Shen, Jun

Overview

I am an active researcher in multi-disciplines where computational intelligence, cloud and IoT, and data science, as well as general IS methodologies, are applied to solving real life problems. I have been engaged in many funded projects (supported by ARC/CRC, NSFC, UGPN, etc) and/or PhD level research topics ranging from AI in education, bioinformatics, intelligent transport, digital health and aged care, to humanistic applications such as arts, human resources, supply chain, media and regional communities. I am also a frequent traveler and workaholic busy in visiting top institutions such as MIT, UCI, GaTech, editing journals and chairing academic conferences. I have supervised 15 PhD to completion, and am taking 5-8 new PhDs every year.

Top Publications

Year	Title
2020	An intelligent blockchain-based system for safe vaccine supply and supervision Published in International Journal of Information Management
2021	An Energy Aware Offloading Scheme for Interdependent Applications in Software-Defined IoV with Fog Computing Architecture Published in IEEE Transactions on Intelligent Transportation Systems
2021	A Dynamic Sensitivity Model for Unidirectional Pedestrian Flow With Overtaking Behaviour and Its Application on Social Distancing's Impact During COVID-19 Published in IEEE Transactions on Intelligent Transportation Systems
2021	The Bounds of Improvements Toward Real-Time Forecast of Multi-Scenario Train Delays Published in IEEE Transactions on Intelligent Transportation Systems
2021	A new context-aware approach for automatic Chinese poetry generation[Formula presented] Published in Knowledge-Based Systems
2021	A cost-sensitive deep learning based approach for network traffic classification Published in IEEE Transactions on Network and Service Management
2020	A Framework towards Data Analysis on Host-Pathogen Protein-Protein Interactions Published in Journal of Ambient Intelligence and Humanized Computing
2020	Adaptive Micro Learning - Using Fragmented Time to Learn
2020	Efficient AutoGAN: Predicting the rewards in reinforcement-based neural architecture search for Generative Adversarial Networks Published in IEEE Transactions on Cognitive and Developmental Systems
2020	Evolutionary Learner Profile Optimization Using Rare and Negative Association Rules for Micro Open Learning Published in Lecture Notes in Computer Science
2020	From Ideal to Reality: Segmentation, Annotation, and Recommendation, the Vital Trajectory of Intelligent Micro Learning Published in World Wide Web
2020	Managerial factors that influence the success of knowledge management systems: A systematic literature review Published in Knowledge and Process Management (Print Edition): the journal of corporate transformation
2020	Organisational-Level Assessment of Cloud Computing Adoption: Evidence from the Australian SMEs Published in Journal of Global Information Management
2020	Refinement and Augmentation for Data in Micro Learning Activity with an Evolutionary Rule Generators Published in British Journal of Educational Technology
2020	Systematic evaluation of machine-learning methods for identifying human-pathogen protein-protein interactions Published in Briefings in Bioinformatics
2020	Towards an assessment framework of reuse: A Knowledge Level Analysis Approach Published in Complex and Intelligent Systems
2019	A research of Monte Carlo optimized neural network for electricity load forecast Published in Journal of Supercomputing
2019	Derivative-Based Acceleration of General Vector Machine Published in Soft Computing
2019	Facilitating Application-Aware Bandwidth Allocation in the Cloud with One-Step-Ahead Traffic Information Published in IEEE Transactions on Services Computing
2019	Smart Fog Based Workflow for Traffic Control Networks Published in Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications
2019	Towards the Readiness of Learning Analytics Data for Micro Learning Published in Lecture Notes in Computer Science
2018	A collaborative and open solution for large-scale online learning Published in Computer Applications in Engineering Education
2018	Fast Multi-resource Allocation with Patterns in Large Scale Cloud Data Center Published in Journal of Computational Science
2018	MLaaS: a cloud-based system for delivering adapative micro learning in mobile MOOC learning Published in IEEE Transactions on Services Computing
2017	A systematic review of bio-inspired service concretization Published in IEEE Transactions on Services Computing
2017	Accelerating skycube computation with partial and parallel processing for service selection Published in IEEE Transactions on Services Computing
2017	MSIS 2016: Global Competency Model for Graduate Degree Programs in Information Systems Published in Communications of the Association for Information Systems
2016	Multi-phase ant colony system for multi-party data-intensive service provision Published in IEEE Transactions on Services Computing
2015	Facilitating an ant colony algorithm for multi-objective data-intensive service provisions Published in Journal of Computer and System Sciences
2014	Aligning ontology-based development with service oriented systems Published in Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications
2014	Facilitating social collaboration in mobile cloud-based learning: a teamwork as a service (TaaS) approach Published in IEEE Transactions on Learning Technologies
2013	A novel approach to data deduplication over the engineering-oriented cloud systems Published in Integrated Computer Aided Engineering

Research Areas

Research Overview

I have expertise in two major sub-disciplines:

1. Computational intelligence is applied in many areas for innovative solutions ranging from e-learning, bioinformatics, environmental issues, to transport systems.

2. Cloud and big data applications in many fields such as physics simulation, e-health, aged care, advanced manufacturing and business IS/IT systems.

The top area of my publications and citations falls in bio-inspired algorithmic optimization. Recently I also moved into applying AI in arts, media and communications fields.

I have supervised many PhD projects to completion or under way. These include 4 on intelligent transport systems, 4 on services and cloud computing (including edge computing and IoT), 4 on e-learning and open educational resources, 3 on digital health and bioinformatics, 3 on qualitative and quantitative studies on information systems, 2 on agent based system, and a few others on topics such as advanced manufacturing, digital innovation etc.

Geographic Focus

China Country
Germany Country
United Kingdom Country
United States of America Country

Available as Research Supervisor

Available for Collaborative Projects

Head Of

Postgraduate Students HPS (including acting) 2013 - 2020

Member Of

Association for Computing Machinery (ACM) Senior member 2005 -
The Institute of Electrical and Electronics Engineers (IEEE) Senior member 1998 -
AIS Curriculum of MSIS review panel 2014 - 2016

Has Collaborator

Beydoun, Ghassan Professor
Cui, Tingru Dr
Michael, Katina Professor
Nikolic, Sasha Dr
Pan, Zengxi A/Prof.
Wang, Lei Associate Professor
Yan, Jun Associate Professor
Yang, Chi Faculty Academic
Yang, Jack Dr
Yu, Ping Professor
Zhou, Luping Dr

Attended Event

SAP Ariba Live 2017 -

Selected Publications

Journal Article

Year	Title
2022	Editorial Note: Understanding and Bridging Gap in Multi-mode Digital Learning during Post-Pandemic Recovery Published In Educational Technology and Society
2021	Editorial Note: Understanding and Bridging Gap in Multi-mode Digital Learning during Post-Pandemic Recovery Published In Educational Technology and Society
2021	A Comprehensive Framework for Analyzing IoT Platforms: A Smart City Industrial Experience Published In SMART CITIES
2021	A Dynamic Sensitivity Model for Unidirectional Pedestrian Flow With Overtaking Behaviour and Its Application on Social Distancing's Impact During COVID-19 Published In IEEE Transactions on Intelligent Transportation Systems
2021	A Fractional-Order Chaotic Sparrow Search Algorithm for Enhancement of Long Distance Iris Image
2021	A Hybrid LSTM-CPS Approach for Long-Term Prediction of Train Delays in Multivariate Time Series
2021	A cost-sensitive deep learning based approach for network traffic classification Published In IEEE Transactions on Network and Service Management
2021	A hybrid unsupervised clustering-based anomaly detection method Published In Tsinghua Science and Technology
2021	A new context-aware approach for automatic Chinese poetry generation[Formula presented] Published In Knowledge-Based Systems
2021	A novel PageRank-based fault handling strategy for workflow scheduling in cloud data centers Published In International Journal of Web Services Research
2021	An Energy Aware Offloading Scheme for Interdependent Applications in Software-Defined IoV with Fog Computing Architecture Published In IEEE Transactions on Intelligent Transportation Systems
2021	Bidirectional GRU networks-based next POI category prediction for healthcare Published In International Journal of Intelligent Systems
2021	Crop and weed classification based on AutoML Published In Applied Computing and Intelligence
2021	Determining learning direction via multi-controller model for stably searching generative adversarial networks Published In Neurocomputing
2021	Innovation event model for STEM education: A constructivism perspective
2021	Microlearning and computer-supported collaborative learning: An agenda towards a comprehensive online learning system
2021	SATP-GAN: self-attention based generative adversarial network for traffic flow prediction Published In Transportmetrica B
2021	The Bounds of Improvements Toward Real-Time Forecast of Multi-Scenario Train Delays Published In IEEE Transactions on Intelligent Transportation Systems
2021	Toward gradient bandit-based selection of candidate architectures in AutoGAN Published In Soft Computing
2020	A Decentralized Latency-Aware Task Allocation and Group Formation Approach with Fault Tolerance for IoT Applications Published In IEEE Access
2020	A Framework towards Data Analysis on Host-Pathogen Protein-Protein Interactions Published In Journal of Ambient Intelligence and Humanized Computing
2020	A Utility-Based Fault Handling Approach for Efficient Job Rescue in Clouds Published In Lecture Notes in Computer Science
2020	A novel Monte Carlo-based neural network model for electricity load forecasting Published In International Journal of Embedded Systems
2020	APEX2S: A Two-Layer Machine Learning Model for Discovery of host-pathogen protein-protein Interactions on Cloud-based Multiomics Data Published In Concurrency and Computation: Practice and Experience
2020	An Edge Based Multi-Agent Auto Communication Method for Traffic Light Control Published In Sensors
2020	An intelligent blockchain-based system for safe vaccine supply and supervision Published In International Journal of Information Management
2020	Attention-Based Knowledge Tracing with Heterogeneous Information Network Embedding Published In Lecture Notes in Computer Science
2020	Automatic ventricular nuclear magnetic resonance image processing with deep learning Published In Multimedia Tools and Applications
2020	Deep Autoencoder for Mass Spectrometry Feature Learning and Cancer Detection Published In IEEE Access
2020	Deep-Cross-Attention Recommendation Model for Knowledge Sharing Micro Learning Service Published In Lecture notes in computer science
2020	Editorial note: Learning management systems and big data technologies for higher education Published In Education and Information Technologies
2020	Efficient AutoGAN: Predicting the rewards in reinforcement-based neural architecture search for Generative Adversarial Networks Published In IEEE Transactions on Cognitive and Developmental Systems
2020	Ensemble machine learning approaches for webshell detection in Internet of things environments Published In Transactions on Emerging Telecommunications Technologie
2020	Evolutionary Learner Profile Optimization Using Rare and Negative Association Rules for Micro Open Learning Published In Lecture Notes in Computer Science
2020	From Ideal to Reality: Segmentation, Annotation, and Recommendation, the Vital Trajectory of Intelligent Micro Learning Published In World Wide Web
2020	Investigating sequence patterns of collaborative problem-solving behavior in the online collaborative discussion activity Published In Sustainability
2020	Managerial factors that influence the success of knowledge management systems: A systematic literature review Published In Knowledge and Process Management (Print Edition): the journal of corporate transformation
2020	Organisational-Level Assessment of Cloud Computing Adoption: Evidence from the Australian SMEs Published In Journal of Global Information Management
2020	Pairwise-Based Hierarchical Gating Networks for Sequential Recommendation Published In Lecture Notes in Computer Science
2020	Refinement and Augmentation for Data in Micro Learning Activity with an Evolutionary Rule Generators Published In British Journal of Educational Technology
2020	Short-Term Electricity Demand Forecasting Based on Multiple LSTMs Published In Lecture Notes in Computer Science
2020	Systematic evaluation of machine-learning methods for identifying human-pathogen protein-protein interactions Published In Briefings in Bioinformatics
2020	Towards Attention based ConvLSTM for Long-Term Travel Time Prediction of Bus Journey Published In Sensors
2020	Towards an assessment framework of reuse: A Knowledge Level Analysis Approach Published In Complex and Intelligent Systems
2020	Using cost-sensitive learning and feature selection algorithms to improve the performance of imbalanced classification Published In IEEE Access
2019	A novel cloud based auxiliary medical system for hypertension management Published In Applied Computing and Informatics
2019	A research of Monte Carlo optimized neural network for electricity load forecast Published In Journal of Supercomputing
2019	Derivative-Based Acceleration of General Vector Machine Published In Soft Computing
2019	Emerging Insights of Health Informatics Research: A Literature Analysis for Outlining New Themes Published In Australasian Journal of Information Systems
2019	Facilitating Application-Aware Bandwidth Allocation in the Cloud with One-Step-Ahead Traffic Information Published In IEEE Transactions on Services Computing
2019	GVM based copy-dynamics model for electricity load forecast Published In Lecture Notes in Electrical Engineering
2019	Large expert-curated database for benchmarking document similarity detection in biomedical literature search Published In Database
2019	Optimal Learning Group Formation: A Multi-objective Heuristic Search Strategy for Enhancing Inter-group Homogeneity and Intra-group Heterogeneity Published In Expert Systems with Applications
2019	Parallel fast Fourier transform in SPMD style of Cilk Published In International Journal of Embedded Systems
2019	Smart Fog Based Workflow for Traffic Control Networks Published In Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications
2019	Towards the Readiness of Learning Analytics Data for Micro Learning Published In Lecture Notes in Computer Science
2018	A Heuristic Approach for New-item Cold Start Problem in Recommendation of Micro Open Education Resources Published In Lecture Notes in Computer Science
2018	A collaborative and open solution for large-scale online learning Published In Computer Applications in Engineering Education
2018	A novel Monte Carlo based neural network model for electricity load forecasting Published In International Journal of High Performance Computing and Networking
2018	Advances in Cloud Computing and Big Data Analytics Published In Concurrency and Computation: Practice and Experience
2018	Data-Centric Intelligent Computing Published In International Journal of Computational Intelligence Systems
2018	Data-Intensive Service Provision Based on Particle Swarm Optimization Published In International Journal of Computational Intelligence Systems
2018	Effective long term travel time prediction with fuzzy rules for tollway Published In Neural Computing and Applications
2018	Exploration of the Misalignment between Business and IT Strategic Objectives in Public Sector Organisations: An Empirical Study in Saudi Arabia Published In Lecture Notes in Business Information Processing
2018	Fast Multi-resource Allocation with Patterns in Large Scale Cloud Data Center Published In Journal of Computational Science
2018	GVM Based Intuitive Simulation Web Application for Collision Detection Published In Neurocomputing
2018	MLaaS: a cloud-based system for delivering adapative micro learning in mobile MOOC learning Published In IEEE Transactions on Services Computing
2018	Parallel fast Fourier transform in SPMD style of CILK Published In International Journal of High Performance Computing and Networking
2018	Real-time Management of groundwater resource based on wireless sensor networks Published In Journal of Sensor and Actuator Networks
2018	Solving Traveling Salesman Problems with Ant Colony Optimization Algorithms in Sequential and Parallel Computing Environments: A Normalized Comparison Published In International Journal of Machine Learning and Computing
2018	Structural Principles Analysis of Host-Pathogen Protein-Protein Interactions: A Structural Bioinformatics Survey Published In IEEE Access
2017	A Consumer-Oriented Decision-Making Approach for Selecting the Cloud Storage Service: From PAPRIKA Perspective Published In Lecture Notes in Business Information Processing
2017	A Framework of MLaaS for Facilitating Adaptive Micro Learning through Open Education Resources in Mobile Environment Published In International Journal of Web Services Research
2017	A systematic review of bio-inspired service concretization Published In IEEE Transactions on Services Computing
2017	Accelerating skycube computation with partial and parallel processing for service selection Published In IEEE Transactions on Services Computing
2017	Analysis of student course evaluation data for an IT subject: implications for improving STEM education Published In International Journal of Information and Education Technology
2017	MSIS 2016 global competency model for graduate degree programs in information systems Published In Communications of the Association for Information Systems
2017	MSIS 2016: Global Competency Model for Graduate Degree Programs in Information Systems Published In Communications of the Association for Information Systems
2017	New Trends and Innovative Methods in Cloud Computing and Big Data Published In Concurrency and Computation: Practice and Experience
2017	Organizing Online Computation for Adaptive Micro Open Education Resource Recommendation Published In Lecture Notes in Computer Science
2017	Parallel GPU-based collision detection of irregular vessel wall for massive particles Published In Cluster Computing
2017	Towards Massive Data and Sparse Data in Adaptive Micro Open Educational Resource Recommendation: A Study on Semantic Knowledge Base Construction and Cold Start Problem Published In Sustainability
2016	A local field correlated and Monte Carlo based shallow neural network model for non-linear time series prediction Published In EAI Endorsed Transactions on Scalable Information Systems
2016	An evaluation of the dynamics of diluted neural network Published In International Journal of Computational Intelligence Systems
2016	Cloud computing adoption decision modelling for SMEs: From the PAPRIKA perspective Published In Lecture Notes in Electrical Engineering
2016	Cloud computing adoption decision modelling for SMEs: a conjoint analysis Published In International Journal of Web and Grid Services
2016	Learning network storage curriculum with experimental case based on embedded systems Published In Computer Applications in Engineering Education
2016	Multi-phase ant colony system for multi-party data-intensive service provision Published In IEEE Transactions on Services Computing
2016	Towards organizing smart collaboration and enhancing teamwork performance: a GA-supported system oriented to mobile learning through cloud-based online course Published In International Journal of Machine Learning and Cybernetics
2015	Bio-inspired cost-aware optimization for data-intensive service provision Published In Concurrency and Computation: Practice and Experience
2015	Enhancing teamwork performance in mobile cloud-based learning Published In Lecture Notes in Computer Science
2015	Facilitating an ant colony algorithm for multi-objective data-intensive service provisions Published In Journal of Computer and System Sciences
2015	Micro learning adaptation in MOOC: a software as a service and a personalized learner model Published In Lecture Notes in Computer Science
2014	Aligning ontology-based development with service oriented systems Published In Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications
2014	Facilitating social collaboration in mobile cloud-based learning: a teamwork as a service (TaaS) approach Published In IEEE Transactions on Learning Technologies
2013	A high performance peer to cloud and peer model augmented with hierarchical secure communications Published In Journal of Systems and Software
2013	A novel approach to data deduplication over the engineering-oriented cloud systems Published In Integrated Computer Aided Engineering
2013	Incremental service level agreements violation handling with time impact analysis Published In Journal of Systems and Software
2013	Towards optimal service composition upon QoS in agent cooperation Published In International Journal of Computational Science and Engineering
2012	An effective data aggregation based adaptive long term CPU load predictions mechanism on computational grid Published In Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications
2012	Editorial notes Published In Computer Systems Science and Engineering
2012	Guest editorial notes for selected papers from SOCA 2010 Published In Service Oriented Computing and Applications
2012	Modelling and simulation of an adaptive neuro-fuzzy inference system (ANFIS) for mobile learning Published In IEEE Transactions on Learning Technologies
2012	SPECIAL ISSUE: SERVICE ORIENTED COMPUTING AND APPLICATIONS Published In COMPUTER SYSTEMS SCIENCE AND ENGINEERING
2012	The benefits of introducing electronic health records in residential aged care facilities: A multiple case study Published In International Journal of Medical Informatics
2011	On the atomic anisotropy of thermal expansion in bulk metallic glass Published In Advanced Engineering Materials
2011	Using ontologies to synchronize change in relational database systems Published In Journal of Research and Practice in Information Technology
2010	An offer generation approach to SLA negotiation support in service oriented computing Published In Service Oriented Computing and Applications
2009	Dynamic selection of service peers with multiple property specifications Published In Lecture Notes in Business Information Processing
2009	Reflecting on ontologies: Towards ontology-based agent-oriented software engineering Published In Conferences in Research and Practice in Information Technology
2008	Mining E-Services in P2P-based Workflow Enactments Published In Online Information Review
2007	A P2P based Service Flow System with Advanced Ontology-based Service Profiles Published In Advanced Engineering Informatics: the science of supporting knowledge-intensive activities
2007	Analysis of Business Process Integration in Web Service Context Published In Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications
2007	Bridging the semantic gap between business processes and semantic Web services Published In Journal of Internet Technology
2005	Microstructure Control of RF and Carbon Aerogels Prepared by Sol-Gel Process Published In Journal of Sol-Gel Science and Technology
2000	From Petri nets to formal description techniques and protocol engineering Published In Ruan Jian Xue Bao/Journal of Software

Book

Year	Title
2020	Adaptive Micro Learning - Using Fragmented Time to Learn Publisher Singapore

Chapter

Year	Title
2019	A data dependency and access threshold based replication strategy for multi-cloud workflow applications Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer International Publishing
2017	A consumer-oriented decision-making approach for selecting the cloud storage service: From PAPRIKA perspective Published In Lecture Notes in Business Information Processing Publisher Springer International Publishing
2017	Big data in genomics Published In Big Data Management and Processing Publisher Taylor & Francis Group
2017	GPU Based Simulations of Collision Detection of Irregular Vessel Walls Published In Frontier Computing. FC 2016: Lecture Notes in Electrical Engineering Publisher Berlin
2017	SBAR: A Conceptual Framework to Support Learning Path Adaptation in Mobile Learning Published In The 5th International Conference on Frontier Computing Publisher Berlin
2013	A multi agent system based implementation for semantic web services Published In Information Systems Development: Reflections, Challenges and New Directions Publisher United Kingdom
2009	Adaptive E-Services selection in P2P-based workflow with multiple property specifications Published In Web mining applications in e-commerce and e-services Publisher Berlin
2006	Preface Published In Business Process Management Workshops Publisher Springer Berlin Heidelberg
2003	RDF-Based Knowledge Models for Network Management Published In Integrated Network Management VIII Publisher Springer US

Conference Paper

Year	Title
2021	Embedding the development of graduate qualities of international postgraduate IT students in the disciplinary curriculum
2021	Multivariate Multi-Step Train Delay Forecasting: A Hybrid LSTM-CPS Solution
2021	Preface Published In ACM International Conference Proceeding Series
2021	Towards A More Effective Bidirectional LSTM-based Learning Model for Human-Bacterium Protein-Protein Interactions Published In 14th International Conference on Practical Applications of Computational Biology & Bioinformatics
2021	TreeNet: A hierarchical deep learning model to facilitate edge intelligence for resource-constrained devices Published In Proceedings - 21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2021
2020	A Bandwidth and Latency Based Replica Selection Mechanism for Data-Intensive Workflow Applications in the Multi-Cloud Environment Published In Proceedings of Australasian Computer Science Week (ACSW 2020),
2020	A Service Computing Framework for Proteomics Analysis and Collaboration of Pathogenic Mechanism Studies Published In IEEE International Conference on Services Computing
2020	A qualitative study of the strategic alignment perspective of public-sector organisations in Saudi Arabia in the digital age Published In Proceedings of the 24th Pacific Asia Conference on Information Systems: Information Systems (IS) for the Future, PACIS 2020
2020	A qualitative study of the strategic alignment perspective of public-sector organisations in Saudi Arabia in the digital age Published In Proceedings of the 24th Pacific Asia Conference on Information Systems: Information Systems (IS) for the Future, PACIS 2020
2020	Attention-based High-order Feature Interactions to Enhance the Recommender System for Web-based Knowledge-Sharing Servic Published In International Conference on Web Information Systems Engineering
2020	Combined General Vector Machine for Single Point Electricity Load Forecast Published In The 9th International Conference on Frontier Computing (FC2019) Theory, Technologies and Applications
2020	Deep Sequence Labelling Model for Information Extraction in Micro Learning Service Published In IEEE International Joint Conference on Neural Networks
2020	Evolutionary Learner Profile Optimization using Rare and Negative Association Rules for Micro Open Learning Published In 16th International Conference on Intelligent Tutoring Systems
2020	HIME: Mining and Ensembling Heterogeneous Information for Protein Interaction Predictions Published In IEEE International Joint Conference on Neural Networks
2020	Research on the Association between Eye Contact and Social Phobia in Chinese College Students Based on a Binomial Logistic Regression Equation Model Published In 2020 Asia-Pacific Conference on Engineering Education, Advanced Education and Training (EEAET)
2020	Towards Industrial Internet of Things in Steel Manufacturing: A Multiple-Factor-based Detection System of Longitudinal Surface Cracks Published In Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020
2019	A Survey of Segmentation, Annotation, and Recommendation Techniques in Micro-Learning for Next Generation of OER Published In Proceedings of the 2019 IEEE 23rd International Conference on Computer Supported Cooperative Work in Design
2019	A Microservices Oriented Edge Computing Framework for LVC Simulation in the IoT Era Published In ICCMS 2019: Proceedings of the 11th International Conference on Computer Modeling and Simulation
2019	Ensemble Neural Network Method for Wind Speed Forecasting Published In 2019 IEEE International Workshop on Signal Processing Systems
2019	Fast Anomaly Detection on Multiple Multi-dimensional Data Streams Published In IEEE International Conference on Big Data (Big Data 2019)
2019	Hyperparameter Estimation in SVM with GPU Acceleration for Prediction of Protein-Protein Interactions Published In IEEE International Conference on Big Data (Big Data 2019)
2019	Leveraging SMOTE in A Two-Layer Model for Prediction of Protein-Protein Interactions Published In 2019 Seventh International Conference on Advanced Cloud and Big Data (CBD)
2019	The Item Response Theory Model for an AI-based Adaptive Learning System Published In IEEE International Conference on Information Technology Based Higher Education and Training (ITHET)
2019	Towards a General Prediction System for the Primary Delay in Urban Railways Published In 2019 IEEE Intelligent Transportation Systems Conference (ITSC)
2018	Adding agility to software maturity assessment procedures – a case on digital transformation case from the automotive industry Published In European Conference on Information Systems (ECIS 2018)
2018	Assessing the Determinants of Business Value Related to IT Projects: A Strategic Alignment Perspective of Public-Sector Organisations in Saudi Arabia Published In 29th Australasian Conference on Information Systems (ACIS2018)
2018	Data Fusion for MaaS: Opportunities and Challenges Published In International Conference on Computer Supported Cooperative Work in Design
2018	Data Fusion for MaaS: Opportunities and Challenges Published In Proceedings of the 2018 IEEE 22nd International Conference on Computer Supported Cooperative Work in Design, CSCWD 2018
2018	Data Privacy and System Security for Banking and Financial Services Industry based on Cloud Computing Infrastructure Published In International Conference on Computer Supported Cooperative Work in Design
2018	Data Privacy and System Security for Banking and Financial Services Industry based on Cloud Computing Infrastructure Published In Proceedings of the 2018 IEEE 22nd International Conference on Computer Supported Cooperative Work in Design, CSCWD 2018
2018	Enabling Intelligent Business Processes with Context Awareness Published In IEEE International Conference on Services Computing
2018	Ensemble Machine Learning Systems for the Estimation of Steel Quality Control Published In 2018 IEEE International Conference on Big Data (Big Data)
2018	Evaluation of a Cloud-based System for Delivering Adaptive Micro Open Education Resource to Fresh Learners Published In IEEE International Conference on Cloud Computing
2018	Exploration of the misalignment between business and IT strategic objectives in public-sector organisations: An empirical study in Saudi Arabia Published In Lecture Notes in Business Information Processing
2018	Knowledge Sharing in Digital Learning Communities: A Comparative Review of Issues between Education and Industry Published In 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE)
2018	Misalignment between business and IT strategic objectives in Saudi Arabia public sector organisations Published In 3rd International Conference on Internet of Things, Big Data and Security (IoTBDS 2018)
2018	Towards Biological Sequence Data Service with Insights Published In 2018 IEEE International Conference on Big Data (Big Data)
2017	A Comparison Study for Supervised Machine Learning Models in Cancer Classification Published In 16th International Conference on Bioinformatics (InCoB 2017)
2017	African Societal Challenges Transformation through IoT Published In 21st Pacific Asia Conference on Information System (PACIS 2017)s
2017	Aligning Business Strategy with IT Strategy from Business Model to Enterprise in Saudi Arabia Public Sector Published In 21st Pacific Asia Conference on Information System (PACIS 2017)s
2017	Assisting Open Education Resource Providers and Instructors to Deal With Cold Start Problem in Adaptive Micro Learning: a Service Oriented Solution Published In IEEE SCC 2017: IEEE International Conference on Services Computing
2017	Collaborative Data Analytics towards Prediction on Pathogen-Host Protein-Protein Interactions Published In International Conference on Computer Supported Cooperative Work in Design
2017	Cost-effective Big Data Mining in the Cloud: A Case Study with K-means Published In IEEE 10th International Conference on Cloud Computing 2017
2017	GScheduler: Optimizing Resource Provision by using GPU Usage Pattern Extraction in Cloud Environment Published In IEEE International Conference on Systems, Man and Cybernetics
2017	Leveraging Stacked Denoising Autoencoder in Prediction of Pathogen-Host Protein-Protein Interactions Published In IEEE 6th International Congress on Big Data
2017	Neural Network Model with Monte Caro Algorithm for Electricity Demand Forecasting in Queensland Published In Australasian Symposium on Grid Computing and e-Research (now AusPDC)
2017	Ontological Learner Profile Identification for Cold Start Problem in Micro Learning Resources Delivery Published In IEEE International Conference on Advanced Learning Technologies (ICALT 2017)
2017	Profiling and Supporting Adaptive Micro Learning on Open Education Resources Published In Proceedings - 2016 International Conference on Advanced Cloud and Big Data, CBD 2016
2017	Towards Cost Reduction in Cloud-Based Workflow Management through Data Replication Published In 5th International Conference on Advanced Cloud and Big Data
2017	Towards Elucidating the Structural Principles of Host-Pathogen Protein-Protein Interaction Networks: A bioinformatics survey Published In IEEE 6th International Congress on Big Data
2016	A groundwater management tool for solving the pumping yields minimization problem Published In 2016 FOURTH INTERNATIONAL CONFERENCE ON ADVANCED CLOUD AND BIG DATA (CBD 2016)
2016	A groundwater management tool for solving the pumping yields minimization problem: a case study in the Heihe River Basin Published In 2016 International Conference on Advanced Cloud and Big Data
2016	A high availability application service platform for nuclear power enterprises Published In 2016 IEEE 20th International Conference on Computer Supported Cooperative Work in Design (CSCWD)
2016	Clearing the ‘Cloud’ Hanging Over the Adoption of Cloud Computing in Australian SMEs Published In DIGIT 2016
2016	Cloud computing adoption decision modelling for SMEs: from the PAPRIKA perspective Published In International Conference on Frontier Computing
2016	Cloud computing adoption determinants: an analysis of Australian SMEs Published In Pacific Asia Conference on Information Systems 2016 Proceedings
2016	Cloud computing services adoption in Australian SMEs: a firm-level investigation Published In Pacific Asia Conference on Information Systems 2016 Proceedings
2016	Competency-based approach to information systems program development: Guidance from the MSIS 2016 global competency model Published In 2016 AIS SIGED International Conference on IS Education and Research
2016	Coverless Text Information Hiding Method Based on the Word Rank Map Published In CLOUD COMPUTING AND SECURITY, ICCCS 2016, PT I
2016	Learning path adaptation in online learning systems Published In 2016 IEEE 20th International Conference on Computer Supported Cooperative Work in Design (CSCWD)
2016	MSIS 2016: a comprehensive update of graduate level curriculum recommendation in information systems Published In AMCIS 2016: Proceedings of the 22nd Americas Conference on Information Systems (AMCIS)
2016	Profiling and Supporting Adaptive Micro Learning on Open Education Resources Published In 2016 International Conference on Advanced Cloud and Big Data
2016	Towards data analytics of pathogen-host protein-protein interaction: a survey Published In 2016 IEEE International Congress on Big Data (BigData Congress)
2015	A Formal Study of Backward Compatible Dynamic Software Updates Published In SOFTWARE ENGINEERING AND FORMAL METHODS
2015	A multi perspective approach for understanding the determinants of cloud computing adoption among Australian SMEs Published In 26th Australasian Conference on Information Systems
2015	Current MSIS students' views on program outcomes Published In Proceedings of the AIS SIG-ED IAIM 2015 Conference
2015	Drawing micro learning into MOOC: using fragmented pieces of time to enable effective entire course learning experiences Published In International Conference on Computer Supported Cooperative Work in Design
2015	MLaaS: A Cloud System for Mobile Micro Learning in MOOC Published In 2015 IEEE THIRD INTERNATIONAL CONFERENCE ON MOBILE SERVICES MS 2015
2015	MLaaS: A cloud system for mobile micro learning in MOOC Published In IEEE International Conference on Mobile Services
2015	Master’s degree programs in information systems: a global view Published In Proceedings of the AIS SIG-ED IAIM 2015 Conference
2015	Multi-objective Ant Colony System for Data-Intensive Service Provision Published In Proceedings - 2014 2nd International Conference on Advanced Cloud and Big Data, CBD 2014
2015	Research of Botnet Situation Awareness Based on Big Data Published In WEB TECHNOLOGIES AND APPLICATIONS, APWEB 2015 WORKSHOPS
2015	Revising the MSIS 2016 model curriculum: status update and panel discussion Published In Proceedings of the AIS SIG-ED IAIM 2015 Conference
2015	Supervised machine learning model for high dimensional gene data in colon cancer detection Published In IEEE BigData Congress
2015	Towards bringing adaptive micro learning into MOOC courses Published In IEEE International Conference on Advanced Learning Technologies
2014	An Hsm-Based Scalable Network Service Model Published In 2014 ELEVENTH INTERNATIONAL CONFERENCE ON WIRELESS AND OPTICAL COMMUNICATIONS NETWORKS (WOCN)
2014	An improved genetic algorithm for cost-effective data-intensive service composition Published In 2013 Ninth International Conference on Semantics, Knowledge and Grids (SKG)
2014	Ant-inspired multi-phase and multi-party negotiations in the data-intensive service provision Published In IEEE International Conference on Services Computing
2014	Bio-inspired cost-effective access to big data Published In International Symposium for Next Generation Infrastructure (ISNGI 2013)
2014	Collaborative learning through TaaS: a mobile system for courses over the cloud Published In 2014 IEEE 14th International Conference on Advanced Learning Technologies (ICALT 2014)
2014	Delay Constrained Maximum Lifetime Multicast Based on Particle Swarm Optimization in Wireless Ad Hoc Networks with Directional Antennas Published In 2014 IEEE 11TH INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL (ICNSC)
2014	Impacts of pheromone modification strategies in ant colony for data-intensive service provision Published In 21st IEEE International Conference of Web Services (ICWS 2014)
2014	Multi-objective ant colony system for data-intensive service provision Published In International Conference on Advanced Cloud and Big Data
2013	A personalized hybrid recommendation system oriented to e-commerce mass data in the cloud Published In IEEE International Conference on Systems, Man and Cybernetics
2013	An MAS-based implementation for semantic web services composition Published In Information Systems Development: Reflections, Challenges and New Directions
2013	Cost and time aware ant colony algorithm for data replica in alpha magnetic spectrometer experiment Published In IEEE 2nd International Congress on Big Data
2013	Economical data-intensive service provision supported with a modified genetic algorithm Published In IEEE 2nd International Congress on Big Data
2013	Enhanced ant colony algorithm for cost-aware data-intensive service provision Published In 2013 IEEE International Congress on Big Data: BigData Congress
2013	Evaluations of heuristic algorithms for teamwork-enhanced task allocation in mobile cloud-based learning Published In International Conference on Computer Supported Cooperative Work in Design
2013	Facilitating collaborative learning in TaaS: a mobile cloud system for enhancing teamwork performance Published In IEEE International Conference on Systems, Man and Cybernetics
2013	Teamwork as a service: a cloud-based system for enhancing teamwork performance in mobile learning Published In IEEE International Conference on Advanced Learning Technologies
2013	Towards minimizing cost for composite data-intensive services Published In 2013 IEEE 17th International Conference on Computer Supported Cooperative Work in Design
2012	A survey on bio-inspired algorithms for web service composition Published In Proceeding of the 16th International Conference on Computer Supported Cooperative Work in Design
2012	A synthesis of a knowledge management framework for sports event management Published In ICSOFT 2012: 7th International Conference on Software Paradigm Trends
2012	Evaluating usage of WSMO and OWL-S in semantic web services Published In Proceedings of the Eighth Asia-Pacific Conference on Conceptual Modelling (APCCM 2012)
2012	Towards bio-inspired cost minimisation for data-intensive service provision Published In IEEE First International Conference on Services Economics (SE 2012)
2011	A light weight approach for ontology generation and change synchronization between ontologies and source relational databases Published In Proceedings of the 2011 15th International Conference on Computer Supported Cooperative Work in Design (CSCWD)
2011	Analyzing fault-impact region of composite service for supporting fault handling process Published In IEEE International Conference on Services Computing
2011	Comparison of bio-inspired algorithms for peer selection in services composition Published In IEEE International Conference on Services Computing (SCC 2011)
2011	DeDu: Building a deduplication storage system over cloud computing Published In International Conference on Computer Supported Cooperative Work in Design
2011	Modeling mobile learning system using ANFIS Published In ICALT '11 Proceedings of the 2011 IEEE International Conference on Advanced Learning Technologies
2011	P2CP: a new cloud storage model to enhance performance of cloud services Published In CONF-IRM 2011 Proceedings
2011	Towards knowledge management in sports event management: Context analysis of Malaysian biannual games with CommonKADS Published In ICSOFT 2011: 6th International Conference on Software and Data Technologies
2011	Towards peer selection in a semantically-enriched service execution framework with QoS specifications Published In ICIW 2011: The Sixth International Conference on Internet and Web Applications and Services
2010	Enhanced learner model for adaptive mobile learning Published In International Conference on Information Integration and Web-based Applications & Services
2010	Message from chairs Published In Proceedings - 2010 IEEE International Conference on Service-Oriented Computing and Applications, SOCA 2010
2009	A machine learning based framework for adaptive mobile learning Published In International Conference on Web-based Learning
2009	Ant inspired scalable peer selection in ontology-based service composition Published In IEEE World Congress on Services
2009	Customizable data exchange based on web service Published In Workshop on Service-Oriented Applications, Integration and Collaboration
2009	Dynamic service selection for service composition with time constraints Published In Australian Software Engineering Conference
2009	Optical coatings with ultralow refractive index SiO2 films Published In Proceedings of SPIE
2009	QoS-aware peer services selection using ant colony optimisation Published In Business Information Systems Workshops
2009	Reflecting on ontologies towards ontology-based agent-oriented software engineering Published In Advances in Ontologies: 5th Australasian Ontology Workshop
2009	Refractive index controllable coatings for optical detectors Published In Proceedings of SPIE
2009	Towards dynamic formation of temporal constraints for the service level agreements negotiation Published In IEEE International Conference on Service-Oriented Computing and Applications (SOCA 2009)
2009	Verification of composite services with temporal consistency checking and temporal satisfaction estimation Published In International Conference on Web Information Systems Engineering
2008	A practical geographic ontology for spatial web services Published In IEEE International Conference on Services Computing
2008	A pragmatic GIS-oriented ontology for location based services Published In ASWEC 2008: 19TH AUSTRALIAN SOFTWARE ENGINEERING CONFERENCE, PROCEEDINGS
2008	A pragmatic GIS-oriented ontology for location based services Published In Australian Software Engineering Conference
2008	Adaptive task allocation for P2P-based e-services composition Published In International Conference on Pervasive Computing and Applications
2008	Modelling Quality and Spatial Characteristics for Autonomous e-Service Peers Published In International Conference on Advanced Information Systems Engineering
2007	An Integration Life Cycle for Semantic Web Services Composition Published In International Conference on Computer Supported Cooperative Work in Design
2007	Preparation of Pd doped WO3 films via sol-gel method and their gasochromic properties Published In Proceedings of SPIE
2007	QoS aware service selection in P2P-based business process frameworks Published In IEEE Conference on E-Commerce Technology
2006	SwinDeW-S: Extending P2P workflow systems for adaptive composite Web services Published In Proceedings of the Australian Software Engineering Conference, ASWEC
2003	RDF-based knowledge models for network management Published In IFIP Advances in Information and Communication Technology

Investigator On

Year	Title
2018	Smart Micro Learning with Open Education Resources Awarded by: Australian Research Council (ARC) Funding Scheme: Discovery Projects
	Automatic and Modularised toolbox for Knowledge Discovery Awarded by: Defence Innovation Network (DIN) Funding Scheme: Artificial Intelligence for Decision Making Initiative

Other Research Activities

Research on AI supported Adaptive Micro Learning PI of NSFC 2019 - 2022
Research on the Edge Computing Execution Framework and Optimization Mechanism for Deep Learning Application, PI of NSFC 2019 - 2022
Cross Cultural Summer School - UOW and XIDIAN, BJTU, and CCNU CI 2020 - 2021
Document corpus analysis (DIN AI analytics) CI 2020 - 2021
Cross Cultural Summer School - UOW and XIDIAN, BJTU, and CCNU NCP 2019 - 2020
Cost-effective PHPPI prediction EIS-SIF 2018 - 2019
Tackling e-Learning and Bioinformatics Applications with Surrogate-Assisted Evolutionary Computation CI of UGPN 2018 - 2019
Research on the Resource Optimization Mechanism for Large-Scale Graph Processing in Cloud Environment PI of NSFC 2016 - 2019
Adaptive and Effective Open Online Courses for Mobile and Team Learners EIS-Seed 2016 - 2017
Robotic Fabrication in Architecture and Arts UOW-GCP 2016 - 2017
Adaptive cloud based mobile learning for the Massive Open Online Courses EIS SRP 2015 - 2016

Impact Story

Panel member of MSIS 2016 (co-sponsored by AIS and ACM)
Summary
MSIS 2016 is the seventh collaborative effort between ACM and AIS (following IS’97, IS 2002, and IS 2010 at the undergraduate level; MSIS 2000 and MSIS 2006 at the graduate level; and CC 2005 as an integrative document). Both ACM and AIS are global organizations that work to advance computing and its transformative uses. ACM’s membership includes industry professionals, academics, and students worldwide, and it works in a broad spectrum of areas in computing. AIS is the premier global society for faculty members affiliated with IS, and it also serves students through a student chapter structure. The organizations complement each other’s strengths and have been strong partners in educational initiatives since the 1990s.

Detail View

Detail View Summary View
Field of Research
Countries / Regions
Beneficiaries

Beneficiary Quantification Description
External Partners
Evidence of Impact

Evidence Description
UOW Centres / Programs
UOW Researchers / Collaborators
Real-time Dashboard to Improve Performance of Whole Sydney Trains Network
Summary
In Sydney, recent significant delays across metropolitan train network were frustrating for many public transport users. There are many different reasons behind train delays, some are unpredictable. New technologies had been applied to improve communications between train operators and real time notifications to customers, but there is a lack of overview of the performance of the whole network. UOW’s final year project team, under A/Prof Jun Shen’s supervision, developed an online dashboard system, which exploited latest UI visualisation, asynchronous Web technologies, cloud based data solution, and geographical information systems, to give Sydney Trains operators a real-time view of whole nextwork. It also supports detailed queries on a particular trains station or rail line, as well as archived historical train running performance data. This work makes time-consuming data analysis work much easier and faster with just a few clicks of buttons. Not only it is time saving, the system is also cost saving as a better mitigation plan could be developed in case of network chaos, to minimise the overall spending on organising replacement buses. As a result, Sydney Trains have been keen to extend the project to further tackle train delay problems. The project is a great example how IT could transform the different industries or public sector in modern society, in this case it belongs to a bigger effort of smart city. Center for IT enabled Transoformation (CITT) in the School of Computing and IT, is working with Sydney Trains, Data 61 of CSIRO and University of Sydney on a collaborated project on Mobility as a Service (MaaS). The long term objective is to provide an intelligent and integrative transport system for all publica transport users, who can travel between different transport modes, such as trains, buses, ferries, light rails etc, seamlessly with the least cost. If successful, the project will make beneficial impacts in improved efficiency and effectiveness of Sydney transport network, saving tens of millions dollars a year for public infrastructure expenditure.

Detail View

Detail View Summary View
Field of Research
Countries / Regions
Beneficiaries

Beneficiary Quantification Description
External Partners
Evidence of Impact

Evidence Description
UOW Centres / Programs
UOW Researchers / Collaborators

Available as Research Supervisor

Potential Supervision Topics

Bioinformatics
Computational Intelligence Applications (Big Data);
Modern Learning (Teaching) Systems;
Cloud Computing.
ITS
Industrial Internet

Teaching Activities

16+ subjects 2006 -

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy (Integrated)	Predicting students behaviour in MOOC using knowledge graph
Doctor of Philosophy	Digital Transformation of Government to Create Transparency and Public Trust: A Mixed Methods Research on Indonesia's National Civil Service Workforce Capability Development
Doctor of Philosophy (Integrated)	Data Replication and Its Alignment with Fault Management in the Cloud Environment	Xie, Fei
Doctor of Philosophy (Integrated)	Assessing the Determinants of Business Value Related to IT Projects: A Strategic Alignment Perspective in Public Sector Organisations in Saudi Arabia	Alghazi, Abdulaziz
Master of Philosophy	Pedagogical Approaches to Integrating Virtual Reality in MOOC to Enhance Learning Outcomes	Kayastha, Mahesh
Doctor of Philosophy	Inferential Factors on the effective Use of Knowledge Management Systems	Jackson, Timothy
Doctor of Philosophy	The enablers and inhibitors of public value creation through open government data usage : A mixed method research approach	Benmohamed, Nuria
Doctor of Philosophy (Integrated)	Applying Natural Language Processing on Unstructured Data to Understand and Predict Malnutrition in Residential Aged Care Facilities	Alkhalaf, Mohammad
Doctor of Philosophy	Pedestrian Social Group Behavior in High-density Conditions	Zhang, Steve
Doctor of Philosophy	Cashing In on the Fans: the (B)looming KOL Economy in China	Zhang, Susan
Doctor of Philosophy	Optimal Grouping and Intelligent Tutoring in Innovative Learning Environments: Classification based on the Learners' Competencies, Preferences, and Tasks	Garshasbi, Soheila
Master of Philosophy - EIS	Personalized and Inclusive Learning in Digitalized Education Governance: An Action Research to Navigate the Effectiveness of Adaptive Content Feeding model for Australian Secondary Students	Li, Hao
Doctor of Philosophy	Evolutionary Cost-sensitive Learning for Deep Learning	Telikani, Akbar
Master of Philosophy - EIS	A Study of Recommendation Model for Optimized Study Plan Based on Machine Learning and Micro Learning as a Service	Zhuang, Kaizhi

Reviewer Of

50+ international journals and 200+ international conferences (Academic Article) 2006 -

Organizer Of Event

ICCMS 2018 -
Pre-ICIS SIGBPS 2018 -
CBD 2017 -
IEEE SKG 2013 -
BiHI/ADC 2017
IEEE SOCA 2009 - 2010

Professional Service Activities

10 international journals Associate Editor or Member of Editorial Board 2006 -

Outreach And Community Service Activities

IEEE, ACS, ACM, AIS Senior Member 2006 -

Education And Training

Doctor of Philosophy in Computer Science, Southeast University 2001

Credentials

Senior Member of IEEE, ACM, ACS, 2006

Awards And Honors

Outstanding reviewer, conferred by Elsevier, 2015
Distinguished Leadership Award, conferred by IEEE Education Society, 2012

Full Name

Jun Shen

Mailing Address

School of Computing and IT

UOW

Wollongong

2522

Australia

Top Publications

Year	Title
2020	An intelligent blockchain-based system for safe vaccine supply and supervision Published in International Journal of Information Management
2021	An Energy Aware Offloading Scheme for Interdependent Applications in Software-Defined IoV with Fog Computing Architecture Published in IEEE Transactions on Intelligent Transportation Systems
2021	A Dynamic Sensitivity Model for Unidirectional Pedestrian Flow With Overtaking Behaviour and Its Application on Social Distancing's Impact During COVID-19 Published in IEEE Transactions on Intelligent Transportation Systems
2021	The Bounds of Improvements Toward Real-Time Forecast of Multi-Scenario Train Delays Published in IEEE Transactions on Intelligent Transportation Systems
2021	A new context-aware approach for automatic Chinese poetry generation[Formula presented] Published in Knowledge-Based Systems
2021	A cost-sensitive deep learning based approach for network traffic classification Published in IEEE Transactions on Network and Service Management
2020	A Framework towards Data Analysis on Host-Pathogen Protein-Protein Interactions Published in Journal of Ambient Intelligence and Humanized Computing
2020	Adaptive Micro Learning - Using Fragmented Time to Learn
2020	Efficient AutoGAN: Predicting the rewards in reinforcement-based neural architecture search for Generative Adversarial Networks Published in IEEE Transactions on Cognitive and Developmental Systems
2020	Evolutionary Learner Profile Optimization Using Rare and Negative Association Rules for Micro Open Learning Published in Lecture Notes in Computer Science
2020	From Ideal to Reality: Segmentation, Annotation, and Recommendation, the Vital Trajectory of Intelligent Micro Learning Published in World Wide Web
2020	Managerial factors that influence the success of knowledge management systems: A systematic literature review Published in Knowledge and Process Management (Print Edition): the journal of corporate transformation
2020	Organisational-Level Assessment of Cloud Computing Adoption: Evidence from the Australian SMEs Published in Journal of Global Information Management
2020	Refinement and Augmentation for Data in Micro Learning Activity with an Evolutionary Rule Generators Published in British Journal of Educational Technology
2020	Systematic evaluation of machine-learning methods for identifying human-pathogen protein-protein interactions Published in Briefings in Bioinformatics
2020	Towards an assessment framework of reuse: A Knowledge Level Analysis Approach Published in Complex and Intelligent Systems
2019	A research of Monte Carlo optimized neural network for electricity load forecast Published in Journal of Supercomputing
2019	Derivative-Based Acceleration of General Vector Machine Published in Soft Computing
2019	Facilitating Application-Aware Bandwidth Allocation in the Cloud with One-Step-Ahead Traffic Information Published in IEEE Transactions on Services Computing
2019	Smart Fog Based Workflow for Traffic Control Networks Published in Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications
2019	Towards the Readiness of Learning Analytics Data for Micro Learning Published in Lecture Notes in Computer Science
2018	A collaborative and open solution for large-scale online learning Published in Computer Applications in Engineering Education
2018	Fast Multi-resource Allocation with Patterns in Large Scale Cloud Data Center Published in Journal of Computational Science
2018	MLaaS: a cloud-based system for delivering adapative micro learning in mobile MOOC learning Published in IEEE Transactions on Services Computing
2017	A systematic review of bio-inspired service concretization Published in IEEE Transactions on Services Computing
2017	Accelerating skycube computation with partial and parallel processing for service selection Published in IEEE Transactions on Services Computing
2017	MSIS 2016: Global Competency Model for Graduate Degree Programs in Information Systems Published in Communications of the Association for Information Systems
2016	Multi-phase ant colony system for multi-party data-intensive service provision Published in IEEE Transactions on Services Computing
2015	Facilitating an ant colony algorithm for multi-objective data-intensive service provisions Published in Journal of Computer and System Sciences
2014	Aligning ontology-based development with service oriented systems Published in Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications
2014	Facilitating social collaboration in mobile cloud-based learning: a teamwork as a service (TaaS) approach Published in IEEE Transactions on Learning Technologies
2013	A novel approach to data deduplication over the engineering-oriented cloud systems Published in Integrated Computer Aided Engineering

Research Areas

Research Overview

I have expertise in two major sub-disciplines:

1. Computational intelligence is applied in many areas for innovative solutions ranging from e-learning, bioinformatics, environmental issues, to transport systems.

2. Cloud and big data applications in many fields such as physics simulation, e-health, aged care, advanced manufacturing and business IS/IT systems.

The top area of my publications and citations falls in bio-inspired algorithmic optimization. Recently I also moved into applying AI in arts, media and communications fields.

I have supervised many PhD projects to completion or under way. These include 4 on intelligent transport systems, 4 on services and cloud computing (including edge computing and IoT), 4 on e-learning and open educational resources, 3 on digital health and bioinformatics, 3 on qualitative and quantitative studies on information systems, 2 on agent based system, and a few others on topics such as advanced manufacturing, digital innovation etc.

Geographic Focus

China Country
Germany Country
United Kingdom Country
United States of America Country

Head Of

Postgraduate Students HPS (including acting) 2013 - 2020

Member Of

Association for Computing Machinery (ACM) Senior member 2005 -
The Institute of Electrical and Electronics Engineers (IEEE) Senior member 1998 -
AIS Curriculum of MSIS review panel 2014 - 2016

Has Collaborator

Beydoun, Ghassan Professor
Cui, Tingru Dr
Michael, Katina Professor
Nikolic, Sasha Dr
Pan, Zengxi A/Prof.
Wang, Lei Associate Professor
Yan, Jun Associate Professor
Yang, Chi Faculty Academic
Yang, Jack Dr
Yu, Ping Professor
Zhou, Luping Dr

Attended Event

SAP Ariba Live 2017 -

Selected Publications

Journal Article

Year	Title
2022	Editorial Note: Understanding and Bridging Gap in Multi-mode Digital Learning during Post-Pandemic Recovery Published In Educational Technology and Society
2021	Editorial Note: Understanding and Bridging Gap in Multi-mode Digital Learning during Post-Pandemic Recovery Published In Educational Technology and Society
2021	A Comprehensive Framework for Analyzing IoT Platforms: A Smart City Industrial Experience Published In SMART CITIES
2021	A Dynamic Sensitivity Model for Unidirectional Pedestrian Flow With Overtaking Behaviour and Its Application on Social Distancing's Impact During COVID-19 Published In IEEE Transactions on Intelligent Transportation Systems
2021	A Fractional-Order Chaotic Sparrow Search Algorithm for Enhancement of Long Distance Iris Image
2021	A Hybrid LSTM-CPS Approach for Long-Term Prediction of Train Delays in Multivariate Time Series
2021	A cost-sensitive deep learning based approach for network traffic classification Published In IEEE Transactions on Network and Service Management
2021	A hybrid unsupervised clustering-based anomaly detection method Published In Tsinghua Science and Technology
2021	A new context-aware approach for automatic Chinese poetry generation[Formula presented] Published In Knowledge-Based Systems
2021	A novel PageRank-based fault handling strategy for workflow scheduling in cloud data centers Published In International Journal of Web Services Research
2021	An Energy Aware Offloading Scheme for Interdependent Applications in Software-Defined IoV with Fog Computing Architecture Published In IEEE Transactions on Intelligent Transportation Systems
2021	Bidirectional GRU networks-based next POI category prediction for healthcare Published In International Journal of Intelligent Systems
2021	Crop and weed classification based on AutoML Published In Applied Computing and Intelligence
2021	Determining learning direction via multi-controller model for stably searching generative adversarial networks Published In Neurocomputing
2021	Innovation event model for STEM education: A constructivism perspective
2021	Microlearning and computer-supported collaborative learning: An agenda towards a comprehensive online learning system
2021	SATP-GAN: self-attention based generative adversarial network for traffic flow prediction Published In Transportmetrica B
2021	The Bounds of Improvements Toward Real-Time Forecast of Multi-Scenario Train Delays Published In IEEE Transactions on Intelligent Transportation Systems
2021	Toward gradient bandit-based selection of candidate architectures in AutoGAN Published In Soft Computing
2020	A Decentralized Latency-Aware Task Allocation and Group Formation Approach with Fault Tolerance for IoT Applications Published In IEEE Access
2020	A Framework towards Data Analysis on Host-Pathogen Protein-Protein Interactions Published In Journal of Ambient Intelligence and Humanized Computing
2020	A Utility-Based Fault Handling Approach for Efficient Job Rescue in Clouds Published In Lecture Notes in Computer Science
2020	A novel Monte Carlo-based neural network model for electricity load forecasting Published In International Journal of Embedded Systems
2020	APEX2S: A Two-Layer Machine Learning Model for Discovery of host-pathogen protein-protein Interactions on Cloud-based Multiomics Data Published In Concurrency and Computation: Practice and Experience
2020	An Edge Based Multi-Agent Auto Communication Method for Traffic Light Control Published In Sensors
2020	An intelligent blockchain-based system for safe vaccine supply and supervision Published In International Journal of Information Management
2020	Attention-Based Knowledge Tracing with Heterogeneous Information Network Embedding Published In Lecture Notes in Computer Science
2020	Automatic ventricular nuclear magnetic resonance image processing with deep learning Published In Multimedia Tools and Applications
2020	Deep Autoencoder for Mass Spectrometry Feature Learning and Cancer Detection Published In IEEE Access
2020	Deep-Cross-Attention Recommendation Model for Knowledge Sharing Micro Learning Service Published In Lecture notes in computer science
2020	Editorial note: Learning management systems and big data technologies for higher education Published In Education and Information Technologies
2020	Efficient AutoGAN: Predicting the rewards in reinforcement-based neural architecture search for Generative Adversarial Networks Published In IEEE Transactions on Cognitive and Developmental Systems
2020	Ensemble machine learning approaches for webshell detection in Internet of things environments Published In Transactions on Emerging Telecommunications Technologie
2020	Evolutionary Learner Profile Optimization Using Rare and Negative Association Rules for Micro Open Learning Published In Lecture Notes in Computer Science
2020	From Ideal to Reality: Segmentation, Annotation, and Recommendation, the Vital Trajectory of Intelligent Micro Learning Published In World Wide Web
2020	Investigating sequence patterns of collaborative problem-solving behavior in the online collaborative discussion activity Published In Sustainability
2020	Managerial factors that influence the success of knowledge management systems: A systematic literature review Published In Knowledge and Process Management (Print Edition): the journal of corporate transformation
2020	Organisational-Level Assessment of Cloud Computing Adoption: Evidence from the Australian SMEs Published In Journal of Global Information Management
2020	Pairwise-Based Hierarchical Gating Networks for Sequential Recommendation Published In Lecture Notes in Computer Science
2020	Refinement and Augmentation for Data in Micro Learning Activity with an Evolutionary Rule Generators Published In British Journal of Educational Technology
2020	Short-Term Electricity Demand Forecasting Based on Multiple LSTMs Published In Lecture Notes in Computer Science
2020	Systematic evaluation of machine-learning methods for identifying human-pathogen protein-protein interactions Published In Briefings in Bioinformatics
2020	Towards Attention based ConvLSTM for Long-Term Travel Time Prediction of Bus Journey Published In Sensors
2020	Towards an assessment framework of reuse: A Knowledge Level Analysis Approach Published In Complex and Intelligent Systems
2020	Using cost-sensitive learning and feature selection algorithms to improve the performance of imbalanced classification Published In IEEE Access
2019	A novel cloud based auxiliary medical system for hypertension management Published In Applied Computing and Informatics
2019	A research of Monte Carlo optimized neural network for electricity load forecast Published In Journal of Supercomputing
2019	Derivative-Based Acceleration of General Vector Machine Published In Soft Computing
2019	Emerging Insights of Health Informatics Research: A Literature Analysis for Outlining New Themes Published In Australasian Journal of Information Systems
2019	Facilitating Application-Aware Bandwidth Allocation in the Cloud with One-Step-Ahead Traffic Information Published In IEEE Transactions on Services Computing
2019	GVM based copy-dynamics model for electricity load forecast Published In Lecture Notes in Electrical Engineering
2019	Large expert-curated database for benchmarking document similarity detection in biomedical literature search Published In Database
2019	Optimal Learning Group Formation: A Multi-objective Heuristic Search Strategy for Enhancing Inter-group Homogeneity and Intra-group Heterogeneity Published In Expert Systems with Applications
2019	Parallel fast Fourier transform in SPMD style of Cilk Published In International Journal of Embedded Systems
2019	Smart Fog Based Workflow for Traffic Control Networks Published In Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications
2019	Towards the Readiness of Learning Analytics Data for Micro Learning Published In Lecture Notes in Computer Science
2018	A Heuristic Approach for New-item Cold Start Problem in Recommendation of Micro Open Education Resources Published In Lecture Notes in Computer Science
2018	A collaborative and open solution for large-scale online learning Published In Computer Applications in Engineering Education
2018	A novel Monte Carlo based neural network model for electricity load forecasting Published In International Journal of High Performance Computing and Networking
2018	Advances in Cloud Computing and Big Data Analytics Published In Concurrency and Computation: Practice and Experience
2018	Data-Centric Intelligent Computing Published In International Journal of Computational Intelligence Systems
2018	Data-Intensive Service Provision Based on Particle Swarm Optimization Published In International Journal of Computational Intelligence Systems
2018	Effective long term travel time prediction with fuzzy rules for tollway Published In Neural Computing and Applications
2018	Exploration of the Misalignment between Business and IT Strategic Objectives in Public Sector Organisations: An Empirical Study in Saudi Arabia Published In Lecture Notes in Business Information Processing
2018	Fast Multi-resource Allocation with Patterns in Large Scale Cloud Data Center Published In Journal of Computational Science
2018	GVM Based Intuitive Simulation Web Application for Collision Detection Published In Neurocomputing
2018	MLaaS: a cloud-based system for delivering adapative micro learning in mobile MOOC learning Published In IEEE Transactions on Services Computing
2018	Parallel fast Fourier transform in SPMD style of CILK Published In International Journal of High Performance Computing and Networking
2018	Real-time Management of groundwater resource based on wireless sensor networks Published In Journal of Sensor and Actuator Networks
2018	Solving Traveling Salesman Problems with Ant Colony Optimization Algorithms in Sequential and Parallel Computing Environments: A Normalized Comparison Published In International Journal of Machine Learning and Computing
2018	Structural Principles Analysis of Host-Pathogen Protein-Protein Interactions: A Structural Bioinformatics Survey Published In IEEE Access
2017	A Consumer-Oriented Decision-Making Approach for Selecting the Cloud Storage Service: From PAPRIKA Perspective Published In Lecture Notes in Business Information Processing
2017	A Framework of MLaaS for Facilitating Adaptive Micro Learning through Open Education Resources in Mobile Environment Published In International Journal of Web Services Research
2017	A systematic review of bio-inspired service concretization Published In IEEE Transactions on Services Computing
2017	Accelerating skycube computation with partial and parallel processing for service selection Published In IEEE Transactions on Services Computing
2017	Analysis of student course evaluation data for an IT subject: implications for improving STEM education Published In International Journal of Information and Education Technology
2017	MSIS 2016 global competency model for graduate degree programs in information systems Published In Communications of the Association for Information Systems
2017	MSIS 2016: Global Competency Model for Graduate Degree Programs in Information Systems Published In Communications of the Association for Information Systems
2017	New Trends and Innovative Methods in Cloud Computing and Big Data Published In Concurrency and Computation: Practice and Experience
2017	Organizing Online Computation for Adaptive Micro Open Education Resource Recommendation Published In Lecture Notes in Computer Science
2017	Parallel GPU-based collision detection of irregular vessel wall for massive particles Published In Cluster Computing
2017	Towards Massive Data and Sparse Data in Adaptive Micro Open Educational Resource Recommendation: A Study on Semantic Knowledge Base Construction and Cold Start Problem Published In Sustainability
2016	A local field correlated and Monte Carlo based shallow neural network model for non-linear time series prediction Published In EAI Endorsed Transactions on Scalable Information Systems
2016	An evaluation of the dynamics of diluted neural network Published In International Journal of Computational Intelligence Systems
2016	Cloud computing adoption decision modelling for SMEs: From the PAPRIKA perspective Published In Lecture Notes in Electrical Engineering
2016	Cloud computing adoption decision modelling for SMEs: a conjoint analysis Published In International Journal of Web and Grid Services
2016	Learning network storage curriculum with experimental case based on embedded systems Published In Computer Applications in Engineering Education
2016	Multi-phase ant colony system for multi-party data-intensive service provision Published In IEEE Transactions on Services Computing
2016	Towards organizing smart collaboration and enhancing teamwork performance: a GA-supported system oriented to mobile learning through cloud-based online course Published In International Journal of Machine Learning and Cybernetics
2015	Bio-inspired cost-aware optimization for data-intensive service provision Published In Concurrency and Computation: Practice and Experience
2015	Enhancing teamwork performance in mobile cloud-based learning Published In Lecture Notes in Computer Science
2015	Facilitating an ant colony algorithm for multi-objective data-intensive service provisions Published In Journal of Computer and System Sciences
2015	Micro learning adaptation in MOOC: a software as a service and a personalized learner model Published In Lecture Notes in Computer Science
2014	Aligning ontology-based development with service oriented systems Published In Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications
2014	Facilitating social collaboration in mobile cloud-based learning: a teamwork as a service (TaaS) approach Published In IEEE Transactions on Learning Technologies
2013	A high performance peer to cloud and peer model augmented with hierarchical secure communications Published In Journal of Systems and Software
2013	A novel approach to data deduplication over the engineering-oriented cloud systems Published In Integrated Computer Aided Engineering
2013	Incremental service level agreements violation handling with time impact analysis Published In Journal of Systems and Software
2013	Towards optimal service composition upon QoS in agent cooperation Published In International Journal of Computational Science and Engineering
2012	An effective data aggregation based adaptive long term CPU load predictions mechanism on computational grid Published In Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications
2012	Editorial notes Published In Computer Systems Science and Engineering
2012	Guest editorial notes for selected papers from SOCA 2010 Published In Service Oriented Computing and Applications
2012	Modelling and simulation of an adaptive neuro-fuzzy inference system (ANFIS) for mobile learning Published In IEEE Transactions on Learning Technologies
2012	SPECIAL ISSUE: SERVICE ORIENTED COMPUTING AND APPLICATIONS Published In COMPUTER SYSTEMS SCIENCE AND ENGINEERING
2012	The benefits of introducing electronic health records in residential aged care facilities: A multiple case study Published In International Journal of Medical Informatics
2011	On the atomic anisotropy of thermal expansion in bulk metallic glass Published In Advanced Engineering Materials
2011	Using ontologies to synchronize change in relational database systems Published In Journal of Research and Practice in Information Technology
2010	An offer generation approach to SLA negotiation support in service oriented computing Published In Service Oriented Computing and Applications
2009	Dynamic selection of service peers with multiple property specifications Published In Lecture Notes in Business Information Processing
2009	Reflecting on ontologies: Towards ontology-based agent-oriented software engineering Published In Conferences in Research and Practice in Information Technology
2008	Mining E-Services in P2P-based Workflow Enactments Published In Online Information Review
2007	A P2P based Service Flow System with Advanced Ontology-based Service Profiles Published In Advanced Engineering Informatics: the science of supporting knowledge-intensive activities
2007	Analysis of Business Process Integration in Web Service Context Published In Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications
2007	Bridging the semantic gap between business processes and semantic Web services Published In Journal of Internet Technology
2005	Microstructure Control of RF and Carbon Aerogels Prepared by Sol-Gel Process Published In Journal of Sol-Gel Science and Technology
2000	From Petri nets to formal description techniques and protocol engineering Published In Ruan Jian Xue Bao/Journal of Software

Book

Year	Title
2020	Adaptive Micro Learning - Using Fragmented Time to Learn Publisher Singapore

Chapter

Year	Title
2019	A data dependency and access threshold based replication strategy for multi-cloud workflow applications Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer International Publishing
2017	A consumer-oriented decision-making approach for selecting the cloud storage service: From PAPRIKA perspective Published In Lecture Notes in Business Information Processing Publisher Springer International Publishing
2017	Big data in genomics Published In Big Data Management and Processing Publisher Taylor & Francis Group
2017	GPU Based Simulations of Collision Detection of Irregular Vessel Walls Published In Frontier Computing. FC 2016: Lecture Notes in Electrical Engineering Publisher Berlin
2017	SBAR: A Conceptual Framework to Support Learning Path Adaptation in Mobile Learning Published In The 5th International Conference on Frontier Computing Publisher Berlin
2013	A multi agent system based implementation for semantic web services Published In Information Systems Development: Reflections, Challenges and New Directions Publisher United Kingdom
2009	Adaptive E-Services selection in P2P-based workflow with multiple property specifications Published In Web mining applications in e-commerce and e-services Publisher Berlin
2006	Preface Published In Business Process Management Workshops Publisher Springer Berlin Heidelberg
2003	RDF-Based Knowledge Models for Network Management Published In Integrated Network Management VIII Publisher Springer US

Conference Paper

Year	Title
2021	Embedding the development of graduate qualities of international postgraduate IT students in the disciplinary curriculum
2021	Multivariate Multi-Step Train Delay Forecasting: A Hybrid LSTM-CPS Solution
2021	Preface Published In ACM International Conference Proceeding Series
2021	Towards A More Effective Bidirectional LSTM-based Learning Model for Human-Bacterium Protein-Protein Interactions Published In 14th International Conference on Practical Applications of Computational Biology & Bioinformatics
2021	TreeNet: A hierarchical deep learning model to facilitate edge intelligence for resource-constrained devices Published In Proceedings - 21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2021
2020	A Bandwidth and Latency Based Replica Selection Mechanism for Data-Intensive Workflow Applications in the Multi-Cloud Environment Published In Proceedings of Australasian Computer Science Week (ACSW 2020),
2020	A Service Computing Framework for Proteomics Analysis and Collaboration of Pathogenic Mechanism Studies Published In IEEE International Conference on Services Computing
2020	A qualitative study of the strategic alignment perspective of public-sector organisations in Saudi Arabia in the digital age Published In Proceedings of the 24th Pacific Asia Conference on Information Systems: Information Systems (IS) for the Future, PACIS 2020
2020	A qualitative study of the strategic alignment perspective of public-sector organisations in Saudi Arabia in the digital age Published In Proceedings of the 24th Pacific Asia Conference on Information Systems: Information Systems (IS) for the Future, PACIS 2020
2020	Attention-based High-order Feature Interactions to Enhance the Recommender System for Web-based Knowledge-Sharing Servic Published In International Conference on Web Information Systems Engineering
2020	Combined General Vector Machine for Single Point Electricity Load Forecast Published In The 9th International Conference on Frontier Computing (FC2019) Theory, Technologies and Applications
2020	Deep Sequence Labelling Model for Information Extraction in Micro Learning Service Published In IEEE International Joint Conference on Neural Networks
2020	Evolutionary Learner Profile Optimization using Rare and Negative Association Rules for Micro Open Learning Published In 16th International Conference on Intelligent Tutoring Systems
2020	HIME: Mining and Ensembling Heterogeneous Information for Protein Interaction Predictions Published In IEEE International Joint Conference on Neural Networks
2020	Research on the Association between Eye Contact and Social Phobia in Chinese College Students Based on a Binomial Logistic Regression Equation Model Published In 2020 Asia-Pacific Conference on Engineering Education, Advanced Education and Training (EEAET)
2020	Towards Industrial Internet of Things in Steel Manufacturing: A Multiple-Factor-based Detection System of Longitudinal Surface Cracks Published In Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020
2019	A Survey of Segmentation, Annotation, and Recommendation Techniques in Micro-Learning for Next Generation of OER Published In Proceedings of the 2019 IEEE 23rd International Conference on Computer Supported Cooperative Work in Design
2019	A Microservices Oriented Edge Computing Framework for LVC Simulation in the IoT Era Published In ICCMS 2019: Proceedings of the 11th International Conference on Computer Modeling and Simulation
2019	Ensemble Neural Network Method for Wind Speed Forecasting Published In 2019 IEEE International Workshop on Signal Processing Systems
2019	Fast Anomaly Detection on Multiple Multi-dimensional Data Streams Published In IEEE International Conference on Big Data (Big Data 2019)
2019	Hyperparameter Estimation in SVM with GPU Acceleration for Prediction of Protein-Protein Interactions Published In IEEE International Conference on Big Data (Big Data 2019)
2019	Leveraging SMOTE in A Two-Layer Model for Prediction of Protein-Protein Interactions Published In 2019 Seventh International Conference on Advanced Cloud and Big Data (CBD)
2019	The Item Response Theory Model for an AI-based Adaptive Learning System Published In IEEE International Conference on Information Technology Based Higher Education and Training (ITHET)
2019	Towards a General Prediction System for the Primary Delay in Urban Railways Published In 2019 IEEE Intelligent Transportation Systems Conference (ITSC)
2018	Adding agility to software maturity assessment procedures – a case on digital transformation case from the automotive industry Published In European Conference on Information Systems (ECIS 2018)
2018	Assessing the Determinants of Business Value Related to IT Projects: A Strategic Alignment Perspective of Public-Sector Organisations in Saudi Arabia Published In 29th Australasian Conference on Information Systems (ACIS2018)
2018	Data Fusion for MaaS: Opportunities and Challenges Published In International Conference on Computer Supported Cooperative Work in Design
2018	Data Fusion for MaaS: Opportunities and Challenges Published In Proceedings of the 2018 IEEE 22nd International Conference on Computer Supported Cooperative Work in Design, CSCWD 2018
2018	Data Privacy and System Security for Banking and Financial Services Industry based on Cloud Computing Infrastructure Published In International Conference on Computer Supported Cooperative Work in Design
2018	Data Privacy and System Security for Banking and Financial Services Industry based on Cloud Computing Infrastructure Published In Proceedings of the 2018 IEEE 22nd International Conference on Computer Supported Cooperative Work in Design, CSCWD 2018
2018	Enabling Intelligent Business Processes with Context Awareness Published In IEEE International Conference on Services Computing
2018	Ensemble Machine Learning Systems for the Estimation of Steel Quality Control Published In 2018 IEEE International Conference on Big Data (Big Data)
2018	Evaluation of a Cloud-based System for Delivering Adaptive Micro Open Education Resource to Fresh Learners Published In IEEE International Conference on Cloud Computing
2018	Exploration of the misalignment between business and IT strategic objectives in public-sector organisations: An empirical study in Saudi Arabia Published In Lecture Notes in Business Information Processing
2018	Knowledge Sharing in Digital Learning Communities: A Comparative Review of Issues between Education and Industry Published In 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE)
2018	Misalignment between business and IT strategic objectives in Saudi Arabia public sector organisations Published In 3rd International Conference on Internet of Things, Big Data and Security (IoTBDS 2018)
2018	Towards Biological Sequence Data Service with Insights Published In 2018 IEEE International Conference on Big Data (Big Data)
2017	A Comparison Study for Supervised Machine Learning Models in Cancer Classification Published In 16th International Conference on Bioinformatics (InCoB 2017)
2017	African Societal Challenges Transformation through IoT Published In 21st Pacific Asia Conference on Information System (PACIS 2017)s
2017	Aligning Business Strategy with IT Strategy from Business Model to Enterprise in Saudi Arabia Public Sector Published In 21st Pacific Asia Conference on Information System (PACIS 2017)s
2017	Assisting Open Education Resource Providers and Instructors to Deal With Cold Start Problem in Adaptive Micro Learning: a Service Oriented Solution Published In IEEE SCC 2017: IEEE International Conference on Services Computing
2017	Collaborative Data Analytics towards Prediction on Pathogen-Host Protein-Protein Interactions Published In International Conference on Computer Supported Cooperative Work in Design
2017	Cost-effective Big Data Mining in the Cloud: A Case Study with K-means Published In IEEE 10th International Conference on Cloud Computing 2017
2017	GScheduler: Optimizing Resource Provision by using GPU Usage Pattern Extraction in Cloud Environment Published In IEEE International Conference on Systems, Man and Cybernetics
2017	Leveraging Stacked Denoising Autoencoder in Prediction of Pathogen-Host Protein-Protein Interactions Published In IEEE 6th International Congress on Big Data
2017	Neural Network Model with Monte Caro Algorithm for Electricity Demand Forecasting in Queensland Published In Australasian Symposium on Grid Computing and e-Research (now AusPDC)
2017	Ontological Learner Profile Identification for Cold Start Problem in Micro Learning Resources Delivery Published In IEEE International Conference on Advanced Learning Technologies (ICALT 2017)
2017	Profiling and Supporting Adaptive Micro Learning on Open Education Resources Published In Proceedings - 2016 International Conference on Advanced Cloud and Big Data, CBD 2016
2017	Towards Cost Reduction in Cloud-Based Workflow Management through Data Replication Published In 5th International Conference on Advanced Cloud and Big Data
2017	Towards Elucidating the Structural Principles of Host-Pathogen Protein-Protein Interaction Networks: A bioinformatics survey Published In IEEE 6th International Congress on Big Data
2016	A groundwater management tool for solving the pumping yields minimization problem Published In 2016 FOURTH INTERNATIONAL CONFERENCE ON ADVANCED CLOUD AND BIG DATA (CBD 2016)
2016	A groundwater management tool for solving the pumping yields minimization problem: a case study in the Heihe River Basin Published In 2016 International Conference on Advanced Cloud and Big Data
2016	A high availability application service platform for nuclear power enterprises Published In 2016 IEEE 20th International Conference on Computer Supported Cooperative Work in Design (CSCWD)
2016	Clearing the ‘Cloud’ Hanging Over the Adoption of Cloud Computing in Australian SMEs Published In DIGIT 2016
2016	Cloud computing adoption decision modelling for SMEs: from the PAPRIKA perspective Published In International Conference on Frontier Computing
2016	Cloud computing adoption determinants: an analysis of Australian SMEs Published In Pacific Asia Conference on Information Systems 2016 Proceedings
2016	Cloud computing services adoption in Australian SMEs: a firm-level investigation Published In Pacific Asia Conference on Information Systems 2016 Proceedings
2016	Competency-based approach to information systems program development: Guidance from the MSIS 2016 global competency model Published In 2016 AIS SIGED International Conference on IS Education and Research
2016	Coverless Text Information Hiding Method Based on the Word Rank Map Published In CLOUD COMPUTING AND SECURITY, ICCCS 2016, PT I
2016	Learning path adaptation in online learning systems Published In 2016 IEEE 20th International Conference on Computer Supported Cooperative Work in Design (CSCWD)
2016	MSIS 2016: a comprehensive update of graduate level curriculum recommendation in information systems Published In AMCIS 2016: Proceedings of the 22nd Americas Conference on Information Systems (AMCIS)
2016	Profiling and Supporting Adaptive Micro Learning on Open Education Resources Published In 2016 International Conference on Advanced Cloud and Big Data
2016	Towards data analytics of pathogen-host protein-protein interaction: a survey Published In 2016 IEEE International Congress on Big Data (BigData Congress)
2015	A Formal Study of Backward Compatible Dynamic Software Updates Published In SOFTWARE ENGINEERING AND FORMAL METHODS
2015	A multi perspective approach for understanding the determinants of cloud computing adoption among Australian SMEs Published In 26th Australasian Conference on Information Systems
2015	Current MSIS students' views on program outcomes Published In Proceedings of the AIS SIG-ED IAIM 2015 Conference
2015	Drawing micro learning into MOOC: using fragmented pieces of time to enable effective entire course learning experiences Published In International Conference on Computer Supported Cooperative Work in Design
2015	MLaaS: A Cloud System for Mobile Micro Learning in MOOC Published In 2015 IEEE THIRD INTERNATIONAL CONFERENCE ON MOBILE SERVICES MS 2015
2015	MLaaS: A cloud system for mobile micro learning in MOOC Published In IEEE International Conference on Mobile Services
2015	Master’s degree programs in information systems: a global view Published In Proceedings of the AIS SIG-ED IAIM 2015 Conference
2015	Multi-objective Ant Colony System for Data-Intensive Service Provision Published In Proceedings - 2014 2nd International Conference on Advanced Cloud and Big Data, CBD 2014
2015	Research of Botnet Situation Awareness Based on Big Data Published In WEB TECHNOLOGIES AND APPLICATIONS, APWEB 2015 WORKSHOPS
2015	Revising the MSIS 2016 model curriculum: status update and panel discussion Published In Proceedings of the AIS SIG-ED IAIM 2015 Conference
2015	Supervised machine learning model for high dimensional gene data in colon cancer detection Published In IEEE BigData Congress
2015	Towards bringing adaptive micro learning into MOOC courses Published In IEEE International Conference on Advanced Learning Technologies
2014	An Hsm-Based Scalable Network Service Model Published In 2014 ELEVENTH INTERNATIONAL CONFERENCE ON WIRELESS AND OPTICAL COMMUNICATIONS NETWORKS (WOCN)
2014	An improved genetic algorithm for cost-effective data-intensive service composition Published In 2013 Ninth International Conference on Semantics, Knowledge and Grids (SKG)
2014	Ant-inspired multi-phase and multi-party negotiations in the data-intensive service provision Published In IEEE International Conference on Services Computing
2014	Bio-inspired cost-effective access to big data Published In International Symposium for Next Generation Infrastructure (ISNGI 2013)
2014	Collaborative learning through TaaS: a mobile system for courses over the cloud Published In 2014 IEEE 14th International Conference on Advanced Learning Technologies (ICALT 2014)
2014	Delay Constrained Maximum Lifetime Multicast Based on Particle Swarm Optimization in Wireless Ad Hoc Networks with Directional Antennas Published In 2014 IEEE 11TH INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL (ICNSC)
2014	Impacts of pheromone modification strategies in ant colony for data-intensive service provision Published In 21st IEEE International Conference of Web Services (ICWS 2014)
2014	Multi-objective ant colony system for data-intensive service provision Published In International Conference on Advanced Cloud and Big Data
2013	A personalized hybrid recommendation system oriented to e-commerce mass data in the cloud Published In IEEE International Conference on Systems, Man and Cybernetics
2013	An MAS-based implementation for semantic web services composition Published In Information Systems Development: Reflections, Challenges and New Directions
2013	Cost and time aware ant colony algorithm for data replica in alpha magnetic spectrometer experiment Published In IEEE 2nd International Congress on Big Data
2013	Economical data-intensive service provision supported with a modified genetic algorithm Published In IEEE 2nd International Congress on Big Data
2013	Enhanced ant colony algorithm for cost-aware data-intensive service provision Published In 2013 IEEE International Congress on Big Data: BigData Congress
2013	Evaluations of heuristic algorithms for teamwork-enhanced task allocation in mobile cloud-based learning Published In International Conference on Computer Supported Cooperative Work in Design
2013	Facilitating collaborative learning in TaaS: a mobile cloud system for enhancing teamwork performance Published In IEEE International Conference on Systems, Man and Cybernetics
2013	Teamwork as a service: a cloud-based system for enhancing teamwork performance in mobile learning Published In IEEE International Conference on Advanced Learning Technologies
2013	Towards minimizing cost for composite data-intensive services Published In 2013 IEEE 17th International Conference on Computer Supported Cooperative Work in Design
2012	A survey on bio-inspired algorithms for web service composition Published In Proceeding of the 16th International Conference on Computer Supported Cooperative Work in Design
2012	A synthesis of a knowledge management framework for sports event management Published In ICSOFT 2012: 7th International Conference on Software Paradigm Trends
2012	Evaluating usage of WSMO and OWL-S in semantic web services Published In Proceedings of the Eighth Asia-Pacific Conference on Conceptual Modelling (APCCM 2012)
2012	Towards bio-inspired cost minimisation for data-intensive service provision Published In IEEE First International Conference on Services Economics (SE 2012)
2011	A light weight approach for ontology generation and change synchronization between ontologies and source relational databases Published In Proceedings of the 2011 15th International Conference on Computer Supported Cooperative Work in Design (CSCWD)
2011	Analyzing fault-impact region of composite service for supporting fault handling process Published In IEEE International Conference on Services Computing
2011	Comparison of bio-inspired algorithms for peer selection in services composition Published In IEEE International Conference on Services Computing (SCC 2011)
2011	DeDu: Building a deduplication storage system over cloud computing Published In International Conference on Computer Supported Cooperative Work in Design
2011	Modeling mobile learning system using ANFIS Published In ICALT '11 Proceedings of the 2011 IEEE International Conference on Advanced Learning Technologies
2011	P2CP: a new cloud storage model to enhance performance of cloud services Published In CONF-IRM 2011 Proceedings
2011	Towards knowledge management in sports event management: Context analysis of Malaysian biannual games with CommonKADS Published In ICSOFT 2011: 6th International Conference on Software and Data Technologies
2011	Towards peer selection in a semantically-enriched service execution framework with QoS specifications Published In ICIW 2011: The Sixth International Conference on Internet and Web Applications and Services
2010	Enhanced learner model for adaptive mobile learning Published In International Conference on Information Integration and Web-based Applications & Services
2010	Message from chairs Published In Proceedings - 2010 IEEE International Conference on Service-Oriented Computing and Applications, SOCA 2010
2009	A machine learning based framework for adaptive mobile learning Published In International Conference on Web-based Learning
2009	Ant inspired scalable peer selection in ontology-based service composition Published In IEEE World Congress on Services
2009	Customizable data exchange based on web service Published In Workshop on Service-Oriented Applications, Integration and Collaboration
2009	Dynamic service selection for service composition with time constraints Published In Australian Software Engineering Conference
2009	Optical coatings with ultralow refractive index SiO2 films Published In Proceedings of SPIE
2009	QoS-aware peer services selection using ant colony optimisation Published In Business Information Systems Workshops
2009	Reflecting on ontologies towards ontology-based agent-oriented software engineering Published In Advances in Ontologies: 5th Australasian Ontology Workshop
2009	Refractive index controllable coatings for optical detectors Published In Proceedings of SPIE
2009	Towards dynamic formation of temporal constraints for the service level agreements negotiation Published In IEEE International Conference on Service-Oriented Computing and Applications (SOCA 2009)
2009	Verification of composite services with temporal consistency checking and temporal satisfaction estimation Published In International Conference on Web Information Systems Engineering
2008	A practical geographic ontology for spatial web services Published In IEEE International Conference on Services Computing
2008	A pragmatic GIS-oriented ontology for location based services Published In ASWEC 2008: 19TH AUSTRALIAN SOFTWARE ENGINEERING CONFERENCE, PROCEEDINGS
2008	A pragmatic GIS-oriented ontology for location based services Published In Australian Software Engineering Conference
2008	Adaptive task allocation for P2P-based e-services composition Published In International Conference on Pervasive Computing and Applications
2008	Modelling Quality and Spatial Characteristics for Autonomous e-Service Peers Published In International Conference on Advanced Information Systems Engineering
2007	An Integration Life Cycle for Semantic Web Services Composition Published In International Conference on Computer Supported Cooperative Work in Design
2007	Preparation of Pd doped WO3 films via sol-gel method and their gasochromic properties Published In Proceedings of SPIE
2007	QoS aware service selection in P2P-based business process frameworks Published In IEEE Conference on E-Commerce Technology
2006	SwinDeW-S: Extending P2P workflow systems for adaptive composite Web services Published In Proceedings of the Australian Software Engineering Conference, ASWEC
2003	RDF-based knowledge models for network management Published In IFIP Advances in Information and Communication Technology

Investigator On

Year	Title
2018	Smart Micro Learning with Open Education Resources Awarded by: Australian Research Council (ARC) Funding Scheme: Discovery Projects
	Automatic and Modularised toolbox for Knowledge Discovery Awarded by: Defence Innovation Network (DIN) Funding Scheme: Artificial Intelligence for Decision Making Initiative

Other Research Activities

Research on AI supported Adaptive Micro Learning PI of NSFC 2019 - 2022
Research on the Edge Computing Execution Framework and Optimization Mechanism for Deep Learning Application, PI of NSFC 2019 - 2022
Cross Cultural Summer School - UOW and XIDIAN, BJTU, and CCNU CI 2020 - 2021
Document corpus analysis (DIN AI analytics) CI 2020 - 2021
Cross Cultural Summer School - UOW and XIDIAN, BJTU, and CCNU NCP 2019 - 2020
Cost-effective PHPPI prediction EIS-SIF 2018 - 2019
Tackling e-Learning and Bioinformatics Applications with Surrogate-Assisted Evolutionary Computation CI of UGPN 2018 - 2019
Research on the Resource Optimization Mechanism for Large-Scale Graph Processing in Cloud Environment PI of NSFC 2016 - 2019
Adaptive and Effective Open Online Courses for Mobile and Team Learners EIS-Seed 2016 - 2017
Robotic Fabrication in Architecture and Arts UOW-GCP 2016 - 2017
Adaptive cloud based mobile learning for the Massive Open Online Courses EIS SRP 2015 - 2016

Impact Story

Panel member of MSIS 2016 (co-sponsored by AIS and ACM)
Summary
MSIS 2016 is the seventh collaborative effort between ACM and AIS (following IS’97, IS 2002, and IS 2010 at the undergraduate level; MSIS 2000 and MSIS 2006 at the graduate level; and CC 2005 as an integrative document). Both ACM and AIS are global organizations that work to advance computing and its transformative uses. ACM’s membership includes industry professionals, academics, and students worldwide, and it works in a broad spectrum of areas in computing. AIS is the premier global society for faculty members affiliated with IS, and it also serves students through a student chapter structure. The organizations complement each other’s strengths and have been strong partners in educational initiatives since the 1990s.

Detail View

Detail View Summary View
Field of Research
Countries / Regions
Beneficiaries

Beneficiary Quantification Description
External Partners
Evidence of Impact

Evidence Description
UOW Centres / Programs
UOW Researchers / Collaborators
Real-time Dashboard to Improve Performance of Whole Sydney Trains Network
Summary
In Sydney, recent significant delays across metropolitan train network were frustrating for many public transport users. There are many different reasons behind train delays, some are unpredictable. New technologies had been applied to improve communications between train operators and real time notifications to customers, but there is a lack of overview of the performance of the whole network. UOW’s final year project team, under A/Prof Jun Shen’s supervision, developed an online dashboard system, which exploited latest UI visualisation, asynchronous Web technologies, cloud based data solution, and geographical information systems, to give Sydney Trains operators a real-time view of whole nextwork. It also supports detailed queries on a particular trains station or rail line, as well as archived historical train running performance data. This work makes time-consuming data analysis work much easier and faster with just a few clicks of buttons. Not only it is time saving, the system is also cost saving as a better mitigation plan could be developed in case of network chaos, to minimise the overall spending on organising replacement buses. As a result, Sydney Trains have been keen to extend the project to further tackle train delay problems. The project is a great example how IT could transform the different industries or public sector in modern society, in this case it belongs to a bigger effort of smart city. Center for IT enabled Transoformation (CITT) in the School of Computing and IT, is working with Sydney Trains, Data 61 of CSIRO and University of Sydney on a collaborated project on Mobility as a Service (MaaS). The long term objective is to provide an intelligent and integrative transport system for all publica transport users, who can travel between different transport modes, such as trains, buses, ferries, light rails etc, seamlessly with the least cost. If successful, the project will make beneficial impacts in improved efficiency and effectiveness of Sydney transport network, saving tens of millions dollars a year for public infrastructure expenditure.

Detail View

Detail View Summary View
Field of Research
Countries / Regions
Beneficiaries

Beneficiary Quantification Description
External Partners
Evidence of Impact

Evidence Description
UOW Centres / Programs
UOW Researchers / Collaborators

Potential Supervision Topics

Bioinformatics
Computational Intelligence Applications (Big Data);
Modern Learning (Teaching) Systems;
Cloud Computing.
ITS
Industrial Internet

Teaching Activities

16+ subjects 2006 -

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy (Integrated)	Predicting students behaviour in MOOC using knowledge graph
Doctor of Philosophy	Digital Transformation of Government to Create Transparency and Public Trust: A Mixed Methods Research on Indonesia's National Civil Service Workforce Capability Development
Doctor of Philosophy (Integrated)	Data Replication and Its Alignment with Fault Management in the Cloud Environment	Xie, Fei
Doctor of Philosophy (Integrated)	Assessing the Determinants of Business Value Related to IT Projects: A Strategic Alignment Perspective in Public Sector Organisations in Saudi Arabia	Alghazi, Abdulaziz
Master of Philosophy	Pedagogical Approaches to Integrating Virtual Reality in MOOC to Enhance Learning Outcomes	Kayastha, Mahesh
Doctor of Philosophy	Inferential Factors on the effective Use of Knowledge Management Systems	Jackson, Timothy
Doctor of Philosophy	The enablers and inhibitors of public value creation through open government data usage : A mixed method research approach	Benmohamed, Nuria
Doctor of Philosophy (Integrated)	Applying Natural Language Processing on Unstructured Data to Understand and Predict Malnutrition in Residential Aged Care Facilities	Alkhalaf, Mohammad
Doctor of Philosophy	Pedestrian Social Group Behavior in High-density Conditions	Zhang, Steve
Doctor of Philosophy	Cashing In on the Fans: the (B)looming KOL Economy in China	Zhang, Susan
Doctor of Philosophy	Optimal Grouping and Intelligent Tutoring in Innovative Learning Environments: Classification based on the Learners' Competencies, Preferences, and Tasks	Garshasbi, Soheila
Master of Philosophy - EIS	Personalized and Inclusive Learning in Digitalized Education Governance: An Action Research to Navigate the Effectiveness of Adaptive Content Feeding model for Australian Secondary Students	Li, Hao
Doctor of Philosophy	Evolutionary Cost-sensitive Learning for Deep Learning	Telikani, Akbar
Master of Philosophy - EIS	A Study of Recommendation Model for Optimized Study Plan Based on Machine Learning and Micro Learning as a Service	Zhuang, Kaizhi

Reviewer Of

50+ international journals and 200+ international conferences (Academic Article) 2006 -

Organizer Of Event

ICCMS 2018 -
Pre-ICIS SIGBPS 2018 -
CBD 2017 -
IEEE SKG 2013 -
BiHI/ADC 2017
IEEE SOCA 2009 - 2010

Professional Service Activities

10 international journals Associate Editor or Member of Editorial Board 2006 -

Outreach And Community Service Activities

IEEE, ACS, ACM, AIS Senior Member 2006 -

Education And Training

Doctor of Philosophy in Computer Science, Southeast University 2001

Credentials

Senior Member of IEEE, ACM, ACS, 2006

Awards And Honors

Outstanding reviewer, conferred by Elsevier, 2015
Distinguished Leadership Award, conferred by IEEE Education Society, 2012

Full Name

Jun Shen

Mailing Address

School of Computing and IT

UOW

Wollongong

2522

Australia

Geographic Location

University of Wollongong

Located In Facility

3.104

Orcid Id

http://orcid.org/0000-0002-9403-7140 (confirmed)

Scopus Id

55649570000

Overview

Overview

Top Publications

Research Areas

Research Overview

Geographic Focus

Available as Research Supervisor

Affiliation

Available for Collaborative Projects

Head Of

Member Of

Has Collaborator

Attended Event

Publications

Selected Publications

Journal Article

Book

Chapter

Conference Paper

Funding

Investigator On

Other Research Activities

Impact

Impact Story

Panel member of MSIS 2016 (co-sponsored by AIS and ACM)

Real-time Dashboard to Improve Performance of Whole Sydney Trains Network

Supervision

Available as Research Supervisor

Potential Supervision Topics

Teaching Activities

Advisees

Graduate Advising Relationship

Service

Reviewer Of

Organizer Of Event

Professional Service Activities

Outreach And Community Service Activities

Background

Education And Training

Credentials

Awards And Honors

Contact

Full Name

Mailing Address

Geographic Location

Located In Facility

Identity

Orcid Id

Scopus Id

Overview

Top Publications

Research Areas

Research Overview

Geographic Focus

Affiliation

Head Of

Member Of

Has Collaborator

Attended Event

Publications

Selected Publications

Journal Article

Book

Chapter

Conference Paper

Funding

Investigator On

Other Research Activities

Impact

Impact Story

Panel member of MSIS 2016 (co-sponsored by AIS and ACM)

Real-time Dashboard to Improve Performance of Whole Sydney Trains Network

Supervision

Potential Supervision Topics

Teaching Activities

Advisees

Graduate Advising Relationship

Service

Reviewer Of

Organizer Of Event