Beydoun, Ghassan

Research Overview

- Agent modelling
- Disaster management
- Software modelling
- Knowledge systems

Selected Publications

Journal Article

Year	Title
2022	A model-driven approach to reengineering processes in cloud computing Published In Information and Software Technology
2022	A novel method using explainable artificial intelligence (XAI)-based Shapley Additive Explanations for spatial landslide prediction using Time-Series SAR dataset Published In Gondwana Research
2022	Applying Machine Translation and Language Modelling Strategies for the Recommendation Task of Micro Learning Service Published In Educational Technology and Society
2022	Assessment of Complexity in Cloud Computing Adoption: a Case Study of Local Governments in Australia Published In Information Systems Frontiers
2022	Developing Reusable COVID-19 Disaster Management Plans Using Agent-Based Analysis Published In Sustainability (Switzerland)
2022	Disaster Management Knowledge Analysis Framework Validated Published In Information Systems Frontiers
2022	How the Structures Provided by Social Media Enable Collaborative Outcomes: A Study of Service Co-creation in Nonprofits Published In Information Systems Frontiers
2022	The Co-construct/ Co-evolving Process between Organization¿s Absorptive Capacity and Enterprise System Practice under Changing Context: The Case of ERP Practice Published In Information Systems Frontiers
2021	A new integrated approach for landslide data balancing and spatial prediction based on generative adversarial networks (GAN) Published In Remote Sensing
2021	An Architecture Framework Approach for Complex Transport Projects Published In Information Systems Frontiers
2021	An optimization tool for production planning: A case study in a textile industry Published In Applied Sciences (Switzerland)
2021	Correction to: An Architecture Framework Approach for Complex Transport Projects (Information Systems Frontiers, (2021), 23, 3, (575-595), 10.1007/s10796-019-09978-y) Published In Information Systems Frontiers
2021	Earthquake vulnerability assessment for the Indian subcontinent using the Long Short-Term Memory model (LSTM) Published In International Journal of Disaster Risk Reduction
2021	Spatial earthquake vulnerability assessment by using multi-criteria decision making and probabilistic neural network techniques in Odisha, India Published In Geocarto International
2021	The effect of individual’s technological belief and usage on their absorptive capacity towards their learning behaviour in learning environment Published In Sustainability (Switzerland)
2020	Big data management and analytics metamodel for IoT-enabled smart buildings Published In IEEE Access
2020	Earthquake hazard and risk assessment using machine learning approaches at Palu, Indonesia Published In Science of the Total Environment
2020	Earthquake vulnerability assessment in Northern Sumatra province by using a multi-criteria decision-making model Published In International Journal of Disaster Risk Reduction
2020	From Ideal to Reality: Segmentation, Annotation, and Recommendation, the Vital Trajectory of Intelligent Micro Learning Published In World Wide Web
2020	Integrated model for earthquake risk assessment using neural network and analytic hierarchy process: Aceh province, Indonesia Published In Geoscience Frontiers
2020	Seismic hazard and risk assessment: a review of state-of-the-art traditional and GIS models Published In Arabian Journal of Geosciences
2020	Success prediction of android applications in a novel repository using neural networks Published In Complex and Intelligent Systems
2020	Towards an assessment framework of reuse: A Knowledge Level Analysis Approach Published In Complex and Intelligent Systems
2019	Big data analytics architecture design-An application in manufacturing systems Published In Computers and Industrial Engineering
2019	Experiential probabilistic assessment of cloud services Published In Information Sciences
2019	Next generation smart manufacturing and service systems using big data analytics Published In Computers and Industrial Engineering
2019	Towards the Readiness of Learning Analytics Data for Micro Learning Published In Lecture Notes in Computer Science
2019	Twenty Years of Information Systems Frontiers Published In Information Systems Frontiers
2018	A generic cloud migration process model Published In European Journal of Information Systems
2018	Agent-Based Knowledge Analysis Framework in Disaster Management Published In Information Systems Frontiers
2018	Data-Centric Intelligent Computing Published In International Journal of Computational Intelligence Systems
2018	Developing a decision support system for Disaster Management: Case study of an Indonesia volcano eruption Published In International Journal of Disaster Risk Reduction
2018	Disaster Management and Information Systems: Insights to Emerging Challenges Published In Information Systems Frontiers
2018	Reusing empirical knowledge during cloud computing adoption Published In Journal of Systems and Software
2018	Systems and sensors in geoscience applications Published In Journal of Sensors
2018	Virtual geographic environments in socio-environmental modeling: a fancy distraction or a key to communication? Published In International Journal of Digital Earth
2017	Challenges in migrating legacy software systems to the cloud — an empirical study Published In Information Systems
2017	Constructing enhanced default theories incrementally Published In COMPLEX & INTELLIGENT SYSTEMS
2017	Model driven approach for real-time requirement analysis of multi-agent systems Published In Computer Languages, Systems and Structures
2017	Organizing Online Computation for Adaptive Micro Open Education Resource Recommendation Published In Lecture Notes in Computer Science
2017	The architecture of an effective software application for managing enterprise projects Published In Journal of Modern Project Management
2017	The architecture of an effective software application for managing enterprise projects Published In Journal of Modern Project Management
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 metamodel-based knowledge sharing system for disaster management Published In Expert Systems with Applications
2016	Australia’s National Health Programs: An Ontological Mapping Published In Australasian Journal of Information Systems
2016	Automating the reuse of domain knowledge to improve the modelling outcome from interactions between developers and clients Published In Computing
2016	Centering ontologies in agent oriented software engineering processes Published In COMPLEX & INTELLIGENT SYSTEMS
2016	Cloud migration process—a survey, evaluation framework, and open challenges Published In Journal of Systems and Software
2016	Computationally efficient ontology selection in software requirement planning Published In Information Systems Frontiers: a journal of research and innovation
2016	Supporting agent oriented requirement analysis with ontologies Published In International Journal of Human-Computer Studies
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	Development and validation of a disaster management metamodel (DMM) Published In Information Processing and Management
2014	Identification of ontologies to support information systems development Published In Information Systems
2014	Requirements elicitation and specification using the agent paradigm: the case study of an aircraft turnaround simulator Published In IEEE Transactions on Software Engineering
2013	Dynamic evaluation of the development process of knowledge-based information systems Published In Knowledge and Information Systems
2013	Generic modelling of security awareness in agent based systems Published In Information Sciences
2013	Model-driven disaster management Published In Information and Management
2013	Providing metrics and automatic enhancement for hierarchical taxonomies Published In Information Processing and Management
2013	Service Oriented Architectures (SOA) adoption challenges Published In International Journal of Intelligent Information Technologies
2013	Suitability assessment framework of agent-based software architectures Published In Information and Software Technology
2012	Evaluating disaster management knowledge model by using a frequency-based selection technique Published In Lecture Notes in Computer Science
2011	Development of a peer-to-peer information sharing system using ontologies Published In Expert Systems with Applications
2011	How do we measure and improve the quality of a hierarchical ontology? Published In Journal of Systems and Software
2011	Modelling with agents Published In Lecture Notes in Computer Science
2011	Outbound logistics exception monitoring: a multi-perspective ontologies' approach with intelligent agents Published In Expert Systems with Applications
2011	Using ontologies to synchronize change in relational database systems Published In Journal of Research and Practice in Information Technology
2010	A dimensional tolerancing knowledge management system using Nested Ripple Down Rules (NRDR) Published In Engineering Applications of Artificial Intelligence
2010	A disaster management metamodel (DMM) validated Published In Lecture notes in computer science
2010	Automating Dimensional Tolerancing using Ripple Down Rules (RDR) Published In Expert Systems with Applications
2010	Metamodelling approach towards a disaster management decision support system Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009	A security-aware metamodel for multi-agent systems (MAS) Published In Information and Software Technology
2009	FAML: A generic metamodel for MAS development Published In IEEE Transactions on Software Engineering
2009	Formal concept analysis for an e-learning semantic web Published In Expert Systems with Applications
2009	Reflecting on ontologies: Towards ontology-based agent-oriented software engineering Published In Conferences in Research and Practice in Information Technology
2008	Preliminary validation of MOBMAS (ontology-centric agent oriented methodology): Design of a peer-to-peer information sharing MAS Published In Lecture Notes in Computer Science
2007	A Field Study of the Requirements Engineering Practice in Australian Software Industry Published In Requirements Engineering
2007	Evolving semantic web with social navigation Published In Expert Systems with Applications
2007	Modelling MAS-Specific Security Features Published In Lecture notes in computer science
2005	Synthesis of a generic MAS metamodel Published In ACM SIGSOFT Software Engineering Notes

Chapter

Year	Title
2021	Diagnosehäufigkeit und Inanspruchnahme von Gesundheitsleistungen Published In Versorgungs-Report: Klima und Gesundheit Publisher MWV Medizinisch Wissenschaftliche Verlagsgesellschaft mbH and Co. KG
2021	Diagnosehäufigkeit und Inanspruchnahme von Gesundheitsleistungen Published In Versorgungs-Report: Klima und Gesundheit Publisher Medizinisch Wissenschaftliche Verlagsgesellschaft
2021	MOOC Student Dropout Rate Prediction via Separating and Conquering Micro and Macro Information Publisher Springer International Publishing
2019	Diagnosehäufigkeit und Inanspruchnahme von Gesundheitsleistungen Published In Versorgungs-Report Früherkennung Publisher MWV Medizinisch Wissenschaftliche Verlagsgesellschaft mbH and Co. KG
2019	Diagnosehäufigkeit und Inanspruchnahme von Gesundheitsleistungen Published In Versorgungs-Report Früherkennung Publisher Medizinisch Wissenschaftliche Verlagsgesellschaft
2017	SBAR: A Conceptual Framework to Support Learning Path Adaptation in Mobile Learning Published In The 5th International Conference on Frontier Computing Publisher Berlin
2015	Ontology-based music recommender system Published In Distributed Computing and Artificial Intelligence, 12th International Conference Publisher Switzerland
2013	A multi agent system based implementation for semantic web services Published In Information Systems Development: Reflections, Challenges and New Directions Publisher United Kingdom
2012	Evaluating Disaster Management Knowledge Model by Using a Frequency-Based Selection Technique Published In Knowledge Management and Acquisition for Intelligent Systems Publisher Springer Nature
2011	Ontology-mediated Validation of Software Models Published In Information Systems Development Publisher Springer Nature
2009	Using formal concept analysis towards cooperative e-Learning Published In Knowledge acquisition: approaches, algorithms and applications : PKAW 2008 Publisher Berlin, Germany

Conference Paper

Year	Title
2021	Adaptive architecture and principles for securing the iot systems Published In Advances in Intelligent Systems and Computing
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	Deep Sequence Labelling Model for Information Extraction in Micro Learning Service Published In IEEE International Joint Conference on Neural Networks
2020	Towards the next generation of information systems: Enhancing traceability and transparency Published In Australasian Journal of Information Systems
2020	Transfer Learning in Credit Risk Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019	Analysing the trade-off between computational performance and representation richness in ontology-based systems Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018	A review of information privacy laws and standards for secure digital ecosystems Published In ACIS 2018 - 29th Australasian Conference on Information Systems
2018	Employing the model based systems engineering methodologies to develop a domain specific language for contracting of infrastructure projects Published In 2018 Annual IEEE International Systems Conference (SysCon)
2018	Identification of Complexity Issues in the Jakarta Energy Planning Process using Agent-Oriented Analysis (AOA) Published In ACIS 2018: 29th Australasian Conference on Information Systems
2018	Ontology in software engineering Published In ACIS 2018 - 29th Australasian Conference on Information Systems
2018	Uncovering complexity in the jakarta energy planning process using Agent-Oriented analysis Published In ACIS 2018 - 29th Australasian Conference on Information Systems
2017	Disaster Knowledge Management Analysis Framework Utilizing Agent-Based Models: Design Science Research Approach Published In Procedia Computer Science
2017	Indigenous people living with cancer: Developing a mobile health application for improving their psychological well-being Published In AMCIS 2017 - America's Conference on Information Systems: A Tradition of Innovation
2017	IoT architectural concerns: A systematic review Published In ACM International Conference Proceeding Series
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
2016	Is consensus a viable concept to justify use of online collaborative networks in multi-stakeholder governance? Published In The 49th Annual Hawai'i Conference on Systems Sciences
2016	Learning path adaptation in online learning systems Published In 2016 IEEE 20th International Conference on Computer Supported Cooperative Work in Design (CSCWD)
2016	Profiling and Supporting Adaptive Micro Learning on Open Education Resources Published In 2016 International Conference on Advanced Cloud and Big Data
2015	Towards knowledge sharing in disaster management: an agent oriented knowledge analysis framework Published In 26th Australasian Conference on Information Systems
2014	Agile enterprise architecture: a case of a cloud technology-enabled government enterprise transformation Published In Proceeding of the 19th Pacific Asia Conference on Information Systems (PACIS 2014)
2014	Ant-inspired multi-phase and multi-party negotiations in the data-intensive service provision Published In IEEE International Conference on Services Computing
2014	Real-time task attributes and temporal constraints Published In Americas Conference on Information Systems (AMCIS) 2014 Proceedings
2013	An MAS-based implementation for semantic web services composition Published In Information Systems Development: Reflections, Challenges and New Directions
2013	DM model transformations framework Published In 24th Australasian Conference on Information Systems (ACIS 2013)
2013	Enhanced ant colony algorithm for cost-aware data-intensive service provision Published In 2013 IEEE International Congress on Big Data: BigData Congress
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	The use of web 2.0 in disaster management: Structuration theory perspective Published In SIGBPS Workshop on Business Processes and Services (BPS12)
2012	Towards modelling real time constraints Published In ICSOFT 2012: 7th International Conference on Software Paradigm Trends
2011	An ontology-mediated validation process of software models Published In International Conference on Information Systems Development (ISD10)
2011	Comparison of bio-inspired algorithms for peer selection in services composition Published In IEEE International Conference on Services Computing (SCC 2011)
2011	Modeling awareness of agents using policies Published In ICSOFT 2011 - Proceedings of the 6th International Conference on Software and Data Technologies
2011	Modelling of agents using policies for disaster management Published In International Conference on Software and Data Technologies (ICSOFT 2011)
2011	P2CP: a new cloud storage model to enhance performance of cloud services Published In CONF-IRM 2011 Proceedings
2011	Problem-solving methods in agent-oriented software engineering Published In Information Systems Development: Asian Experiences
2011	Supporting developers in complex systems modelling Published In Proceedings of the Australiasian Conference on Information Systems ACIS 2011 - "Identifying the Information Systems Discipline"
2011	Towards agent-oriented approach to a call management system Published In Information Systems Development: Asian Experiences
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	Metamodel-based Decision Support System For Disaster Management Published In International Conference on Software and Data Technologies
2010	Metamodelling approach to support disaster management knowledge sharing Published In Australasian Conference on Information Systems
2010	Nested ripple down rules(NRDR) as a design assistant in mechanical dimensional tolerancing Published In ASME International Mechanical Engineering Congress and Exposition (IMECE 2010)
2010	Ontology-based Validation of Agent Oriented Modelling Published In IKAW 2010 Conference - Knowledge Engineering and Knowledge Mangement by the Masses
2010	Work product-driven software development methodology improvement Published In International Conference on Software and Data Technologies
2009	Reflecting on ontologies towards ontology-based agent-oriented software engineering Published In Advances in Ontologies: 5th Australasian Ontology Workshop
2009	Towards ontology-based MAS methodologies: ontology-based early requirements Published In International Conference on Information Systems Development
2009	Towards problem solving methods in multi-agent systems Published In International Conference on Software and Data Technologies (ICSOFT 2009)
2008	Formal concept analysis for e-learning Published In Pacific Rim Knowledge Acquisition Workshop
2008	When to use a multi agent system? Published In International Conference on Principles of Practice in Multi-Agent Systems
2007	Design of a P2P information sharing MAS using MOBMAS Published In International Conference on Information Systems Development
2005	Preliminary basis for an ontology-based methodological approach for multi-agent systems Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2005	Synthesis of a generic MAS metamodel Published In SELMAS 2005 - Proceedings of the 4th International Workshop on Software Engineering for Large-Scale Multi-Agent Systems
2002	An oo model for incremental hierarchical KA Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2002	Implementing NRDR using OO database management system (OODBMS) Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
1999	Holism and incremental knowledge acquisition Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
1997	NRDR for the acquisition of search knowledge Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Investigator On

Year	Title
2008	Ontology based agent oriented development methodologies Awarded by: Australian Research Council (ARC) Funding Scheme: Discovery Projects

Orcid Id

http://orcid.org/0000-0001-8087-5445 (pending confirmation)

Scopus Id

55912707700

Research Overview

- Agent modelling
- Disaster management
- Software modelling
- Knowledge systems

Selected Publications

Journal Article

Year	Title
2022	A model-driven approach to reengineering processes in cloud computing Published In Information and Software Technology
2022	A novel method using explainable artificial intelligence (XAI)-based Shapley Additive Explanations for spatial landslide prediction using Time-Series SAR dataset Published In Gondwana Research
2022	Applying Machine Translation and Language Modelling Strategies for the Recommendation Task of Micro Learning Service Published In Educational Technology and Society
2022	Assessment of Complexity in Cloud Computing Adoption: a Case Study of Local Governments in Australia Published In Information Systems Frontiers
2022	Developing Reusable COVID-19 Disaster Management Plans Using Agent-Based Analysis Published In Sustainability (Switzerland)
2022	Disaster Management Knowledge Analysis Framework Validated Published In Information Systems Frontiers
2022	How the Structures Provided by Social Media Enable Collaborative Outcomes: A Study of Service Co-creation in Nonprofits Published In Information Systems Frontiers
2022	The Co-construct/ Co-evolving Process between Organization¿s Absorptive Capacity and Enterprise System Practice under Changing Context: The Case of ERP Practice Published In Information Systems Frontiers
2021	A new integrated approach for landslide data balancing and spatial prediction based on generative adversarial networks (GAN) Published In Remote Sensing
2021	An Architecture Framework Approach for Complex Transport Projects Published In Information Systems Frontiers
2021	An optimization tool for production planning: A case study in a textile industry Published In Applied Sciences (Switzerland)
2021	Correction to: An Architecture Framework Approach for Complex Transport Projects (Information Systems Frontiers, (2021), 23, 3, (575-595), 10.1007/s10796-019-09978-y) Published In Information Systems Frontiers
2021	Earthquake vulnerability assessment for the Indian subcontinent using the Long Short-Term Memory model (LSTM) Published In International Journal of Disaster Risk Reduction
2021	Spatial earthquake vulnerability assessment by using multi-criteria decision making and probabilistic neural network techniques in Odisha, India Published In Geocarto International
2021	The effect of individual’s technological belief and usage on their absorptive capacity towards their learning behaviour in learning environment Published In Sustainability (Switzerland)
2020	Big data management and analytics metamodel for IoT-enabled smart buildings Published In IEEE Access
2020	Earthquake hazard and risk assessment using machine learning approaches at Palu, Indonesia Published In Science of the Total Environment
2020	Earthquake vulnerability assessment in Northern Sumatra province by using a multi-criteria decision-making model Published In International Journal of Disaster Risk Reduction
2020	From Ideal to Reality: Segmentation, Annotation, and Recommendation, the Vital Trajectory of Intelligent Micro Learning Published In World Wide Web
2020	Integrated model for earthquake risk assessment using neural network and analytic hierarchy process: Aceh province, Indonesia Published In Geoscience Frontiers
2020	Seismic hazard and risk assessment: a review of state-of-the-art traditional and GIS models Published In Arabian Journal of Geosciences
2020	Success prediction of android applications in a novel repository using neural networks Published In Complex and Intelligent Systems
2020	Towards an assessment framework of reuse: A Knowledge Level Analysis Approach Published In Complex and Intelligent Systems
2019	Big data analytics architecture design-An application in manufacturing systems Published In Computers and Industrial Engineering
2019	Experiential probabilistic assessment of cloud services Published In Information Sciences
2019	Next generation smart manufacturing and service systems using big data analytics Published In Computers and Industrial Engineering
2019	Towards the Readiness of Learning Analytics Data for Micro Learning Published In Lecture Notes in Computer Science
2019	Twenty Years of Information Systems Frontiers Published In Information Systems Frontiers
2018	A generic cloud migration process model Published In European Journal of Information Systems
2018	Agent-Based Knowledge Analysis Framework in Disaster Management Published In Information Systems Frontiers
2018	Data-Centric Intelligent Computing Published In International Journal of Computational Intelligence Systems
2018	Developing a decision support system for Disaster Management: Case study of an Indonesia volcano eruption Published In International Journal of Disaster Risk Reduction
2018	Disaster Management and Information Systems: Insights to Emerging Challenges Published In Information Systems Frontiers
2018	Reusing empirical knowledge during cloud computing adoption Published In Journal of Systems and Software
2018	Systems and sensors in geoscience applications Published In Journal of Sensors
2018	Virtual geographic environments in socio-environmental modeling: a fancy distraction or a key to communication? Published In International Journal of Digital Earth
2017	Challenges in migrating legacy software systems to the cloud — an empirical study Published In Information Systems
2017	Constructing enhanced default theories incrementally Published In COMPLEX & INTELLIGENT SYSTEMS
2017	Model driven approach for real-time requirement analysis of multi-agent systems Published In Computer Languages, Systems and Structures
2017	Organizing Online Computation for Adaptive Micro Open Education Resource Recommendation Published In Lecture Notes in Computer Science
2017	The architecture of an effective software application for managing enterprise projects Published In Journal of Modern Project Management
2017	The architecture of an effective software application for managing enterprise projects Published In Journal of Modern Project Management
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 metamodel-based knowledge sharing system for disaster management Published In Expert Systems with Applications
2016	Australia’s National Health Programs: An Ontological Mapping Published In Australasian Journal of Information Systems
2016	Automating the reuse of domain knowledge to improve the modelling outcome from interactions between developers and clients Published In Computing
2016	Centering ontologies in agent oriented software engineering processes Published In COMPLEX & INTELLIGENT SYSTEMS
2016	Cloud migration process—a survey, evaluation framework, and open challenges Published In Journal of Systems and Software
2016	Computationally efficient ontology selection in software requirement planning Published In Information Systems Frontiers: a journal of research and innovation
2016	Supporting agent oriented requirement analysis with ontologies Published In International Journal of Human-Computer Studies
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	Development and validation of a disaster management metamodel (DMM) Published In Information Processing and Management
2014	Identification of ontologies to support information systems development Published In Information Systems
2014	Requirements elicitation and specification using the agent paradigm: the case study of an aircraft turnaround simulator Published In IEEE Transactions on Software Engineering
2013	Dynamic evaluation of the development process of knowledge-based information systems Published In Knowledge and Information Systems
2013	Generic modelling of security awareness in agent based systems Published In Information Sciences
2013	Model-driven disaster management Published In Information and Management
2013	Providing metrics and automatic enhancement for hierarchical taxonomies Published In Information Processing and Management
2013	Service Oriented Architectures (SOA) adoption challenges Published In International Journal of Intelligent Information Technologies
2013	Suitability assessment framework of agent-based software architectures Published In Information and Software Technology
2012	Evaluating disaster management knowledge model by using a frequency-based selection technique Published In Lecture Notes in Computer Science
2011	Development of a peer-to-peer information sharing system using ontologies Published In Expert Systems with Applications
2011	How do we measure and improve the quality of a hierarchical ontology? Published In Journal of Systems and Software
2011	Modelling with agents Published In Lecture Notes in Computer Science
2011	Outbound logistics exception monitoring: a multi-perspective ontologies' approach with intelligent agents Published In Expert Systems with Applications
2011	Using ontologies to synchronize change in relational database systems Published In Journal of Research and Practice in Information Technology
2010	A dimensional tolerancing knowledge management system using Nested Ripple Down Rules (NRDR) Published In Engineering Applications of Artificial Intelligence
2010	A disaster management metamodel (DMM) validated Published In Lecture notes in computer science
2010	Automating Dimensional Tolerancing using Ripple Down Rules (RDR) Published In Expert Systems with Applications
2010	Metamodelling approach towards a disaster management decision support system Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009	A security-aware metamodel for multi-agent systems (MAS) Published In Information and Software Technology
2009	FAML: A generic metamodel for MAS development Published In IEEE Transactions on Software Engineering
2009	Formal concept analysis for an e-learning semantic web Published In Expert Systems with Applications
2009	Reflecting on ontologies: Towards ontology-based agent-oriented software engineering Published In Conferences in Research and Practice in Information Technology
2008	Preliminary validation of MOBMAS (ontology-centric agent oriented methodology): Design of a peer-to-peer information sharing MAS Published In Lecture Notes in Computer Science
2007	A Field Study of the Requirements Engineering Practice in Australian Software Industry Published In Requirements Engineering
2007	Evolving semantic web with social navigation Published In Expert Systems with Applications
2007	Modelling MAS-Specific Security Features Published In Lecture notes in computer science
2005	Synthesis of a generic MAS metamodel Published In ACM SIGSOFT Software Engineering Notes

Chapter

Year	Title
2021	Diagnosehäufigkeit und Inanspruchnahme von Gesundheitsleistungen Published In Versorgungs-Report: Klima und Gesundheit Publisher MWV Medizinisch Wissenschaftliche Verlagsgesellschaft mbH and Co. KG
2021	Diagnosehäufigkeit und Inanspruchnahme von Gesundheitsleistungen Published In Versorgungs-Report: Klima und Gesundheit Publisher Medizinisch Wissenschaftliche Verlagsgesellschaft
2021	MOOC Student Dropout Rate Prediction via Separating and Conquering Micro and Macro Information Publisher Springer International Publishing
2019	Diagnosehäufigkeit und Inanspruchnahme von Gesundheitsleistungen Published In Versorgungs-Report Früherkennung Publisher MWV Medizinisch Wissenschaftliche Verlagsgesellschaft mbH and Co. KG
2019	Diagnosehäufigkeit und Inanspruchnahme von Gesundheitsleistungen Published In Versorgungs-Report Früherkennung Publisher Medizinisch Wissenschaftliche Verlagsgesellschaft
2017	SBAR: A Conceptual Framework to Support Learning Path Adaptation in Mobile Learning Published In The 5th International Conference on Frontier Computing Publisher Berlin
2015	Ontology-based music recommender system Published In Distributed Computing and Artificial Intelligence, 12th International Conference Publisher Switzerland
2013	A multi agent system based implementation for semantic web services Published In Information Systems Development: Reflections, Challenges and New Directions Publisher United Kingdom
2012	Evaluating Disaster Management Knowledge Model by Using a Frequency-Based Selection Technique Published In Knowledge Management and Acquisition for Intelligent Systems Publisher Springer Nature
2011	Ontology-mediated Validation of Software Models Published In Information Systems Development Publisher Springer Nature
2009	Using formal concept analysis towards cooperative e-Learning Published In Knowledge acquisition: approaches, algorithms and applications : PKAW 2008 Publisher Berlin, Germany

Conference Paper

Year	Title
2021	Adaptive architecture and principles for securing the iot systems Published In Advances in Intelligent Systems and Computing
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	Deep Sequence Labelling Model for Information Extraction in Micro Learning Service Published In IEEE International Joint Conference on Neural Networks
2020	Towards the next generation of information systems: Enhancing traceability and transparency Published In Australasian Journal of Information Systems
2020	Transfer Learning in Credit Risk Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019	Analysing the trade-off between computational performance and representation richness in ontology-based systems Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018	A review of information privacy laws and standards for secure digital ecosystems Published In ACIS 2018 - 29th Australasian Conference on Information Systems
2018	Employing the model based systems engineering methodologies to develop a domain specific language for contracting of infrastructure projects Published In 2018 Annual IEEE International Systems Conference (SysCon)
2018	Identification of Complexity Issues in the Jakarta Energy Planning Process using Agent-Oriented Analysis (AOA) Published In ACIS 2018: 29th Australasian Conference on Information Systems
2018	Ontology in software engineering Published In ACIS 2018 - 29th Australasian Conference on Information Systems
2018	Uncovering complexity in the jakarta energy planning process using Agent-Oriented analysis Published In ACIS 2018 - 29th Australasian Conference on Information Systems
2017	Disaster Knowledge Management Analysis Framework Utilizing Agent-Based Models: Design Science Research Approach Published In Procedia Computer Science
2017	Indigenous people living with cancer: Developing a mobile health application for improving their psychological well-being Published In AMCIS 2017 - America's Conference on Information Systems: A Tradition of Innovation
2017	IoT architectural concerns: A systematic review Published In ACM International Conference Proceeding Series
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
2016	Is consensus a viable concept to justify use of online collaborative networks in multi-stakeholder governance? Published In The 49th Annual Hawai'i Conference on Systems Sciences
2016	Learning path adaptation in online learning systems Published In 2016 IEEE 20th International Conference on Computer Supported Cooperative Work in Design (CSCWD)
2016	Profiling and Supporting Adaptive Micro Learning on Open Education Resources Published In 2016 International Conference on Advanced Cloud and Big Data
2015	Towards knowledge sharing in disaster management: an agent oriented knowledge analysis framework Published In 26th Australasian Conference on Information Systems
2014	Agile enterprise architecture: a case of a cloud technology-enabled government enterprise transformation Published In Proceeding of the 19th Pacific Asia Conference on Information Systems (PACIS 2014)
2014	Ant-inspired multi-phase and multi-party negotiations in the data-intensive service provision Published In IEEE International Conference on Services Computing
2014	Real-time task attributes and temporal constraints Published In Americas Conference on Information Systems (AMCIS) 2014 Proceedings
2013	An MAS-based implementation for semantic web services composition Published In Information Systems Development: Reflections, Challenges and New Directions
2013	DM model transformations framework Published In 24th Australasian Conference on Information Systems (ACIS 2013)
2013	Enhanced ant colony algorithm for cost-aware data-intensive service provision Published In 2013 IEEE International Congress on Big Data: BigData Congress
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	The use of web 2.0 in disaster management: Structuration theory perspective Published In SIGBPS Workshop on Business Processes and Services (BPS12)
2012	Towards modelling real time constraints Published In ICSOFT 2012: 7th International Conference on Software Paradigm Trends
2011	An ontology-mediated validation process of software models Published In International Conference on Information Systems Development (ISD10)
2011	Comparison of bio-inspired algorithms for peer selection in services composition Published In IEEE International Conference on Services Computing (SCC 2011)
2011	Modeling awareness of agents using policies Published In ICSOFT 2011 - Proceedings of the 6th International Conference on Software and Data Technologies
2011	Modelling of agents using policies for disaster management Published In International Conference on Software and Data Technologies (ICSOFT 2011)
2011	P2CP: a new cloud storage model to enhance performance of cloud services Published In CONF-IRM 2011 Proceedings
2011	Problem-solving methods in agent-oriented software engineering Published In Information Systems Development: Asian Experiences
2011	Supporting developers in complex systems modelling Published In Proceedings of the Australiasian Conference on Information Systems ACIS 2011 - "Identifying the Information Systems Discipline"
2011	Towards agent-oriented approach to a call management system Published In Information Systems Development: Asian Experiences
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	Metamodel-based Decision Support System For Disaster Management Published In International Conference on Software and Data Technologies
2010	Metamodelling approach to support disaster management knowledge sharing Published In Australasian Conference on Information Systems
2010	Nested ripple down rules(NRDR) as a design assistant in mechanical dimensional tolerancing Published In ASME International Mechanical Engineering Congress and Exposition (IMECE 2010)
2010	Ontology-based Validation of Agent Oriented Modelling Published In IKAW 2010 Conference - Knowledge Engineering and Knowledge Mangement by the Masses
2010	Work product-driven software development methodology improvement Published In International Conference on Software and Data Technologies
2009	Reflecting on ontologies towards ontology-based agent-oriented software engineering Published In Advances in Ontologies: 5th Australasian Ontology Workshop
2009	Towards ontology-based MAS methodologies: ontology-based early requirements Published In International Conference on Information Systems Development
2009	Towards problem solving methods in multi-agent systems Published In International Conference on Software and Data Technologies (ICSOFT 2009)
2008	Formal concept analysis for e-learning Published In Pacific Rim Knowledge Acquisition Workshop
2008	When to use a multi agent system? Published In International Conference on Principles of Practice in Multi-Agent Systems
2007	Design of a P2P information sharing MAS using MOBMAS Published In International Conference on Information Systems Development
2005	Preliminary basis for an ontology-based methodological approach for multi-agent systems Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2005	Synthesis of a generic MAS metamodel Published In SELMAS 2005 - Proceedings of the 4th International Workshop on Software Engineering for Large-Scale Multi-Agent Systems
2002	An oo model for incremental hierarchical KA Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2002	Implementing NRDR using OO database management system (OODBMS) Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
1999	Holism and incremental knowledge acquisition Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
1997	NRDR for the acquisition of search knowledge Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Investigator On

Year	Title
2008	Ontology based agent oriented development methodologies Awarded by: Australian Research Council (ARC) Funding Scheme: Discovery Projects

Orcid Id

http://orcid.org/0000-0001-8087-5445 (pending confirmation)

Scopus Id

55912707700

Beydoun, Ghassan Professor

Honorary Fellow

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Overview

Research Overview

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