Ghose, Aditya

Overview

Professor Ghose holds PhD and MSc degrees in Computing Science from the University of Alberta, Canada (he also spent parts of his PhD candidature at the Beckman Institute, University of Illinois at Urbana Champaign and at the University of Tokyo) and a Bachelor of Engineering degree in Computer Science and Engineering from Jadavpur University, Kolkata, India. While at the University of Alberta, he received the Jeffrey Sampson Memorial Award. His research has been funded by the Australian Research Council (Chief Investigator on 8 ARC Discovery and Linkage Projects), the Canadian Natural Sciences and Engineering Research Council, the Japanese Institute for Advanced Information Technology (AITEC) and various Australian government agencies (such as NSW State Emergency Services and the NSW Defence Innovation Network) as well as companies such as Bluescope Steel, CSC and Pillar Administration. His research has been published in the top venues in service-oriented computing (ICSOC), software engineering (IEEE Transactions on Software Engineering, ICSE and ER) and AI (Artificial Intelligence Journal, AAAI, AAMAS and ECAI).

He has been an invited speaker at the Schloss Dagstuhl Seminar Series in Germany and the Banff International Research Station in Canada. He has also been a keynote speaker at several conferences, and program/general chair of several others. He is a senior technical advisor to severalinnovative companies that apply AI techniques in enteprise computing, business process management and industrial optimization, both in Australia and Canada. He has served as assessor (Ozreader) for the Australian Research Council and as an external reviewer for the research funding agencies of Canada, Israel, Austria, the Netherlands, Ireland and South Africa. Professor Ghose has been a Research Leader in the Australian Cooperative Research Centre for Smart Services, Co-Director of the Centre for Oncology Informatics at the Illawarra Health and Medical Research Institute and Co-Convenor of the Australian Computer Society NSW SIG on Green ICT. He is a past Vice-President (2010-2014) of CORE, Australia's apex body for computing academics. He is also President of the Service Science Society of Australia and a Fellow of the Institution of Engineers (Australia).

Top Publications

Year	Title
2010	Double preference relations for generalised belief change Published in Artificial Intelligence
2021	An internet of things service roadmap Published in Communications of the ACM
2007	Auditing business process compliance Published in Lecture Notes in Computer Science

2010	A framework for fetecting interactions between co-incident clinical processes Published in International Journal of E-Health and Medical Communications

Research Areas

Research Overview

I enjoy solving hard computational problems that impact the practice of business and medicine. My PhD training was in AI (although my interests in that space go back to my high school days, when I was introduced to the book "Goedel, Escher, Bach" by Douglas Hofstadter). I apply a range of AI techniques (not just the flavour-of-the-month ones) to problems in business process management, business process analytics, software engineering and clinical decision support. I have worked with a number interesting organizations, including IBM Research, Xerox Research (now Conduent Labs), Infosys Labs, BAE Systems, Mercer and Bluescope Steel.

Selected Publications

Journal Article

Year	Title
2022	Engineering Blockchain Based Software Systems: Foundations, Survey, and Future Directions Published In ACM Computing Surveys
2021	An internet of things service roadmap Published In Communications of the ACM
2021	Automatic Feature Learning for Predicting Vulnerable Software Components Published In IEEE Transactions on Software Engineering
2021	Automatically recommending components for issue reports using deep learning Published In Empirical Software Engineering

2020	GameOfFlows: Process Instance Adaptation in Complex, Dynamic and Potentially Adversarial Domains Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020	Guest editors' introduction to the special issue on knowledge-driven business process management Published In ACM Transactions on Internet Technology
2020	Leveraging Regression Algorithms for Predicting Process Performance Using Goal Alignments Published In Lecture Notes in Business Information Processing
2020	G2i: A principled approach to leveraging the goal-to-information nexus in BDI agents Published In Procedia Computer Science

2019	GameOfFlows: Process Instance Adaptation in Complex, Dynamic and Potentially Adversarial Domains Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019	Guest editors' introduction to the special issue on knowledge-driven business process management Published In ACM Transactions on Internet Technology
2019	Leveraging Regression Algorithms for Predicting Process Performance Using Goal Alignments Published In Lecture Notes in Business Information Processing
2018	EP-1404: Non-linear radiomic signatures characterizing overall survival from non-small cell lung cancer Published In Radiotherapy and Oncology
2018	Learning Planning Model for Semantic Process Compensation Published In Lecture Notes in Business Information Processing
2018	Leveraging regression algorithms for process performance predictions Published In Lecture Notes in Computer Science
2018	Leveraging unstructured data to analyze implicit process context Published In Lecture Notes in Business Information Processing
2018	PO-0757: Non-small cell lung cancer decision support based on distributed learning over multi-center data Published In Radiotherapy and Oncology
2018	Predicting Delivery Capability in Iterative Software Development Published In IEEE Transactions on Software Engineering
2018	Predicting Issues for Resolving in the Next Release Published In Lecture Notes in Business Information Processing
2017	A framework for business process modeling by QoS-based pruning Published In Innovations in Systems and Software Engineering
2017	Goal orchestrations: Modelling and mining flexible business processes Published In Lecture Notes in Computer Science
2017	Information, veridicality, and inferential knowledge Published In American Philosophical Quarterly
2017	Leveraging game-tree search for robust process enactment Published In Lecture Notes in Computer Science
2017	Mining task post-conditions: Automating the acquisition of process semantics Published In Data and Knowledge Engineering
2017	Predicting the delay of issues with due dates in software projects Published In Empirical Software Engineering: an international journal
2017	The effect of imputing missing clinical attribute values on training lung cancer survival prediction model performance Published In Health Information Science and Systems
2016	Context-aware recommendation of task allocations in service systems Published In Lecture Notes in Computer Science
2016	EP-1224: An Australian radiotherapy decision support system with contextual justification Published In Radiotherapy and Oncology
2016	Extracting finite state models from i* models Published In Journal of Systems and Software
2016	Managing changes in the enterprise architecture modelling context Published In Enterprise Information Systems
2016	QoS-driven management of business process variants in cloud based execution environments Published In Lecture Notes in Computer Science
2015	An agent-mediated platform for business processes Published In International Journal of Information Technology and Web Engineering
2015	Discovering and categorizing goal alignments from mined process variants Published In Lecture Notes in Computer Science
2015	Goal-aligned categorization of instance variants in knowledge-intensive processes Published In Lecture Notes in Computer Science
2015	Learning 'good quality' resource allocation from historical data Published In Lecture Notes in Computer Science
2015	Learning relationships between the business layer and the application layer in ArchiMate models Published In Lecture Notes in Computer Science
2015	Mining business rules from business process model repositories Published In Business Process Management Journal
2015	Mining process task post-conditions Published In Lecture Notes in Computer Science
2015	Mining version histories for change impact analysis in business process model repositories Published In Computers in Industry
2015	Multi-objective distributed constraint optimization using semi-rings Published In Scalable Computing
2015	Special Issue for ICSOC 2014 Introduction Published In International Journal of Cooperative Information Systems
2014	An extended agent based model for service delivery optimization Published In Lecture Notes in Computer Science
2014	Analysis of operational data for expertise aware staffing Published In Lecture Notes in Computer Science
2014	Augmenting complex problem solving with hybrid compute units Published In Lecture Notes in Computer Science
2014	Multi-objective distributed constraint optimization using semi-rings Published In Lecture Notes in Computer Science
2014	Semantic monitoring and compensation in socio-technical processes Published In Lecture Notes in Computer Science
2013	Agents in the era of big data: what the "end of theory" might mean for agent systems Published In Lecture Notes in Computer Science
2013	Automatic BDI plan recognition from process execution logs and effect logs Published In Lecture Notes in Computer Science
2013	Correlating services with business objectives in the ServAlign framework Published In Lecture Notes in Business Information Processing
2013	Goal oriented variability modeling in service-based business processes Published In Lecture Notes in Computer Science
2013	Improving the reactivity of BDI agent programs Published In Lecture Notes in Computer Science
2013	Norms as objectives: revisiting compliance management in multi-agent systems Published In Lecture Notes in Computer Science
2013	Resolving violations in inter-process relationships in business process ecosystems Published In Lecture Notes in Computer Science
2013	Supporting change impact analysis for intelligent agent systems Published In Science of Computer Programming
2013	Towards an architectural framework for service-oriented enterprises Published In Lecture Notes in Computer Science
2013	Towards semantic merging of versions of BDI agent systems Published In Lecture Notes in Computer Science
2012	Agent-based development for business processes Published In Lecture Notes in Computer Science
2012	An agent-oriented approach to service analysis and design Published In Lecture Notes in Computer Science
2012	Contracts + goals = roles? Published In Lecture Notes in Computer Science
2012	From green norms to policies – combining bottom-up and top-down approaches Published In Lecture Notes in Computer Science
2012	Maintaining motivation models (in BMM) in the context of a (WSDL-S) service landscape Published In Lecture Notes in Computer Science
2012	Relationship-preserving change propagation in process ecosystems Published In Lecture Notes in Computer Science
2012	SBDO: a new robust approach to dynamic distributed constraint optimisation Published In Lecture Notes in Computer Science
2012	Using distributed agents for patient scheduling Published In Lecture Notes in Computer Science
2011	BDI agents with objectives and preferences Published In Lecture Notes in Artificial Intelligence (LNAI)
2011	Business process improvement in Abnoba Published In Lecture Notes in Computer Science
2011	Goal-driven business process derivation Published In Lecture Notes in Computer Science
2011	The business service representation language: a preliminary report Published In Lecture Notes in Computer Science
2011	The optimizing web: leveraging agent technology for sustainability Published In Communications in Computer and Information Science
2010	A framework for fetecting interactions between co-incident clinical processes Published In International Journal of E-Health and Medical Communications
2010	Carbon-aware business process design in Abnoba Published In Lecture Notes in Computer Science
2010	Definition of a description language for business service decomposition Published In Exploring Services Science
2010	Double preference relations for generalised belief change Published In Artificial Intelligence
2010	Green business process management: A research agenda Published In Australasian Journal of Information Systems
2010	Implementing reactive BDI agents with user-given constraints and objectives Published In International Journal of Agent-Oriented Software Engineering
2010	Support-based distributed optimisation: an approach to radiotherapy patient scheduling Published In Studies in Health Technology and Informatics
2010	Towards an algebraic framework for querying inductive databases Published In Lecture Notes in Computer Science (LNCS)
2009	Carbon-centric computing - IT solutions for climate change Published In Australian Journal of Telecommunications and the Digital Economy
2009	Consistency preserving co-evolution of formal specifications and agent-oriented conceptual models Published In Information and Software Technology
2009	Editorial for the Special Issue on IT and Climate Change Published In Australasian Journal of Information Systems
2009	Industry traction for MAS technology: would a rose by any other name smell as sweet? Published In International Journal of Agent-Oriented Software Engineering
2009	Mixed-initiative argumentation: group decision support in medicine Published In Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering
2009	SBDO: a new robust approach to dynamic distributed constraint optimisation Published In Lecture Notes in Computer Science
2008	Iterated belief change and the recovery axiom Published In Journal of Philosophical Logic
2007	Agent Based Executable Conceptual Models Using i* and CASO Published In Lecture notes in Computer Science
2007	Auditing business process compliance Published In Lecture Notes in Computer Science
2007	Relaxations of semiring constraint satisfaction problems Published In Information Processing Letters
2006	Reliable service composition by adopting assumptions Published In Computer Systems Science and Engineering
1999	Connections between default reasoning and partial constraint satisfaction Published In Information sciences
1999	Constraint-based integrity checking in abductive and non-monotonic extensions of constraint logic programming Published In Proceedings of the National Conference on Artificial Intelligence

Book

Year	Title
2021	Preface
2020	Preface
2019	Preface
2015	Preface
2014	Foreword
2014	Preface
2014	Service-oriented computing Publisher Springer Berlin Heidelberg
2011	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface Publisher Springer Berlin Heidelberg
2009	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface
2008	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface
1998	Preface Publisher Springer Berlin Heidelberg

Chapter

Year	Title
2021	Consistency Checking of Goal Models and Case Management Schemas Published In Lecture Notes in Business Information Processing Publisher Springer International Publishing
2020	Resource-Based Adaptive Robotic Process Automation Published In Advanced Information Systems Engineering Publisher Springer International Publishing
2016	Annotating and mining for effects of processes Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer International Publishing
2016	Coalition structure formation using anytime dynamic programming Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer International Publishing
2015	Norm-aware socio-technical systems Published In Computer After Me: Awareness And Self-Awareness In Autonomic Systems Publisher http://www.worldscientific.com/worldscibooks/10.1142/p930
2014	Declarative service modeling through adaptive case management Published In Handbook of Research on Demand-Driven Web Services: Theory, Technologies and Applications Publisher United States
2012	Advancing business process technology for humanity: Opportunities and challenges of Green BPM for sustainable business activities Published In Green Business Process Management: Towards the Sustainable Enterprise
2012	Environmentally aware business process improvement in the enterprise context Published In Harnessing Green It: Principles and Practices Publisher United Kingdom
2012	SBDO: A new robust approach to dynamic distributed constraint optimisation Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
2012	The foundations of service eco-systems Published In Service Life Cycle Tools and Technologies: Methods, Trends and Advances Publisher Pennsylvania, United States
2012	What can agent-based computing offer service-oriented architectures, and vice versa? Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
2011	A framework for optimizing inter-operating business process portfolio Published In Information Systems Development Publisher New York
2011	Green strategic alignment: Aligning business strategies with sustainability objectives Published In Handbook of research on green ICT : technology, business, and social perspectives. Vol. I - II Publisher Hershey, PA
2011	Supply chain optimization audit (SCOA) for green ICT opportunities Published In Handbook of research on green ICT : technology, business, and social perspectives. Vol. I - II
2011	The optimizing web: A green ICT research perspective Published In Handbook of research on green ICT : technology, business, and social perspectives. Vol. I - II
2009	Dealing with Objectives in a Constraint-Based Extension to AgentSpeak(L) Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
2009	Requirements modeling with agent programming Published In Information Systems Development: Towards a Service Provision Society Publisher Springer US
2007	Support-Based Distributed Search: A New Approach for Multiagent Constraint Processing Published In Argumentation in Multi-Agent Systems: Lecture Notes in Computer Science
2007	Synopsis information extraction in documents through probabilistic text classifiers Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
2007	Systemic semiotics as a basis for an agent-oriented conceptual modelling methodology Published In Semiotics and Intelligent Systems Development Publisher Hershey, PA
2006	Agent Programming Language with Incomplete Knowledge - Agentspeak(I) Published In Enterprise Information Systems VI Publisher Springer-Verlag
2002	Generalized arc consistency with application to maxCSP Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
2002	Syntactic representations of semantic merging operations Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
2001	Social choice, merging, and elections Published In Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) Publisher Springer Berlin Heidelberg
2000	Gongeroos¿99 Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
1999	Constraint-based agent specification for a multi-agent stock brokering system Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
1998	A framework for learning constraints: Preliminary report Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
1998	Inductive constraint logic programming: An overview Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
1998	The role of default representations in incremental learning Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
1996	A framework for reasoning about requirements evolution Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
1996	Anytime default inference Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
1996	Specifying over-constrained problems in default logic Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg

Conference Paper

Year	Title
2021	A Fuzzy-Based Requirement Selection Method for Considering Value Dependencies in Software Release Planning Published In IEEE International Conference on Fuzzy Systems
2021	Abductive Design of BDI Agent-Based Digital Twins of Organizations Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021	BDI-Dojo: Developing robust BDI agents in evolving adversarial environments Published In Proceedings - 2021 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, ACSOS-C 2021
2021	Cross-Silo Process Mining with Federated Learning Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021	Decision Support for Knowledge Intensive Processes Using RL Based Recommendations Published In Lecture Notes in Business Information Processing
2021	DeepProcess: Supporting Business Process Execution Using a MANN-Based Recommender System Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021	Extracting and Leveraging Value from a Decision Interdependency Network (DIN) in a Policing/Law Enforcement Setting Published In Proceedings - IEEE International Enterprise Distributed Object Computing Workshop, EDOCW
2021	The Future of Robotic Process Automation (RPA) Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020	A value-based trust assessment model for multi-agent systems Published In IJCAI International Joint Conference on Artificial Intelligence
2020	Lessons learned from using a deep tree-based model for software defect prediction in practice Published In 2019 IEEE/ACM 16th International Conference on Mining Software Repositories (MSR)
2020	Towards effective AI-powered agile project management Published In Proceedings - 2019 IEEE/ACM 41st International Conference on Software Engineering: New Ideas and Emerging Results, ICSE-NIER 2019
2020	Collaborative optimization networks Published In ACM International Conference Proceeding Series
2020	Designing optimal robotic process automation architectures Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020	Resource-Based Adaptive Robotic Process Automation: Formal/Technical Paper Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020	Workload-aware reviewer recommendation using a multi-objective search-based approach Published In PROMISE 2020 - Proceedings of the 16th ACM International Conference on Predictive Models and Data Analytics in Software Engineering, Co-located with ESEC/FSE 2020
2019	A value-based trust assessment model for multi-agent systems Published In IJCAI International Joint Conference on Artificial Intelligence
2019	Lessons learned from using a deep tree-based model for software defect prediction in practice Published In 2019 IEEE/ACM 16th International Conference on Mining Software Repositories (MSR)
2019	Towards effective AI-powered agile project management Published In Proceedings - 2019 IEEE/ACM 41st International Conference on Software Engineering: New Ideas and Emerging Results, ICSE-NIER 2019
2018	Explainable software analytics Published In International Conference on Software Engineering 2018
2018	Generating pseudo-code from source code using deep learning Published In Proceedings - 25th Australasian Software Engineering Conference, ASWEC 2018
2018	Multi-Objective Iteration Planning in Agile Development Published In Proceedings: 25th Asia-Pacific Software Engineering Conference, APSEC
2018	Poster: Predicting components for issue reports using deep learning with information retrieval Published In International Conference on Software Engineering (ICSE 2018)
2017	Mining goal refinement patterns: Distilling know-how from data Published In Lecture Notes in Computer Science
2017	Multi-objective search-based approach to estimate issue resolution time Published In PROMISE: Proceedings of the 13th International Conference on Predictive Models and Data Analytics in Software Engineering
2016	Analyzing topics and trends in the PRIMA literature Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016	Context-Aware analysis of past process executions to aid resource allocation decisions Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016	Context-Aware analysis of past process executions to aid resource allocation decisions Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016	DeepSoft: A Vision for a Deep Model of Software Published In 24th ACM SIGSOFT International Symposium on the Foundations of Software Engineering (FSE 2016)
2016	Externalization of software behavior by the mining of norms Published In Proceedings of the 13th International Conference on Mining Software Repositories
2016	Process compliance in open source software development - A study of Python Enhancement Proposals (PEPS) Published In 24th European Conference on Information Systems, ECIS 2016
2016	iToNuSMV: A Prototype for Enabling Model Checking of i Models Published In 2016 IEEE 24th International Requirements Engineering Conference (RE)
2015	Business process generation by leveraging complete search over a space of activities and process goals Published In Proceedings of the 5th International Conference on Cloud Computing and Services Science
2015	Characterization and prediction of issue-related risks in software projects Published In IEEE International Working Conference on Mining Software Repositories
2015	Coordination, organizations, institutions, and norms in agent systems X: COIN 2014 international workshops COIN@ AAMAS, paris, france, May 6, 2014 COIN@PRICAI, gold coast, QLD, australia, december 4, 2014 revised selected papers Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015	Goal-driven context-aware data filtering in IoT-based systems Published In Proceedings - 2015 IEEE 18th International Conference on Intelligent Transportation Systems
2015	Message from the EDOC 2015 General Chairs Published In Proceedings of the 2015 IEEE 19th International Enterprise Distributed Object Computing Conference Workshops and Demonstrations, EDOCW 2015
2015	Message from the General Chairs Published In Proceedings - IEEE International Enterprise Distributed Object Computing Workshop, EDOCW
2015	Mining software repositories for social norms Published In Proceedings - 37th International Conference on Software Engineering
2015	Predicting delays in software projects using networked classification Published In 2015 30th IEEE/ACM International Conference on Automated Software Engineering (ASE)
2015	Threshold-based prediction of schedule overrun in software projects Published In Proceedings of the 24th Australasian Software Engineering Conference (ASWEC 2015)
2015	Using i∗ model towards ontology integration and completeness checking in enterprise systems requirement hierarchy Published In Proceedings of the 5th International Model-Driven Requirements Engineering Workshop (MoDRE 2015)
2015	Who will answer my question on stack overflow? Published In Proceedings - 2015 24th Australasian Software Engineering Conference, ASWEC 2015
2014	A CMMI-based automated risk assessment framework Published In Proceedings - 21st Asia-Pacific Software Engineering Conference, APSEC 2014
2014	Augmenting complex problem solving with hybrid compute units Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014	Characterizing artificial socio-cognitive technical systems Published In European Conference on Social Intelligence (ECSI-2014)
2014	Combining agent based modeling with distributed constraint optimization for service delivery optimization Published In IEEE International Enterprise Distributed Object Computing Conference
2014	Data-driven requirements modeling: Some initial results with i* Published In Proceedings of the Tenth Asia-Pacific Conference on Conceptual Modelling (APCCM 2014)
2014	The post-theoretic enterprise: A service-oriented view Published In 7th International Conference on Service-Oriented Computing and Applications (SOCA 2014)
2014	Towards energy-aware optimisation of business processes Published In Proceedings of the 3rd International Conference on Smart Grids and Green IT Systems
2013	A formal approach to designing and managing service ecosystems Published In Information Systems Development: Reflections, Challenges and New Directions
2013	A novel use of big data analytics for service innovation harvesting Published In Proceedings - 2013 5th International Conference on Service Science and Innovation, ICSSI 2013
2013	Formalizing service variability modeling in SOA-based solutions Published In Advanced Information Systems Engineering Workshops: CAiSE International Workshops
2012	Design maintenance in process eco-systems Published In IEEE 9th International Conference on Services Computing (SCC 2012)
2012	Dynamic change impact analysis for maintaining and evolving agent systems Published In Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems
2012	Effective reuse via modeling, managing and searching of business process assets Published In IEEE 9th International Conference on Services Computing (SCC 2012)
2012	On elasticity and constrainedness of business services provisioning Published In IEEE 9th International Conference on Services Computing (SCC 2012)
2012	On formalizing inter-process relationships Published In Business Process Management Workshops: BMP 2011 International Workshops, Revised Selected Paper, Part II
2012	Strategic alignment of business processes Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012	UNNOTI: Toolkit for rural service modeling Published In Proceedings - 2012 3rd International Conference on Services in Emerging Markets, ICSEM 2012
2011	An agent-based framework for distributed collaborative model evolution Published In IWPSE-EVOL 2011 12th International Workshop on Principles on Software Evolution and 7th ERCIM Workshop on Software Evolution
2011	Automated change impact analysis for agent systems Published In 2011 27th IEEE International Conference on Software Maintenance (ICSM)
2011	Correlating business objectives with services: An ontology-driven approach Published In 2011 IEEE International Conference on Services Computing, SCC 2011
2011	Strategic alignment of business processes Published In 7th International Workshop on Engineering Service Oriented Applications
2011	Support-based distributed optimisation: An approach to radiotherapy scheduling Published In Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering
2010	Analyst-mediated contextualization of regulatory policies Published In IEEE International Conference on Services Computing
2010	Business rules discovery from process design repositories Published In IEEE World Congress on Services
2010	On business services representation – the 3 x 3 x 3 Approach Published In Australasian Conference on Information Systems
2010	Ontology modeling of UBL process diagrams using OWL Published In International Conference on Computer Information Systems and Industrial Management Applications
2010	Strategy Representation Using an i-like Notation Published In iStar 2010
2010	Supporting change propagation in the evolution of enterprise architectures Published In International Enterprise Distributed Object Computing Conference
2010	Supporting change propagation in the maintenance and evolution of service-oriented architectures Published In Asia-Pacific Software Engineering Conference
2010	Towards green business process management Published In IEEE International Conference on Services Computing
2009	A Conceptual Framework for Business Process Redesign Published In Enterprise, Business-Process and Information Sysytems Modeling: 10th International Workshop, BPMDS2009
2009	An Integrated Approach to managing Business Process Risk Using Rich Organizational Models Published In On the Move to Meaningful Internet Systems
2009	Business Process Integration: Method and Analysis Published In Asia-Pacific Conference on Conceptual Modelling
2009	Dealing with imprecise compliance requirements Published In Enterprise Distributed Object Computing Conference Workshops
2009	IS solution for the global environmental challenge: an Australian initiative Published In Americas Conference on Information Systems
2009	IS solutions for the global environmental challenge: An Australian initiative Published In 15th Americas Conference on Information Systems 2009, AMCIS 2009
2009	Mixed-initiative argumentation: A framework for justification management in clinical group decision support Published In AAAI Fall Symposium - Technical Report
2009	Process SEER: a tool for semantic effect annotation of business process models Published In International Enterprise Distributed Object Computing Conference
2009	Risk-aware organizational design Published In Proceedings of the Second International Workshop on Governance, Risk and Compliance CEUR Workshop Proceedings
2009	Towards ontology-based MAS methodologies: ontology-based early requirements Published In International Conference on Information Systems Development
2008	A Best-First Anytime Search Algorithm for Coalition Structure Generation Published In AAMAS'08 Seventh International Conference on Autonomous Agents and Multiagent Systems
2008	A best-first anytime algorithm for computing optimal coalition structures Published In Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS
2008	Actor Eco-systems: Modeling and Configuring Virtual Enterprises Published In IEEE World Congress on Services
2008	An automatic elaborate requirement specification by using hierarchical text classification Published In Proceedings - International Conference on Computer Science and Software Engineering, CSSE 2008
2008	An ontology-based sentiment classification methodology for online consumer reviews Published In International Conference on Intelligent Agent Technology
2008	Branch and Bound Algorithms to Solve Semiring Constraint Satisfaction Problems Published In Pacific Rim International Conference on Artificial Intelligence
2008	Model Eco-Systems: Preliminary Work Published In Asia-Pacific Conference on Conceptual Modelling
2008	Towards an Enterprise Business Process Architecture Standard Published In IEEE World Congress on Services
2007	Actor Eco-systems: From High-Level Agent Models to Executable Processes via Semantic Annotations Published In International Computer Software and Applications Conference
2007	Integration of Agent-Oriented Conceptual Models and UML Activity Diagrams Using Effect Annotations Published In International Computer Software and Applications Conference
2007	Managing Business Process Risk Using Rich Organizational Models Published In International Computer Software and Applications Conference
2007	Message from the SOPOSE-07 workshop co-chairs Published In Proceedings - 2007 IEEE Congress on Services, SERVICES 2007
2007	Modeling and solving Semiring Constraint Satisfaction Problems by transformation to Weighted Semiring Max-SAT Published In Australasian Joint Conference on Artificial Intelligence
2007	Process discovery from model and text artefacts Published In IEEE World Congress on Services
2007	Rapid business process discovery (R-BPD) Published In International Conference on Conceptual Modelling
2007	Verifying semantic business process models in inter-operation Published In IEEE International Conference on Services Computing
2006	A distributed algorithm for coalition formation in linear production domain Published In ICEIS 2006 - 8th International Conference on Enterprise Information Systems, Proceedings
2006	A relaxation of a semiring constraint satisfaction problem using combined semirings Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2006	Source sensitive argumentation system Published In ICEIS 2006 - 8th International Conference on Enterprise Information Systems, Proceedings
2006	Using assumptions in service composition context
2003	Reducing Redundancy in the Hypertree Decomposition Scheme11This research was funded by an Australian Research Council Linkage Grant
1999	Formal basis for consistency, evolution and rationale management in requirements engineering Published In Proceedings of the International Conference on Tools with Artificial Intelligence
1999	What is default reasoning good for? Applications revisited
1999	What is default reasoning good for? Applications revisited Published In Proceedings of the Hawaii International Conference on System Sciences

Editor Of

Book
- Coordination, Organizations, Institutions, and Norms in Agent Systems X: COIN 2014 International Workshops. Switzerland. 2015
- Agents in Principle, Agents in Practice LNAI 7047. Berlin. 2011

Investigator On

Year	Title
2021 - 2022	Rapid Situation Awareness using Network Knowledge and AI Reasoning Awarded by: Defence Science and Technology Group Funding Scheme: Next Generation Technologies Fund
2018 - 2020	Self-Governance in Trusted Autonomous Systems Awarded by: Defence Innovation Network (DIN) Funding Scheme: Pilot Projects
2008	Ontology based agent oriented development methodologies Awarded by: Australian Research Council (ARC) Funding Scheme: Discovery Projects
	Predicting hazardous software components using deep learning Awarded by: Samsung Global Research Outreach Funding Scheme: Samsung Global Research Outreach

Potential Supervision Topics

Artificial Intelligence

Software Engineering

Business process management

Service-oriented computing

Service science

Medical Informatics

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy	Modelling and Prediction of Valued Social Networks with Semicontinuous Relationship Values
Doctor of Philosophy (Integrated)	Adaptive Allocation of Cloud Computing Resources Using Fuzzy Logic	Alelaimat, Ahmad
Doctor of Philosophy	A System for Privacy Preserving Distributed Process Mining	Khan, Muhammad
Doctor of Philosophy	Enterprise Architecture to Facilitate Automated and Semi-Automated Analytics for Opportunity Analysis and Actionable Insights	Kocherry, Joel
Doctor of Philosophy	Developing analytic models to support agile software development	Alhefdhi, Aziz
Doctor of Philosophy	The future of RPA: Leveraging deeper insights into effective human behaviour using novel classes of abstractions combined with machine learning	Mahala, Geeta
Doctor of Philosophy	Development Methodologies for IoT using Goal Spatial Reasoning.	Alzahrani, Yazeed
Doctor of Philosophy	AI Driven Business Process Discovery & Analytics With Emphasis on Benchmarking to Mine Goals	Misbah, Osama
Doctor of Philosophy	A Model-Based Systems Engineering Approach for Organisational Systems Change	Kennedy, Grace
Doctor of Philosophy	Supporting the Development and Management of Privacy-Aware Software Information Systems	Sangaroonsilp, Pattaraporn
Doctor of Philosophy	Using Artificial Intelligence as a Visual Tool to Assist Cancer Management	Ibro, Helena
Doctor of Philosophy	Developing AI-enabled command and Control Systems.	Pulawski, Simon
Doctor of Philosophy	Supporting the development of AI-powered software systems	Nguyen, Bryan
Doctor of Philosophy	Leveraging Semantics Via Flexible Business Process Management	Kumar, Sumeet
Doctor of Philosophy	Combining agent-based optimization and simulation in service delivery optimization	Mohagheghian, Mohammadreza

Outreach Overview

1. Associate Editor, ACM Transactions on Internet Technology
2. Member, Steering Committee, International Conference on Conceptual Modeling (ER)

Education And Training

Ph.D. in Computing Science, University of Alberta, Also spent parts of PhD tenure at the University of Illinois at Urbana-Champaign and University of Tokyo 1991 - 1995
M.S. in Computing Science, University of Alberta, Dept. of Computing Science 1989 - 1991
B.E. in Computer Science and Engineering, Jadavpur University, Dept. of Computer Science and Engineering 1985 - 1989

Orcid Id

http://orcid.org/0000-0002-6175-8726 (confirmed)

Scopus Id

7103191960

Top Publications

Year	Title
2010	Double preference relations for generalised belief change Published in Artificial Intelligence
2021	An internet of things service roadmap Published in Communications of the ACM
2007	Auditing business process compliance Published in Lecture Notes in Computer Science

2010	A framework for fetecting interactions between co-incident clinical processes Published in International Journal of E-Health and Medical Communications

Research Areas

Research Overview

I enjoy solving hard computational problems that impact the practice of business and medicine. My PhD training was in AI (although my interests in that space go back to my high school days, when I was introduced to the book "Goedel, Escher, Bach" by Douglas Hofstadter). I apply a range of AI techniques (not just the flavour-of-the-month ones) to problems in business process management, business process analytics, software engineering and clinical decision support. I have worked with a number interesting organizations, including IBM Research, Xerox Research (now Conduent Labs), Infosys Labs, BAE Systems, Mercer and Bluescope Steel.

Selected Publications

Journal Article

Year	Title
2022	Engineering Blockchain Based Software Systems: Foundations, Survey, and Future Directions Published In ACM Computing Surveys
2021	An internet of things service roadmap Published In Communications of the ACM
2021	Automatic Feature Learning for Predicting Vulnerable Software Components Published In IEEE Transactions on Software Engineering
2021	Automatically recommending components for issue reports using deep learning Published In Empirical Software Engineering

2020	GameOfFlows: Process Instance Adaptation in Complex, Dynamic and Potentially Adversarial Domains Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020	Guest editors' introduction to the special issue on knowledge-driven business process management Published In ACM Transactions on Internet Technology
2020	Leveraging Regression Algorithms for Predicting Process Performance Using Goal Alignments Published In Lecture Notes in Business Information Processing
2020	G2i: A principled approach to leveraging the goal-to-information nexus in BDI agents Published In Procedia Computer Science

2019	GameOfFlows: Process Instance Adaptation in Complex, Dynamic and Potentially Adversarial Domains Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019	Guest editors' introduction to the special issue on knowledge-driven business process management Published In ACM Transactions on Internet Technology
2019	Leveraging Regression Algorithms for Predicting Process Performance Using Goal Alignments Published In Lecture Notes in Business Information Processing
2018	EP-1404: Non-linear radiomic signatures characterizing overall survival from non-small cell lung cancer Published In Radiotherapy and Oncology
2018	Learning Planning Model for Semantic Process Compensation Published In Lecture Notes in Business Information Processing
2018	Leveraging regression algorithms for process performance predictions Published In Lecture Notes in Computer Science
2018	Leveraging unstructured data to analyze implicit process context Published In Lecture Notes in Business Information Processing
2018	PO-0757: Non-small cell lung cancer decision support based on distributed learning over multi-center data Published In Radiotherapy and Oncology
2018	Predicting Delivery Capability in Iterative Software Development Published In IEEE Transactions on Software Engineering
2018	Predicting Issues for Resolving in the Next Release Published In Lecture Notes in Business Information Processing
2017	A framework for business process modeling by QoS-based pruning Published In Innovations in Systems and Software Engineering
2017	Goal orchestrations: Modelling and mining flexible business processes Published In Lecture Notes in Computer Science
2017	Information, veridicality, and inferential knowledge Published In American Philosophical Quarterly
2017	Leveraging game-tree search for robust process enactment Published In Lecture Notes in Computer Science
2017	Mining task post-conditions: Automating the acquisition of process semantics Published In Data and Knowledge Engineering
2017	Predicting the delay of issues with due dates in software projects Published In Empirical Software Engineering: an international journal
2017	The effect of imputing missing clinical attribute values on training lung cancer survival prediction model performance Published In Health Information Science and Systems
2016	Context-aware recommendation of task allocations in service systems Published In Lecture Notes in Computer Science
2016	EP-1224: An Australian radiotherapy decision support system with contextual justification Published In Radiotherapy and Oncology
2016	Extracting finite state models from i* models Published In Journal of Systems and Software
2016	Managing changes in the enterprise architecture modelling context Published In Enterprise Information Systems
2016	QoS-driven management of business process variants in cloud based execution environments Published In Lecture Notes in Computer Science
2015	An agent-mediated platform for business processes Published In International Journal of Information Technology and Web Engineering
2015	Discovering and categorizing goal alignments from mined process variants Published In Lecture Notes in Computer Science
2015	Goal-aligned categorization of instance variants in knowledge-intensive processes Published In Lecture Notes in Computer Science
2015	Learning 'good quality' resource allocation from historical data Published In Lecture Notes in Computer Science
2015	Learning relationships between the business layer and the application layer in ArchiMate models Published In Lecture Notes in Computer Science
2015	Mining business rules from business process model repositories Published In Business Process Management Journal
2015	Mining process task post-conditions Published In Lecture Notes in Computer Science
2015	Mining version histories for change impact analysis in business process model repositories Published In Computers in Industry
2015	Multi-objective distributed constraint optimization using semi-rings Published In Scalable Computing
2015	Special Issue for ICSOC 2014 Introduction Published In International Journal of Cooperative Information Systems
2014	An extended agent based model for service delivery optimization Published In Lecture Notes in Computer Science
2014	Analysis of operational data for expertise aware staffing Published In Lecture Notes in Computer Science
2014	Augmenting complex problem solving with hybrid compute units Published In Lecture Notes in Computer Science
2014	Multi-objective distributed constraint optimization using semi-rings Published In Lecture Notes in Computer Science
2014	Semantic monitoring and compensation in socio-technical processes Published In Lecture Notes in Computer Science
2013	Agents in the era of big data: what the "end of theory" might mean for agent systems Published In Lecture Notes in Computer Science
2013	Automatic BDI plan recognition from process execution logs and effect logs Published In Lecture Notes in Computer Science
2013	Correlating services with business objectives in the ServAlign framework Published In Lecture Notes in Business Information Processing
2013	Goal oriented variability modeling in service-based business processes Published In Lecture Notes in Computer Science
2013	Improving the reactivity of BDI agent programs Published In Lecture Notes in Computer Science
2013	Norms as objectives: revisiting compliance management in multi-agent systems Published In Lecture Notes in Computer Science
2013	Resolving violations in inter-process relationships in business process ecosystems Published In Lecture Notes in Computer Science
2013	Supporting change impact analysis for intelligent agent systems Published In Science of Computer Programming
2013	Towards an architectural framework for service-oriented enterprises Published In Lecture Notes in Computer Science
2013	Towards semantic merging of versions of BDI agent systems Published In Lecture Notes in Computer Science
2012	Agent-based development for business processes Published In Lecture Notes in Computer Science
2012	An agent-oriented approach to service analysis and design Published In Lecture Notes in Computer Science
2012	Contracts + goals = roles? Published In Lecture Notes in Computer Science
2012	From green norms to policies – combining bottom-up and top-down approaches Published In Lecture Notes in Computer Science
2012	Maintaining motivation models (in BMM) in the context of a (WSDL-S) service landscape Published In Lecture Notes in Computer Science
2012	Relationship-preserving change propagation in process ecosystems Published In Lecture Notes in Computer Science
2012	SBDO: a new robust approach to dynamic distributed constraint optimisation Published In Lecture Notes in Computer Science
2012	Using distributed agents for patient scheduling Published In Lecture Notes in Computer Science
2011	BDI agents with objectives and preferences Published In Lecture Notes in Artificial Intelligence (LNAI)
2011	Business process improvement in Abnoba Published In Lecture Notes in Computer Science
2011	Goal-driven business process derivation Published In Lecture Notes in Computer Science
2011	The business service representation language: a preliminary report Published In Lecture Notes in Computer Science
2011	The optimizing web: leveraging agent technology for sustainability Published In Communications in Computer and Information Science
2010	A framework for fetecting interactions between co-incident clinical processes Published In International Journal of E-Health and Medical Communications
2010	Carbon-aware business process design in Abnoba Published In Lecture Notes in Computer Science
2010	Definition of a description language for business service decomposition Published In Exploring Services Science
2010	Double preference relations for generalised belief change Published In Artificial Intelligence
2010	Green business process management: A research agenda Published In Australasian Journal of Information Systems
2010	Implementing reactive BDI agents with user-given constraints and objectives Published In International Journal of Agent-Oriented Software Engineering
2010	Support-based distributed optimisation: an approach to radiotherapy patient scheduling Published In Studies in Health Technology and Informatics
2010	Towards an algebraic framework for querying inductive databases Published In Lecture Notes in Computer Science (LNCS)
2009	Carbon-centric computing - IT solutions for climate change Published In Australian Journal of Telecommunications and the Digital Economy
2009	Consistency preserving co-evolution of formal specifications and agent-oriented conceptual models Published In Information and Software Technology
2009	Editorial for the Special Issue on IT and Climate Change Published In Australasian Journal of Information Systems
2009	Industry traction for MAS technology: would a rose by any other name smell as sweet? Published In International Journal of Agent-Oriented Software Engineering
2009	Mixed-initiative argumentation: group decision support in medicine Published In Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering
2009	SBDO: a new robust approach to dynamic distributed constraint optimisation Published In Lecture Notes in Computer Science
2008	Iterated belief change and the recovery axiom Published In Journal of Philosophical Logic
2007	Agent Based Executable Conceptual Models Using i* and CASO Published In Lecture notes in Computer Science
2007	Auditing business process compliance Published In Lecture Notes in Computer Science
2007	Relaxations of semiring constraint satisfaction problems Published In Information Processing Letters
2006	Reliable service composition by adopting assumptions Published In Computer Systems Science and Engineering
1999	Connections between default reasoning and partial constraint satisfaction Published In Information sciences
1999	Constraint-based integrity checking in abductive and non-monotonic extensions of constraint logic programming Published In Proceedings of the National Conference on Artificial Intelligence

Book

Year	Title
2021	Preface
2020	Preface
2019	Preface
2015	Preface
2014	Foreword
2014	Preface
2014	Service-oriented computing Publisher Springer Berlin Heidelberg
2011	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface Publisher Springer Berlin Heidelberg
2009	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface
2008	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface
1998	Preface Publisher Springer Berlin Heidelberg

Chapter

Year	Title
2021	Consistency Checking of Goal Models and Case Management Schemas Published In Lecture Notes in Business Information Processing Publisher Springer International Publishing
2020	Resource-Based Adaptive Robotic Process Automation Published In Advanced Information Systems Engineering Publisher Springer International Publishing
2016	Annotating and mining for effects of processes Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer International Publishing
2016	Coalition structure formation using anytime dynamic programming Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer International Publishing
2015	Norm-aware socio-technical systems Published In Computer After Me: Awareness And Self-Awareness In Autonomic Systems Publisher http://www.worldscientific.com/worldscibooks/10.1142/p930
2014	Declarative service modeling through adaptive case management Published In Handbook of Research on Demand-Driven Web Services: Theory, Technologies and Applications Publisher United States
2012	Advancing business process technology for humanity: Opportunities and challenges of Green BPM for sustainable business activities Published In Green Business Process Management: Towards the Sustainable Enterprise
2012	Environmentally aware business process improvement in the enterprise context Published In Harnessing Green It: Principles and Practices Publisher United Kingdom
2012	SBDO: A new robust approach to dynamic distributed constraint optimisation Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
2012	The foundations of service eco-systems Published In Service Life Cycle Tools and Technologies: Methods, Trends and Advances Publisher Pennsylvania, United States
2012	What can agent-based computing offer service-oriented architectures, and vice versa? Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
2011	A framework for optimizing inter-operating business process portfolio Published In Information Systems Development Publisher New York
2011	Green strategic alignment: Aligning business strategies with sustainability objectives Published In Handbook of research on green ICT : technology, business, and social perspectives. Vol. I - II Publisher Hershey, PA
2011	Supply chain optimization audit (SCOA) for green ICT opportunities Published In Handbook of research on green ICT : technology, business, and social perspectives. Vol. I - II
2011	The optimizing web: A green ICT research perspective Published In Handbook of research on green ICT : technology, business, and social perspectives. Vol. I - II
2009	Dealing with Objectives in a Constraint-Based Extension to AgentSpeak(L) Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
2009	Requirements modeling with agent programming Published In Information Systems Development: Towards a Service Provision Society Publisher Springer US
2007	Support-Based Distributed Search: A New Approach for Multiagent Constraint Processing Published In Argumentation in Multi-Agent Systems: Lecture Notes in Computer Science
2007	Synopsis information extraction in documents through probabilistic text classifiers Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
2007	Systemic semiotics as a basis for an agent-oriented conceptual modelling methodology Published In Semiotics and Intelligent Systems Development Publisher Hershey, PA
2006	Agent Programming Language with Incomplete Knowledge - Agentspeak(I) Published In Enterprise Information Systems VI Publisher Springer-Verlag
2002	Generalized arc consistency with application to maxCSP Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
2002	Syntactic representations of semantic merging operations Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
2001	Social choice, merging, and elections Published In Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) Publisher Springer Berlin Heidelberg
2000	Gongeroos¿99 Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
1999	Constraint-based agent specification for a multi-agent stock brokering system Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
1998	A framework for learning constraints: Preliminary report Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
1998	Inductive constraint logic programming: An overview Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
1998	The role of default representations in incremental learning Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
1996	A framework for reasoning about requirements evolution Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
1996	Anytime default inference Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg
1996	Specifying over-constrained problems in default logic Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer Berlin Heidelberg

Conference Paper

Year	Title
2021	A Fuzzy-Based Requirement Selection Method for Considering Value Dependencies in Software Release Planning Published In IEEE International Conference on Fuzzy Systems
2021	Abductive Design of BDI Agent-Based Digital Twins of Organizations Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021	BDI-Dojo: Developing robust BDI agents in evolving adversarial environments Published In Proceedings - 2021 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, ACSOS-C 2021
2021	Cross-Silo Process Mining with Federated Learning Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021	Decision Support for Knowledge Intensive Processes Using RL Based Recommendations Published In Lecture Notes in Business Information Processing
2021	DeepProcess: Supporting Business Process Execution Using a MANN-Based Recommender System Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021	Extracting and Leveraging Value from a Decision Interdependency Network (DIN) in a Policing/Law Enforcement Setting Published In Proceedings - IEEE International Enterprise Distributed Object Computing Workshop, EDOCW
2021	The Future of Robotic Process Automation (RPA) Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020	A value-based trust assessment model for multi-agent systems Published In IJCAI International Joint Conference on Artificial Intelligence
2020	Lessons learned from using a deep tree-based model for software defect prediction in practice Published In 2019 IEEE/ACM 16th International Conference on Mining Software Repositories (MSR)
2020	Towards effective AI-powered agile project management Published In Proceedings - 2019 IEEE/ACM 41st International Conference on Software Engineering: New Ideas and Emerging Results, ICSE-NIER 2019
2020	Collaborative optimization networks Published In ACM International Conference Proceeding Series
2020	Designing optimal robotic process automation architectures Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020	Resource-Based Adaptive Robotic Process Automation: Formal/Technical Paper Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020	Workload-aware reviewer recommendation using a multi-objective search-based approach Published In PROMISE 2020 - Proceedings of the 16th ACM International Conference on Predictive Models and Data Analytics in Software Engineering, Co-located with ESEC/FSE 2020
2019	A value-based trust assessment model for multi-agent systems Published In IJCAI International Joint Conference on Artificial Intelligence
2019	Lessons learned from using a deep tree-based model for software defect prediction in practice Published In 2019 IEEE/ACM 16th International Conference on Mining Software Repositories (MSR)
2019	Towards effective AI-powered agile project management Published In Proceedings - 2019 IEEE/ACM 41st International Conference on Software Engineering: New Ideas and Emerging Results, ICSE-NIER 2019
2018	Explainable software analytics Published In International Conference on Software Engineering 2018
2018	Generating pseudo-code from source code using deep learning Published In Proceedings - 25th Australasian Software Engineering Conference, ASWEC 2018
2018	Multi-Objective Iteration Planning in Agile Development Published In Proceedings: 25th Asia-Pacific Software Engineering Conference, APSEC
2018	Poster: Predicting components for issue reports using deep learning with information retrieval Published In International Conference on Software Engineering (ICSE 2018)
2017	Mining goal refinement patterns: Distilling know-how from data Published In Lecture Notes in Computer Science
2017	Multi-objective search-based approach to estimate issue resolution time Published In PROMISE: Proceedings of the 13th International Conference on Predictive Models and Data Analytics in Software Engineering
2016	Analyzing topics and trends in the PRIMA literature Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016	Context-Aware analysis of past process executions to aid resource allocation decisions Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016	Context-Aware analysis of past process executions to aid resource allocation decisions Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016	DeepSoft: A Vision for a Deep Model of Software Published In 24th ACM SIGSOFT International Symposium on the Foundations of Software Engineering (FSE 2016)
2016	Externalization of software behavior by the mining of norms Published In Proceedings of the 13th International Conference on Mining Software Repositories
2016	Process compliance in open source software development - A study of Python Enhancement Proposals (PEPS) Published In 24th European Conference on Information Systems, ECIS 2016
2016	iToNuSMV: A Prototype for Enabling Model Checking of i Models Published In 2016 IEEE 24th International Requirements Engineering Conference (RE)
2015	Business process generation by leveraging complete search over a space of activities and process goals Published In Proceedings of the 5th International Conference on Cloud Computing and Services Science
2015	Characterization and prediction of issue-related risks in software projects Published In IEEE International Working Conference on Mining Software Repositories
2015	Coordination, organizations, institutions, and norms in agent systems X: COIN 2014 international workshops COIN@ AAMAS, paris, france, May 6, 2014 COIN@PRICAI, gold coast, QLD, australia, december 4, 2014 revised selected papers Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015	Goal-driven context-aware data filtering in IoT-based systems Published In Proceedings - 2015 IEEE 18th International Conference on Intelligent Transportation Systems
2015	Message from the EDOC 2015 General Chairs Published In Proceedings of the 2015 IEEE 19th International Enterprise Distributed Object Computing Conference Workshops and Demonstrations, EDOCW 2015
2015	Message from the General Chairs Published In Proceedings - IEEE International Enterprise Distributed Object Computing Workshop, EDOCW
2015	Mining software repositories for social norms Published In Proceedings - 37th International Conference on Software Engineering
2015	Predicting delays in software projects using networked classification Published In 2015 30th IEEE/ACM International Conference on Automated Software Engineering (ASE)
2015	Threshold-based prediction of schedule overrun in software projects Published In Proceedings of the 24th Australasian Software Engineering Conference (ASWEC 2015)
2015	Using i∗ model towards ontology integration and completeness checking in enterprise systems requirement hierarchy Published In Proceedings of the 5th International Model-Driven Requirements Engineering Workshop (MoDRE 2015)
2015	Who will answer my question on stack overflow? Published In Proceedings - 2015 24th Australasian Software Engineering Conference, ASWEC 2015
2014	A CMMI-based automated risk assessment framework Published In Proceedings - 21st Asia-Pacific Software Engineering Conference, APSEC 2014
2014	Augmenting complex problem solving with hybrid compute units Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014	Characterizing artificial socio-cognitive technical systems Published In European Conference on Social Intelligence (ECSI-2014)
2014	Combining agent based modeling with distributed constraint optimization for service delivery optimization Published In IEEE International Enterprise Distributed Object Computing Conference
2014	Data-driven requirements modeling: Some initial results with i* Published In Proceedings of the Tenth Asia-Pacific Conference on Conceptual Modelling (APCCM 2014)
2014	The post-theoretic enterprise: A service-oriented view Published In 7th International Conference on Service-Oriented Computing and Applications (SOCA 2014)
2014	Towards energy-aware optimisation of business processes Published In Proceedings of the 3rd International Conference on Smart Grids and Green IT Systems
2013	A formal approach to designing and managing service ecosystems Published In Information Systems Development: Reflections, Challenges and New Directions
2013	A novel use of big data analytics for service innovation harvesting Published In Proceedings - 2013 5th International Conference on Service Science and Innovation, ICSSI 2013
2013	Formalizing service variability modeling in SOA-based solutions Published In Advanced Information Systems Engineering Workshops: CAiSE International Workshops
2012	Design maintenance in process eco-systems Published In IEEE 9th International Conference on Services Computing (SCC 2012)
2012	Dynamic change impact analysis for maintaining and evolving agent systems Published In Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems
2012	Effective reuse via modeling, managing and searching of business process assets Published In IEEE 9th International Conference on Services Computing (SCC 2012)
2012	On elasticity and constrainedness of business services provisioning Published In IEEE 9th International Conference on Services Computing (SCC 2012)
2012	On formalizing inter-process relationships Published In Business Process Management Workshops: BMP 2011 International Workshops, Revised Selected Paper, Part II
2012	Strategic alignment of business processes Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012	UNNOTI: Toolkit for rural service modeling Published In Proceedings - 2012 3rd International Conference on Services in Emerging Markets, ICSEM 2012
2011	An agent-based framework for distributed collaborative model evolution Published In IWPSE-EVOL 2011 12th International Workshop on Principles on Software Evolution and 7th ERCIM Workshop on Software Evolution
2011	Automated change impact analysis for agent systems Published In 2011 27th IEEE International Conference on Software Maintenance (ICSM)
2011	Correlating business objectives with services: An ontology-driven approach Published In 2011 IEEE International Conference on Services Computing, SCC 2011
2011	Strategic alignment of business processes Published In 7th International Workshop on Engineering Service Oriented Applications
2011	Support-based distributed optimisation: An approach to radiotherapy scheduling Published In Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering
2010	Analyst-mediated contextualization of regulatory policies Published In IEEE International Conference on Services Computing
2010	Business rules discovery from process design repositories Published In IEEE World Congress on Services
2010	On business services representation – the 3 x 3 x 3 Approach Published In Australasian Conference on Information Systems
2010	Ontology modeling of UBL process diagrams using OWL Published In International Conference on Computer Information Systems and Industrial Management Applications
2010	Strategy Representation Using an i-like Notation Published In iStar 2010
2010	Supporting change propagation in the evolution of enterprise architectures Published In International Enterprise Distributed Object Computing Conference
2010	Supporting change propagation in the maintenance and evolution of service-oriented architectures Published In Asia-Pacific Software Engineering Conference
2010	Towards green business process management Published In IEEE International Conference on Services Computing
2009	A Conceptual Framework for Business Process Redesign Published In Enterprise, Business-Process and Information Sysytems Modeling: 10th International Workshop, BPMDS2009
2009	An Integrated Approach to managing Business Process Risk Using Rich Organizational Models Published In On the Move to Meaningful Internet Systems
2009	Business Process Integration: Method and Analysis Published In Asia-Pacific Conference on Conceptual Modelling
2009	Dealing with imprecise compliance requirements Published In Enterprise Distributed Object Computing Conference Workshops
2009	IS solution for the global environmental challenge: an Australian initiative Published In Americas Conference on Information Systems
2009	IS solutions for the global environmental challenge: An Australian initiative Published In 15th Americas Conference on Information Systems 2009, AMCIS 2009
2009	Mixed-initiative argumentation: A framework for justification management in clinical group decision support Published In AAAI Fall Symposium - Technical Report
2009	Process SEER: a tool for semantic effect annotation of business process models Published In International Enterprise Distributed Object Computing Conference
2009	Risk-aware organizational design Published In Proceedings of the Second International Workshop on Governance, Risk and Compliance CEUR Workshop Proceedings
2009	Towards ontology-based MAS methodologies: ontology-based early requirements Published In International Conference on Information Systems Development
2008	A Best-First Anytime Search Algorithm for Coalition Structure Generation Published In AAMAS'08 Seventh International Conference on Autonomous Agents and Multiagent Systems
2008	A best-first anytime algorithm for computing optimal coalition structures Published In Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS
2008	Actor Eco-systems: Modeling and Configuring Virtual Enterprises Published In IEEE World Congress on Services
2008	An automatic elaborate requirement specification by using hierarchical text classification Published In Proceedings - International Conference on Computer Science and Software Engineering, CSSE 2008
2008	An ontology-based sentiment classification methodology for online consumer reviews Published In International Conference on Intelligent Agent Technology
2008	Branch and Bound Algorithms to Solve Semiring Constraint Satisfaction Problems Published In Pacific Rim International Conference on Artificial Intelligence
2008	Model Eco-Systems: Preliminary Work Published In Asia-Pacific Conference on Conceptual Modelling
2008	Towards an Enterprise Business Process Architecture Standard Published In IEEE World Congress on Services
2007	Actor Eco-systems: From High-Level Agent Models to Executable Processes via Semantic Annotations Published In International Computer Software and Applications Conference
2007	Integration of Agent-Oriented Conceptual Models and UML Activity Diagrams Using Effect Annotations Published In International Computer Software and Applications Conference
2007	Managing Business Process Risk Using Rich Organizational Models Published In International Computer Software and Applications Conference
2007	Message from the SOPOSE-07 workshop co-chairs Published In Proceedings - 2007 IEEE Congress on Services, SERVICES 2007
2007	Modeling and solving Semiring Constraint Satisfaction Problems by transformation to Weighted Semiring Max-SAT Published In Australasian Joint Conference on Artificial Intelligence
2007	Process discovery from model and text artefacts Published In IEEE World Congress on Services
2007	Rapid business process discovery (R-BPD) Published In International Conference on Conceptual Modelling
2007	Verifying semantic business process models in inter-operation Published In IEEE International Conference on Services Computing
2006	A distributed algorithm for coalition formation in linear production domain Published In ICEIS 2006 - 8th International Conference on Enterprise Information Systems, Proceedings
2006	A relaxation of a semiring constraint satisfaction problem using combined semirings Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2006	Source sensitive argumentation system Published In ICEIS 2006 - 8th International Conference on Enterprise Information Systems, Proceedings
2006	Using assumptions in service composition context
2003	Reducing Redundancy in the Hypertree Decomposition Scheme11This research was funded by an Australian Research Council Linkage Grant
1999	Formal basis for consistency, evolution and rationale management in requirements engineering Published In Proceedings of the International Conference on Tools with Artificial Intelligence
1999	What is default reasoning good for? Applications revisited
1999	What is default reasoning good for? Applications revisited Published In Proceedings of the Hawaii International Conference on System Sciences

Editor Of

Book
- Coordination, Organizations, Institutions, and Norms in Agent Systems X: COIN 2014 International Workshops. Switzerland. 2015
- Agents in Principle, Agents in Practice LNAI 7047. Berlin. 2011

Investigator On

Year	Title
2021 - 2022	Rapid Situation Awareness using Network Knowledge and AI Reasoning Awarded by: Defence Science and Technology Group Funding Scheme: Next Generation Technologies Fund
2018 - 2020	Self-Governance in Trusted Autonomous Systems Awarded by: Defence Innovation Network (DIN) Funding Scheme: Pilot Projects
2008	Ontology based agent oriented development methodologies Awarded by: Australian Research Council (ARC) Funding Scheme: Discovery Projects
	Predicting hazardous software components using deep learning Awarded by: Samsung Global Research Outreach Funding Scheme: Samsung Global Research Outreach

Potential Supervision Topics

Artificial Intelligence

Software Engineering

Business process management

Service-oriented computing

Service science

Medical Informatics

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy	Modelling and Prediction of Valued Social Networks with Semicontinuous Relationship Values
Doctor of Philosophy (Integrated)	Adaptive Allocation of Cloud Computing Resources Using Fuzzy Logic	Alelaimat, Ahmad
Doctor of Philosophy	A System for Privacy Preserving Distributed Process Mining	Khan, Muhammad
Doctor of Philosophy	Enterprise Architecture to Facilitate Automated and Semi-Automated Analytics for Opportunity Analysis and Actionable Insights	Kocherry, Joel
Doctor of Philosophy	Developing analytic models to support agile software development	Alhefdhi, Aziz
Doctor of Philosophy	The future of RPA: Leveraging deeper insights into effective human behaviour using novel classes of abstractions combined with machine learning	Mahala, Geeta
Doctor of Philosophy	Development Methodologies for IoT using Goal Spatial Reasoning.	Alzahrani, Yazeed
Doctor of Philosophy	AI Driven Business Process Discovery & Analytics With Emphasis on Benchmarking to Mine Goals	Misbah, Osama
Doctor of Philosophy	A Model-Based Systems Engineering Approach for Organisational Systems Change	Kennedy, Grace
Doctor of Philosophy	Supporting the Development and Management of Privacy-Aware Software Information Systems	Sangaroonsilp, Pattaraporn
Doctor of Philosophy	Using Artificial Intelligence as a Visual Tool to Assist Cancer Management	Ibro, Helena
Doctor of Philosophy	Developing AI-enabled command and Control Systems.	Pulawski, Simon
Doctor of Philosophy	Supporting the development of AI-powered software systems	Nguyen, Bryan
Doctor of Philosophy	Leveraging Semantics Via Flexible Business Process Management	Kumar, Sumeet
Doctor of Philosophy	Combining agent-based optimization and simulation in service delivery optimization	Mohagheghian, Mohammadreza

Outreach Overview

1. Associate Editor, ACM Transactions on Internet Technology
2. Member, Steering Committee, International Conference on Conceptual Modeling (ER)

Education And Training

Ph.D. in Computing Science, University of Alberta, Also spent parts of PhD tenure at the University of Illinois at Urbana-Champaign and University of Tokyo 1991 - 1995
M.S. in Computing Science, University of Alberta, Dept. of Computing Science 1989 - 1991
B.E. in Computer Science and Engineering, Jadavpur University, Dept. of Computer Science and Engineering 1985 - 1989

Orcid Id

http://orcid.org/0000-0002-6175-8726 (confirmed)

Scopus Id

7103191960

Overview

Overview

Top Publications

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Research Overview

Publications

Selected Publications

Journal Article

Book

Chapter

Conference Paper

Editor Of

Book

Funding

Investigator On

Supervision

Potential Supervision Topics

Advisees

Graduate Advising Relationship

Service

Outreach Overview

Background

Education And Training

Identity

Orcid Id

Scopus Id

Overview

Top Publications

Research Areas

Research Overview

Publications

Selected Publications

Journal Article

Book

Chapter

Conference Paper

Editor Of

Book

Funding

Investigator On

Supervision

Potential Supervision Topics

Advisees

Graduate Advising Relationship

Service

Outreach Overview

Background

Education And Training

Identity

Orcid Id

Scopus Id

Visualisations

Research Areas