Ghassan Beydoun

Orcid: 0000-0001-8087-5445

Affiliations:
  • University of Technology Sydney, Australia


According to our database1, Ghassan Beydoun authored at least 143 papers between 1997 and 2024.

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Bibliography

2024
Agent-based modelling of individual absorptive capacity for effective knowledge transfer.
J. Ambient Intell. Humaniz. Comput., September, 2024

Evaluating Transformers and Linguistic Features integration for Author Profiling tasks in Spanish.
Data Knowl. Eng., 2024

Tailoring ontology retrieval for supporting requirements analysis.
Adv. Eng. Informatics, 2024

Digital Workplace Components and their Value in Emergency Services.
Proceedings of the 30th Americas Conference on Information Systems: Elevating Life through Digital Social Entrepreneurship, 2024

2023
Cultivating Expertise: Unravelling Type 2 Diabetes Associations through Incremental Knowledge-Based System Development: Ripple Down Rules or Machine Learning.
Proceedings of the Australasian Conference on Information Systems, 2023

Toward Addressing the Software Architecture Blind Spot of Information System Success Factors in the Public Health domain.
Proceedings of the Australasian Conference on Information Systems, 2023

An Application Ontology for Reproducibility of Machine Learning Solutions.
Proceedings of the Australasian Conference on Information Systems, 2023

2022
A Reference Architecture for IoT-Enabled Smart Buildings.
SN Comput. Sci., 2022

The Effect of Technology Readiness on Individual Absorptive Capacity Toward Learning Behavior in Australian Universities.
J. Glob. Inf. Manag., 2022

The Co-construct/ Co-evolving Process between Organization's Absorptive Capacity and Enterprise System Practice under Changing Context: The Case of ERP Practice.
Inf. Syst. Frontiers, 2022

How the Structures Provided by Social Media Enable Collaborative Outcomes: A Study of Service Co-creation in Nonprofits.
Inf. Syst. Frontiers, 2022

Disaster Management Knowledge Analysis Framework Validated.
Inf. Syst. Frontiers, 2022

Assessment of Complexity in Cloud Computing Adoption: a Case Study of Local Governments in Australia.
Inf. Syst. Frontiers, 2022

A model-driven approach to reengineering processes in cloud computing.
Inf. Softw. Technol., 2022

From computer vision to short text understanding: Applying similar approaches into different disciplines.
Intell. Converged Networks, 2022

The Incremental Development of a Diabetes 2 Knowledge Base System using Ripple Down Rules.
Proceedings of the 26th Pacific Asia Conference on Information Systems, 2022

Role of ontologies in beach safety management analytics systems.
Proceedings of the 26th Pacific Asia Conference on Information Systems, 2022

2021
A New Integrated Approach for Landslide Data Balancing and Spatial Prediction Based on Generative Adversarial Networks (GAN).
Remote. Sens., 2021

Correction to: An Architecture Framework Approach for Complex Transport Projects.
Inf. Syst. Frontiers, 2021

An Architecture Framework Approach for Complex Transport Projects.
Inf. Syst. Frontiers, 2021

Conceptualising Cloud Migration Lifecycle.
CoRR, 2021

MOOC Student Dropout Rate Prediction via Separating and Conquering Micro and Macro Information.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020
From ideal to reality: segmentation, annotation, and recommendation, the vital trajectory of intelligent micro learning.
World Wide Web, 2020

Big data analytics architecture design.
CoRR, 2020

Preface: Towards the Next Generation of Information Systems: Enhancing Traceability and Transparency.
Australas. J. Inf. Syst., 2020

Big Data Management and Analytics Metamodel for IoT-Enabled Smart Buildings.
IEEE Access, 2020

Attention-Based High-Order Feature Interactions to Enhance the Recommender System for Web-Based Knowledge-Sharing Service.
Proceedings of the Web Information Systems Engineering - WISE 2020, 2020

Adaptive Architecture and Principles for Securing the IoT Systems.
Proceedings of the Innovative Mobile and Internet Services in Ubiquitous Computing, 2020

Deep Sequence Labelling Model for Information Extraction in Micro Learning Service.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Deep-Cross-Attention Recommendation Model for Knowledge Sharing Micro Learning Service.
Proceedings of the Artificial Intelligence in Education - 21st International Conference, 2020

Knowledge Graphs in Support of Credit Risk Assessment.
Proceedings of the Australasian Conference on Information Systems, 2020

2019
Twenty Years of Information Systems Frontiers.
Inf. Syst. Frontiers, 2019

Experiential probabilistic assessment of cloud services.
Inf. Sci., 2019

A generic cloud migration process model.
Eur. J. Inf. Syst., 2019

Next generation smart manufacturing and service systems using big data analytics.
Comput. Ind. Eng., 2019

Big data analytics architecture design - An application in manufacturing systems.
Comput. Ind. Eng., 2019

Application of Design Science Research to Design a Modelling Approach for Procurement of Infrastructure Systems.
Proceedings of the 2019 IEEE International Systems Conference, 2019

Towards the Readiness of Learning Analytics Data for Micro Learning.
Proceedings of the Services Computing - SCC 2019, 2019

Transfer Learning in Credit Risk.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

The Effect of Technology Readiness on Individual Absorptive Capacity for Knowledge Transfer.
Proceedings of the Information Systems Development: Information Systems Beyond 2020, 2019

Analysing the Trade-Off Between Computational Performance and Representation Richness in Ontology-Based Systems.
Proceedings of the Computational Science - ICCS 2019, 2019

Socio-Technical Perspective on Managing Type II Diabetes.
Proceedings of the Australasian Conference on Information Systems, 2019

Using Adaptive Enterprise Architecture Framework for Defining the Adaptable Identity Ecosystem Architecture.
Proceedings of the Australasian Conference on Information Systems, 2019

2018
Reusing empirical knowledge during cloud computing adoption.
J. Syst. Softw., 2018

Systems and Sensors in Geoscience Applications.
J. Sensors, 2018

Agent-Based Knowledge Analysis Framework in Disaster Management.
Inf. Syst. Frontiers, 2018

Disaster Management and Information Systems: Insights to Emerging Challenges.
Inf. Syst. Frontiers, 2018

Data-Centric Intelligent Computing: Preface.
Int. J. Comput. Intell. Syst., 2018

Virtual geographic environments in socio-environmental modeling: a fancy distraction or a key to communication?
Int. J. Digit. Earth, 2018

Employing the model based systems engineering methodologies to develop a domain specific language for contracting of infrastructure projects.
Proceedings of the 2018 Annual IEEE International Systems Conference, 2018

Agent-Based Knowledge Framework of Energy Planning System.
Proceedings of the 22nd Pacific Asia Conference on Information Systems, 2018

Ontology in Software Engineering.
Proceedings of the Australasian Conference on Information Systems, 2018

A review of Australian information privacy laws and standards for secure digital ecosystems.
Proceedings of the Australasian Conference on Information Systems, 2018

Uncovering Complexity in the Jakarta Energy Planning Process using Agent-Oriented Analysis.
Proceedings of the Australasian Conference on Information Systems, 2018

2017
Challenges in migrating legacy software systems to the cloud - an empirical study.
Inf. Syst., 2017

Model driven approach for real-time requirement analysis of multi-agent systems.
Comput. Lang. Syst. Struct., 2017

Facilitating Disaster Knowledge Management with Agent-Based Modelling.
Proceedings of the 21st Pacific Asia Conference on Information Systems, 2017

IoT architectural concerns: a systematic review.
Proceedings of the Second International Conference on Internet of things and Cloud Computing, 2017

Organizing Online Computation for Adaptive Micro Open Education Resource Recommendation.
Proceedings of the Advances in Web-Based Learning - ICWL 2017, 2017

Ontological Learner Profile Identification for Cold Start Problem in Micro Learning Resources Delivery.
Proceedings of the 17th IEEE International Conference on Advanced Learning Technologies, 2017

Indigenous people living with cancer; developing a mobile health app for improving their psychological well-being.
Proceedings of the 23rd Americas Conference on Information Systems, 2017

2016
Cloud migration process - A survey, evaluation framework, and open challenges.
J. Syst. Softw., 2016

Computationally efficient ontology selection in software requirement planning.
Inf. Syst. Frontiers, 2016

Supporting agent oriented requirement analysis with ontologies.
Int. J. Hum. Comput. Stud., 2016

A metamodel-based knowledge sharing system for disaster management.
Expert Syst. Appl., 2016

Automating the reuse of domain knowledge to improve the modelling outcome from interactions between developers and clients.
Computing, 2016

Australia's National Health Programs: An Ontological Mapping.
Australas. J. Inf. Syst., 2016

Is Consensus a Viable Concept to Justify Use of Online Collaborative Networks in Multi-stakeholder Governance?
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

Learning path adaptation in online learning systems.
Proceedings of the 20th IEEE International Conference on Computer Supported Cooperative Work in Design, 2016

Profiling and Supporting Adaptive Micro Learning on Open Education Resources.
Proceedings of the International Conference on Advanced Cloud and Big Data, 2016

Customising Agent Based Analysis Towards Analysis of Disaster Management Knowledge.
Proceedings of the Australasian Conference on Information Systems, 2016

2015
Micro Learning Adaptation in MOOC: A Software as a Service and a Personalized Learner Model.
Proceedings of the Advances in Web-Based Learning - ICWL 2015, 2015

Ontology-Based Music Recommender System.
Proceedings of the Distributed Computing and Artificial Intelligence, 2015

Towards knowledge sharing in disaster management: An agent oriented knowledge analysis framework.
Proceedings of the Australasian Conference on Information Systems, 2015

2014
Requirements Elicitation and Specification Using the Agent Paradigm: The Case Study of an Aircraft Turnaround Simulator.
IEEE Trans. Software Eng., 2014

Identification of ontologies to support information systems development.
Inf. Syst., 2014

Development and validation of a Disaster Management Metamodel (DMM).
Inf. Process. Manag., 2014

Aligning ontology-based development with service oriented systems.
Future Gener. Comput. Syst., 2014

Agile Enterprise Architecture: a Case of a Cloud Technology-Enabled Government Enterprise Transformation.
Proceedings of the 18th Pacific Asia Conference on Information Systems, 2014

Ant-Inspired Multi-phase and Multi-party Negotiations in the Data-Intensive Service Provision.
Proceedings of the IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27, 2014

2013
Dynamic evaluation of the development process of knowledge-based information systems.
Knowl. Inf. Syst., 2013

Generic modelling of security awareness in agent based systems.
Inf. Sci., 2013

Providing metrics and automatic enhancement for hierarchical taxonomies.
Inf. Process. Manag., 2013

Suitability assessment framework of agent-based software architectures.
Inf. Softw. Technol., 2013

Service Oriented Architectures (SOA) Adoption Challenges.
Int. J. Intell. Inf. Technol., 2013

Model-driven disaster management.
Inf. Manag., 2013

Enhanced Ant Colony Algorithm for Cost-Aware Data-Intensive Service Provision.
Proceedings of the IEEE Ninth World Congress on Services, 2013

Disaster Management (DM) Model Transformations Framework.
Proceedings of the Australasian Conference on Information Systems, 2013

2012
Evaluating Disaster Management Knowledge Model by Using a Frequency-Based Selection Technique.
Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2012

A Synthesis of a Knowledge Management Framework for Sports Event Management.
Proceedings of the ICSOFT 2012 - Proceedings of the 7th International Conference on Software Paradigm Trends, Rome, Italy, 24, 2012

Towards Modelling Real Time Constraints.
Proceedings of the ICSOFT 2012 - Proceedings of the 7th International Conference on Software Paradigm Trends, Rome, Italy, 24, 2012

Evaluating Usage of WSMO and OWL-S in Semantic Web Services.
Proceedings of the Eighth Asia-Pacic Conference on Conceptual Modelling, 2012

2011
How do we measure and improve the quality of a hierarchical ontology?
J. Syst. Softw., 2011

Outbound logistics exception monitoring: A multi-perspective ontologies' approach with intelligent agents.
Expert Syst. Appl., 2011

Development of a peer-to-peer information sharing system using ontologies.
Expert Syst. Appl., 2011

Using Ontologies to Synchronize Change in Relational Database Systems.
J. Res. Pract. Inf. Technol., 2011

An MAS-Based Implementation for Semantic Web Services Composition.
Proceedings of the Information Systems Development, Reflections, Challenges and New Directions [Proceedings of ISD 2011, Heriot-Watt University, Edinburgh, Scotland, UK, August 24, 2011

Modeling Awareness of Agents using Policies.
Proceedings of the ICSOFT 2011, 2011

Towards Knowledge Management in Sports Event Management - Context Analysis of Malaysian Biannual Games with CommonKADS.
Proceedings of the ICSOFT 2011, 2011

Supporting Developers in Complex Systems Modelling.
Proceedings of the Australasian Conference on Information Systems, 2011

Comparison of Bio-inspired Algorithms for Peer Selection in Services Composition.
Proceedings of the IEEE International Conference on Services Computing, 2011

2010
Automating dimensional tolerancing using Ripple down Rules (RDR).
Expert Syst. Appl., 2010

A dimensional tolerancing knowledge management system using Nested Ripple Down Rules (NRDR).
Eng. Appl. Artif. Intell., 2010

A Disaster Management Metamodel (DMM) Validated.
Proceedings of the Knowledge Management and Acquisition for Smart Systems and Services, 2010

Ontology-mediated Validation of Software Models.
Proceedings of the Information Systems Development, 2010

Metamodel-based Decision Support System for Disaster Management.
Proceedings of the ICSOFT 2010, 2010

Work Product-driven Software Development Methodology Improvement.
Proceedings of the ICSOFT 2010, 2010

Metamodelling Approach towards a Disaster Management Decision Support System.
Proceedings of the Artifical Intelligence and Soft Computing, 2010

Ontology-based Validation of Agent Oriented Modelling.
Proceedings of the EKAW2010 Poster and Demo Track, Lisbon, Portugal, October 11 - 15, 2010, 2010

Metamodelling Approach To Support Disaster Management Knowledge Sharing.
Proceedings of the Australasian Conference on Information Systems, 2010

2009
FAML: A Generic Metamodel for MAS Development.
IEEE Trans. Software Eng., 2009

A security-aware metamodel for multi-agent systems (MAS).
Inf. Softw. Technol., 2009

Formal concept analysis for an e-learning semantic web.
Expert Syst. Appl., 2009

Problem-Solving Methods in Agent-Oriented Software Engineering.
Proceedings of the Information Systems Development, 2009

Towards Agent-Oriented Approach to a Call Management System.
Proceedings of the Information Systems Development, 2009

Towards Problem Solving Methods in Multi-agent Systems.
Proceedings of the ICSOFT 2009, 2009

Modelling with Agents.
Proceedings of the Agent-Oriented Software Engineering X - 10th International Workshop, 2009

2008
When to Use a Multi-Agent System?.
Proceedings of the Intelligent Agents and Multi-Agent Systems, 2008

Using Formal Concept Analysis towards Cooperative E-Learning.
Proceedings of the Knowledge Acquisition: Approaches, 2008

2007
A field study of the requirements engineering practice in Australian software industry.
Requir. Eng., July, 2007

Evolving semantic web with social navigation.
Expert Syst. Appl., 2007

Towards Method Engineering for Multi-Agent Systems: A Validation of a Generic MAS Metamodel.
Proceedings of the Agent Computing and Multi-Agent Systems, 2007

Towards Ontology-Based MAS Methodologies: Ontology-Based Early Requirements.
Proceedings of the Information Systems Development, 2007

Modelling MAS-Specific Security Features.
Proceedings of the 12th International Workshop on Exploring Modeling Methods for Systems Analysis and Design, 2007

2006
A methodological framework for ontology centric oriented software engineering.
Comput. Syst. Sci. Eng., 2006

Developing and Evaluating a Generic Metamodel for MAS Work Products.
Proceedings of the 4th European Workshop on Multi-Agent Systems EUMAS'06, 2006

Preliminary Validation of MOBMAS (Ontology-Centric Agent Oriented Methodology): Design of a Peer-to-Peer Information Sharing MAS.
Proceedings of the Agent-Oriented Information Systems IV, 2006

2005
Synthesis of a generic MAS metamodel.
ACM SIGSOFT Softw. Eng. Notes, 2005

Cooperative Modelling Evaluated.
Int. J. Cooperative Inf. Syst., 2005

Towards Method Engineering for Multi-Agent Systems: A preliminary validation of a Generic MAS Metamodel.
Proceedings of the 17th International Conference on Software Engineering and Knowledge Engineering (SEKE'2005), 2005

Preliminary Basis for an Ontology-Based Methodological Approach for Multi-agent Systems.
Proceedings of the Perspectives in Conceptual Modeling, 2005

Foundations of Ontology-Based MAS Methodologies.
Proceedings of the Agent-Oriented Information Systems III, 2005

2004
Using Messaging Structure to Evolve Agents Roles in Electronic Markets.
Proceedings of the Intelligent Agents and Multi-Agent Systems, 2004

2002
Implementing NRDR Using OO Database Management System (OODBMS).
Proceedings of the PRICAI 2002: Trends in Artificial Intelligence, 2002

Using the F2 OODBMS to Support Incremental Knowledge Acquisition.
Proceedings of the International Database Engineering & Applications Symposium, 2002

An OO Model for Incremental Hierarchical KA.
Proceedings of the Knowledge Engineering and Knowledge Management. Ontologies and the Semantic Web, 2002

2001
Theoretical basis for hierarchical incremental knowledge acquisition.
Int. J. Hum. Comput. Stud., 2001

2000
Incremental acquisition of search knowledge.
Int. J. Hum. Comput. Stud., 2000

<i>Monitoring</i>Knowledge Acquisition Instead of <i>Evaluating</i> Knowledge Bases.
Proceedings of the Knowledge Acquisition, 2000

1999
Holism and Incremental Knowledge Acquisition.
Proceedings of the Knowledge Acquisition, Modeling and Management, 11th European Workshop, 1999

1998
Simultaneous Modelling and Knowledge Acquisition Using NRDR.
Proceedings of the PRICAI'98, 1998

1997
Acquisition of Search Knowledge.
Proceedings of the Knowledge Acquisition, Modeling and Management, 10th European Workshop, 1997

NRDR for the Acquisition of Search Knowledge.
Proceedings of the Advanced Topics in Artificial Intelligence, 1997


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