Jian Ma

Orcid: 0000-0003-2644-5756

Affiliations:
  • City University of Hong Kong, Department of Information Systems, Hong Kong
  • University of New South Wales, School of Computer Science and Engineering, Australia (1991 - 1993)
  • Asia Institute of Technology, Department of Computer Science, Bangkok, Thailand (PhD 1991)


According to our database1, Jian Ma authored at least 140 papers between 1991 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A deep learning method for recommending university patents to industrial clusters by common technological needs mining.
Scientometrics, June, 2024

A Deep Patent Recommendation Method Based on Sequential Patents and Alliance Technical Influence Modeling.
Proceedings of the 28th Pacific Asia Conference on Information Systems, 2024

2023
A transfer learning approach to interdisciplinary document classification with keyword-based explanation.
Scientometrics, December, 2023

KSGAN: Knowledge-aware subgraph attention network for scholarly community recommendation.
Inf. Syst., October, 2023

Sequential patent trading recommendation using knowledge-aware attentional bidirectional long short-term memory network (KBiLSTM).
J. Inf. Sci., June, 2023

A Dual-view Attention Neural Network for Assigning Industrial Categories to Academic Patents.
Proceedings of the 27th Pacific Asia Conference on Information Systems, 2023

2022
Leveraging online behaviors for interpretable knowledge-aware patent recommendation.
Internet Res., 2022

A knowledge graph approach for recommending patents to companies.
Electron. Commer. Res., 2022

Leveraging Trust Relations to Improve Academic Patent Recommendation.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

2021
A personalized recommendation system for high-quality patent trading by leveraging hybrid patent analysis.
Scientometrics, 2021

2020
Analysis of topics, theories, and methods of information systems research in the past two decades: A knowledge graph approach.
Proceedings of the 24th Pacific Asia Conference on Information Systems, 2020

2019
Attention Matters: An Exploration of Relationship Between Google Search Behaviors and Crude Oil Prices.
J. Syst. Sci. Complex., 2019

Recommendation Mechanism for Patent Trading Empowered by Heterogeneous Information Networks.
Int. J. Electron. Commer., 2019

A social recommendation system for academic collaboration in undergraduate research.
Expert Syst. J. Knowl. Eng., 2019

Scholar-friend recommendation in online academic communities: An approach based on heterogeneous network.
Decis. Support Syst., 2019

Heterogeneous Network-based Group Recommendation Method for Scientific Social Network.
Proceedings of the 23rd Pacific Asia Conference on Information Systems, 2019

Introduction to the Minitrack on Decision Support for Smart Cities.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

2018
A hybrid approach for article recommendation in research social networks.
J. Inf. Sci., 2018

FCE-SVM: a new cluster based ensemble method for opinion mining from social media.
Inf. Syst. E Bus. Manag., 2018

An improved SMO algorithm for financial credit risk assessment - Evidence from China's banking.
Neurocomputing, 2018

Academic Social Network-Based Recommendation Approach for Knowledge Sharing.
Data Base, 2018

Enhancing group recommendation by knowledge graph.
Proceedings of the 22nd Pacific Asia Conference on Information Systems, 2018

Scholar-Friend Recommendation in Online Academic Communities: Approach based on Heterogeneous Network.
Proceedings of the International Conference on Information Systems, 2018

A Novel Personalized Academic Knowledge Sharing System in Online Social Network.
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

2017
Establishing interoperability among knowledge organization systems for research management: a social network approach.
Scientometrics, 2017

A context-aware researcher recommendation system for university-industry collaboration on R&D projects.
Decis. Support Syst., 2017

Leveraging Heterogeneous Information Network for Community Recommendation.
Proceedings of the International Conference on Information Systems, 2017

Introduction to Decision Support for Smart City and Digital Services Minitrack.
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

Connecting Researchers with Companies for University-Industry Collaboration.
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

2016
A social voting approach for scientific domain vocabularies construction.
Scientometrics, 2016

An entropy-based clustering ensemble method to support resource allocation in business process management.
Knowl. Inf. Syst., 2016

A personalized information recommendation system for R&D project opportunity finding in big data contexts.
J. Netw. Comput. Appl., 2016

An intelligent decision support approach for reviewer assignment in R&D project selection.
Comput. Ind., 2016

A research analytics framework-supported recommendation approach for supervisor selection.
Br. J. Educ. Technol., 2016

A Topic Sensitive SimRank (Tssr) Model for Experts Finding on Online Research Social Platforms.
Proceedings of the 20th Pacific Asia Conference on Information Systems, 2016

Understanding researchers' Meta-Knowledge Contribution Behavior in Research Social Network: a Social Capital Perspective.
Proceedings of the 20th Pacific Asia Conference on Information Systems, 2016

A Personality Matching-Aided Approach for Supervisor Recommendation (Research-in-Progress).
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

Introduction to the Decision Support for Smart City and E-Society Services Minitrack.
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

2015
A multi-faceted method for science classification schemes (SCSs) mapping in networking scientific resources.
Scientometrics, 2015

A profile-boosted research analytics framework to recommend journals for manuscripts.
J. Assoc. Inf. Sci. Technol., 2015

A MIDAS modelling framework for Chinese inflation index forecast incorporating Google search data.
Electron. Commer. Res. Appl., 2015

A Multilevel Information Mining Approach for Expert Recommendation in Online Scientific Communities.
Comput. J., 2015

Supporting Undergraduate Research: Recommending Personalized Research Projects to Undergraduates.
Proceedings of the 19th Pacific Asia Conference on Information Systems, 2015

Scientific Collaborator Recommendation in Heterogeneous Bibliographic Networks.
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015

2014
Process Analytics Approach for R&D Project Selection.
ACM Trans. Manag. Inf. Syst., 2014

How Does Public Attention Influence Natural Gas Price?: New Evidence with Google Search Data.
Int. J. Knowl. Syst. Sci., 2014

An improved boosting based on feature selection for corporate bankruptcy prediction.
Expert Syst. Appl., 2014

Sentiment classification: The contribution of ensemble learning.
Decis. Support Syst., 2014

Leveraging Content and Connections for Scientific Article Recommendation in Social Computing Contexts.
Comput. J., 2014

Online Social Network as a Powerful Tool to Identify Experts for Emergency Management.
Proceedings of the Web-Age Information Management, 2014

A Weighted Topic Model Enhanced Approach for complementary Collaborator Recommendation.
Proceedings of the 18th Pacific Asia Conference on Information Systems, 2014

Understanding Users' Satisfaction with Social Learning Network.
Proceedings of the 18th Pacific Asia Conference on Information Systems, 2014

Fuzzy Classification Scheme Mapping For Decision Making.
Proceedings of the International Conference on Information Systems, 2014

2013
A vague set based decision support approach for evaluating research funding programs.
Eur. J. Oper. Res., 2013

A social network-empowered research analytics framework for project selection.
Decis. Support Syst., 2013

A local social network approach for research management.
Decis. Support Syst., 2013

Finding an expert: a model recommendation system.
Proceedings of the International Conference on Information Systems, 2013

An Ontology Based Frequent Itemset Method to Support Research Proposal Grouping for Research Project Selection.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

A Novel Approach for Personalized Article Recommendation in Online Scientific Communities.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

2012
An Ontology-Based Text-Mining Method to Cluster Proposals for Research Project Selection.
IEEE Trans. Syst. Man Cybern. Part A, 2012

Two credit scoring models based on dual strategy ensemble trees.
Knowl. Based Syst., 2012

A hybrid ensemble approach for enterprise credit risk assessment based on Support Vector Machine.
Expert Syst. Appl., 2012

Rough set and scatter search metaheuristic based feature selection for credit scoring.
Expert Syst. Appl., 2012

Combining social network and semantic concept analysis for personalized academic researcher recommendation.
Decis. Support Syst., 2012

Modeling Researchers' Characteristics For The Formation Of Research Team.
Proceedings of the 16th Pacific Asia Conference on Information Systems, 2012

An Integrated Decision Support Model to Assess Reviewers for Research Project Selection.
Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012

2011
Toward a semantic granularity model for domain-specific information retrieval.
ACM Trans. Inf. Syst., 2011

Study of corporate credit risk prediction based on integrating boosting and random subspace.
Expert Syst. Appl., 2011

A comparative assessment of ensemble learning for credit scoring.
Expert Syst. Appl., 2011

An integrated method for collaborative R&D project selection: Supporting innovative research teams.
Expert Syst. Appl., 2011

A hybrid grouping genetic algorithm for reviewer group construction problem.
Expert Syst. Appl., 2011

2010
IS-Supported Managerial Control for China's Research Community: An Agency Theory Perspective.
J. Glob. Inf. Manag., 2010

A decision support approach for assigning reviewers to proposals.
Expert Syst. Appl., 2010

A new approach to intrusion detection using Artificial Neural Networks and fuzzy clustering.
Expert Syst. Appl., 2010

A multilingual ontology framework for R&D project management systems.
Expert Syst. Appl., 2010

Vague soft sets and their properties.
Comput. Math. Appl., 2010

A Personalized Researcher Recommendation Approach in Academic Contexts: Combining Social Networks and Semantic Concepts Analysis.
Proceedings of the Pacific Asia Conference on Information Systems, 2010

A neural netwok based approach to detect influenza epidemics using search engine query data.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Network Based Approach for Discovering Academic Researchers with Shared Interests.
Proceedings of the International Conference on E-Business and E-Government, 2010

2009
Decision support for proposal grouping: A hybrid approach using knowledge rule and genetic algorithm.
Expert Syst. Appl., 2009

Using Social Network Analysis as a Strategy for E-Commerce Recommendation.
Proceedings of the Pacific Asia Conference on Information Systems, 2009

Automatic Domain Ontology Extraction for Context-Sensitive Opinion Mining.
Proceedings of the International Conference on Information Systems, 2009

On an Ant Colony-Based Approach for Business Fraud Detection.
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2009

Analysis of Joint Provision of Public Goods in Online Communities.
Proceedings of the 42st Hawaii International International Conference on Systems Science (HICSS-42 2009), 2009

2008
A Group Decision Support Approach to Evaluate Experts for R&D Project Selection.
IEEE Trans. Engineering Management, 2008

A method for group decision making with multi-granularity linguistic assessment information.
Inf. Sci., 2008

A hybrid knowledge and model approach for reviewer assignment.
Expert Syst. Appl., 2008

IS-Supported Innovation for China's Research Community.
Proceedings of the 16th European Conference on Information Systems, 2008

2006
An optimization approach to multiperson decision making based on different formats of preference information.
IEEE Trans. Syst. Man Cybern. Part A, 2006

A method for repairing the inconsistency of fuzzy preference relations.
Fuzzy Sets Syst., 2006

A goal programming approach to group decision making based on multiplicative preference relations and fuzzy preference relations.
Eur. J. Oper. Res., 2006

2005
An organizational decision support system for effective R&D project selection.
Decis. Support Syst., 2005

Evaluating the Knowledge Management Capability of Organizations through a Fuzzy Linguistic Approach.
Proceedings of the Pacific Asia Conference on Information Systems, 2005

A Web Services Approach to Model Management in DSS.
Proceedings of the Pacific Asia Conference on Information Systems, 2005

2004
A group decision support approach to evaluating journals.
Inf. Manag., 2004

E-Document Management Based on Web services and XML.
Commun. Assoc. Inf. Syst., 2004

A Fuzzy Description Logic Approach to Model Management in R&D Project Selection.
Proceedings of the Pacific Asia Conference on Information Systems, 2004

A Distributed Web Service-based Infrastructure for E-Document Management.
Proceedings of the Pacific Asia Conference on Information Systems, 2004

2003
Effects of Group Support Systems and Content Facilitation on Knowledge Acquisition.
J. Manag. Inf. Syst., 2003

A statistical approach to multiple-attribute decision-making with interval numbers.
Int. J. Syst. Sci., 2003

Multiple attribute decision making: approach integrating subjective and objective information.
Int. J. Manuf. Technol. Manag., 2003

An approach to H[infin] control of fuzzy dynamic systems.
Fuzzy Sets Syst., 2003

2002
Improving group decision making: a fuzzy GSS approach.
IEEE Trans. Syst. Man Cybern. Part C, 2002

A fuzzy set approach to the evaluation of journal grades.
Fuzzy Sets Syst., 2002

An approach to multiple attribute decision making based on fuzzy preference information on alternatives.
Fuzzy Sets Syst., 2002

A hybrid knowledge and model system for R&D project selection.
Expert Syst. Appl., 2002

An Organizational Decision Support Approach to R&D Project Selection.
Proceedings of the 35th Hawaii International Conference on System Sciences (HICSS-35 2002), 2002

2001
Existence and construction of weight-set for satisfying preference orders of alternatives based on additive multi-attribute value model.
IEEE Trans. Syst. Man Cybern. Part A, 2001

Journal quality assessment: an integrated subjective and objective approach.
IEEE Trans. Engineering Management, 2001

Fuzzy control approach to a class of continuous time nonlinear systems.
J. Intell. Fuzzy Syst., 2001

Collaborative assessment in education: an application of a fuzzy GSS.
Inf. Manag., 2001

k-p-Infix codes and semaphore codes.
Discret. Appl. Math., 2001

An Approach to Multiple Attribute Decision Making Based on Three Preference Information on Alternatives.
Proceedings of the Fifth Pacific Asia Conference on Information Systems, 2001

An Approach to Multiple Attribute Decision Making based on Preference Information on Alternatives.
Proceedings of the 34th Annual Hawaii International Conference on System Sciences (HICSS-34), 2001

2000
Dynamic output feedback controller design for fuzzy systems.
IEEE Trans. Syst. Man Cybern. Part B, 2000

Fuzzy set approach to the assessment of student-centered learning.
IEEE Trans. Educ., 2000

A compromise weight for multi-criteria group decision making with individual preference.
J. Oper. Res. Soc., 2000

Global optimization by Darwin and Boltzmann mixed strategy.
Comput. Oper. Res., 2000

Internet EDI Implementation to Support Multiple Document Standards for R&D Project Management.
Proceedings of the WISE 2000, 2000

Integrating object-oriented analysis with action logic for model building.
Proceedings of the IEEE International Conference on Systems, 2000

A Methodology for Evaluating Grades of Journals: A Fuzzy Set-based Group Decision Support System.
Proceedings of the 33rd Annual Hawaii International Conference on System Sciences (HICSS-33), 2000

Effect of GSS and Facilitation on Knowledge Restructuring.
Proceedings of the 33rd Annual Hawaii International Conference on System Sciences (HICSS-33), 2000

1999
Application of the simulated annealing algorithm to the combinatorial optimisation problem with permutation property: An investigation of generation mechanism.
Eur. J. Oper. Res., 1999

A subjective and objective integrated approach to determine attribute weights.
Eur. J. Oper. Res., 1999

Use of a group support system for collaborative assessment.
Comput. Educ., 1999

Fuzzy Group Decision Support System for Project Assessment.
Proceedings of the 32nd Annual Hawaii International Conference on System Sciences (HICSS-32), 1999

An Approach to Multiple Attribute Decision Making based on Incomplete Information on Alternatives.
Proceedings of the 32nd Annual Hawaii International Conference on System Sciences (HICSS-32), 1999

1998
An adaptive fuzzy neural network for MIMO system model approximation in high-dimensional spaces.
IEEE Trans. Syst. Man Cybern. Part B, 1998

Non-linear integer programming by Darwin and Boltzmann mixed strategy.
Eur. J. Oper. Res., 1998

1997
Structure of 3-Infix-Outfix Maximal Codes.
Theor. Comput. Sci., 1997

Quadratic Stabilization of Fuzzy Control Systems Using Output Feedback.
J. Intell. Fuzzy Syst., 1997

Abstraction and analogy in cognitive space: A software process model.
Inf. Softw. Technol., 1997

An algorithm for the chinese remainder problem.
Int. J. Comput. Math., 1997

Type and inheritance theory for model management.
Decis. Support Syst., 1997

Universal neural network controllers.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997

1995
An object-oriented framework for model management.
Decis. Support Syst., 1995

1993
A Class Library Management System for Object-Oriented Programming.
Proceedings of the 1993 ACM/SIGAPP Symposium on Applied Computing: States of the Art and Practice, 1993

Object-Oriented Design of Model Management Systems.
Proceedings of the First Pacific Asia Conference on Information Systems, 1993

1992
A Practical Approach to Class Library Management Using a Relational DBMS.
Proceedings of the TOOLS 1992: 6th International Conference on Technology of Object-Oriented Languages and Systems, 1992

1991
An Object-Oriented Approach to Model Management.
Proceedings of the Advanced Information Systems Engineering, 1991


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