2007.10-present, Professor in Computing and Information Systems, Faculty of Science and Technology, Athabasca University
2016.01-2018.6, Associate Dean of Faculty of Graduate Studies, Athabasca University
2010.7-2015.12, Chair, School of Computing & Information Systems, Faculty of Science and Technology, Athabasca University
2013.4-present, Guest Researcher, Waseda University, Japan
2000.10-2007.10, Associate Professor, School of Computing and Information Systems, Athabasca University, Canada
2000.1-2000.9, Assistant Research Officer, Network Computing Group, Institute for Information Technology, National Research Council of Canada, Ottawa, Canada
1998.7-1999.12, Postdoctoral Fellow, Intelligent Systems Group, University of Calgary, Canada
1994.9-1998.5, PhD Student/Teaching Assistant/Research Assistant, Virtual Reality Lab, Dept of Industrial Engineering and Engineering Management, Hong Kong University of Science and Technology, HK, China
1982.7-1994.8, Teaching Assistant/ Lecturer/ Associate Professor/ Software Lab Director, Applied Mathematics Department, South China University of Technology, Guangzhou, China
My current research interests focus on Human-Computer Interaction (HCI) issues and AI technologies in Constructing Online Learning Environments which can provide rich and instant feedback to online learners, which can be classified into two categories:
the first is to build interactive simulation including Web-based or virtual reality based, to increase depth of knowledge or to provide access to labs. For example, my team has been developing Algorithm Visualization system (AlgoVis) to help students learn Data Structure and Algorithms.
the second is to build games to increase student engagement. A project we have been working on is building QuizMASter which is a quiz game similar to a TV game show, where a small group of contestants compete by answering questions presented by the game show host. Currently, we use English learning as the testbed to test proposed new methods or developed tools.
Also, I have been working on multiagent learning for online scheduling in manufacturing and transportation, in which nodes can be considered as autonomous agents making distributed decisions, called strategies, on how to use the shared resources. An agent learns from interactions with its environment including the other agents, which strategies to play in order to improve its own long-term reward.
Kalpesh Lad, Ali Dewan, Fuhua Lin, Trust Management for Multi-Agent Systems Using Smart Contracts, IEEE Pervasive Intelligence 2020.
M. Ali Akber Dewan, Walter Moreno Pachon, Fuhua Lin, A Review on Visualization of Educational Data in Online Learning, IMHE 2020 workshop which will be co-located with the Intelligent Tutoring Systems 2020 conference.
Farook Al-Shamali, Hongxin Yan, Sabine Graf and Fuhua Lin, Educational Data Mining and Personalized Support in Online Introductory Physics Courses, International Conference on Educational Data Mining 2020.
S. Dash, M. A. Akber Dewan, M. Murshed, F. Lin, M. Abdullah-Al-Wadud and A. Das, "A Two-Stage Algorithm for Engagement Detection in Online Learning," 2019 International Conference on Sustainable Technologies for Industry 4.0 (STI), Dhaka, Bangladesh, 2019, pp. 1-4, doi: 10.1109/STI47673.2019.9068054.
Mahbub Murshed, M. Ali Akber Dewan, Fuhua Lin, Dunwei Wen, “Engagement detection in e-learning environments using convolutional neural networks,” IEEE Cyber Science and Technology Congress, Fukuoka, Japan, August 2019.
Fuhua Lin, Ali Dewan, Volodymyr Voytenko, “Open interactive algorithm visualization” IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), Edmonton, Canada, May 5-8, 2019.
Ming Wu, Ali Dewan, Fuhua Lin, Mahbub Murshed, “Visualization of course discussion forums: a short review from online learning†perspective” IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), Edmonton, Canada, May 5-8, 2019.
Bo Wu, Qun Jin ; Xiaokang Zhou ; Wei Wang, Fuhua Lin, Leung H, (2013), Dynamically Identifying Roles in Social Media by Mapping Real World, Awareness Science and Technology and Ubi-Media Computing (iCAST-UMEDIA), 2013 International Joint Conference on, 2-4 Nov. 2013, 573 - 579, Aizuwakamatsu DOI: 10.1109/ICAwST.2013.6765505 Click here .
Fuhua Lin, Wu Chen, Designing a MAS for Course Offering Determination, 16th International Conference on Principles and Practice of Multi-agent Systems (PRIMA 2013), 1-6 December 2013, Dunedin, New Zealand. (accepted, full paper, acceptance rate 30%).
Leung, S., S. Virwaney, F. Lin, AJ Armstrong, Adien Dubbelboer, TSI-enhanced Pedagogical Agents to Engage Learners in Virtual Worlds", International Journal of Distance Education Technologies, 11(1), 2013. 1-13. PDF
Nincic, V., Chang, M., & Lin F., dMLRid ñ An XML-Based Proof-of-Concept Mobile DRM Framework for Sharing Learning Contents among Mobile Networks, International Journal of Information and Electronics Engineering, Vol. 3, No. 2, March 2013, 180-184. PDF
Shabani, S., F. Lin, and S. Graf, (2012), A Framework for User Modeling in QuizMASter. Journal of e-Learning and Knowledge Society, ISSN (online) 1971 - 8829 | ISSN (paper) Vol. 8, No. 3., pp.1826 - 6223. PDF
Lin, F., A. J. Armstrong, & A. Newcomb, A MAS Approach to Course Offering Determination, Proceeding of WI-IAT '12 Proceedings of the 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03, 331-336 PDF
Blair, Jeanne & F. Lin (2011). An Approach for Integrating 3D Virtual Worlds with Multiagent Systems, ISeRim workshop - IANA 2011 (March, 2011; Singapore)
Armstrong, AJ & F. Lin, (2010) Modelling and Personalizing Curriculum with Colored Petri Nets, ICCE 2010 (WIPP).
Nincic, V., M. Chang, & F. Lin (2010). dMLRid – An XML-based Proof-of-Concept Mobile DRM Framework for Sharing Learning Content among Mobile Network. 2010 International Conference on Information Security and Artificial Intelligence (ISAI 2010). Chengdu, China. Dec 17-19, 2010.
Y Liu, C Yang, Y Yang, F Lin, and X Du , (2009) Case Learning in CBR-Based Agent Systems for Ship Collision Avoidance, 12th International Conference on Principles of Practice in Multi-Agent Systems, Japan, Dec. 2009. (accepted)
F Lin, Kinshuk, & M Dutchuk, (2009). Multiagent architecture for incorporating adaptivity feature into 3D learning environments, The 6th International Workshop on Mobile and Ubiquitous Learning Environments (MULE 2009), Sept 8-12, 2009, Athabasca University, Canada, pp 33-35,
Mark Dutchuk, Khalid Aziz Muhammadi, Fuhua Lin (2009), QuizMASter - A Multi-Agent Game-Style Learning Activity, EduTainment 2009, Aug 2009, Banff, Canada, Learning by Doing, (eds.), M Chang, R. Kuo, Kinshuk, G-D Chen, M. Hirose, LNCS 5670, 263-272.
Deline, G., F. Lin, D. Wen, D. Gašević, & Kinshuk, (2009) A Case Study of Ontology-Driven Development of Intelligent Educational Systems, Special Issue on Intelligent and Adaptive Web-based Educational Systems. Int. J. of Web-Based Learning and Teaching Technologies, 4(1), 66-81, January-March 2009
Chang, M., Q. Tan, T-C Liu, F. Lin, Multi-agent Architecture based Location-aware Service Project for Ubiquitous Learning, workshop of workshop on Ubiquitous Learning Models for K-12, Higher Education, and Adult Education, ICCE 2008, October 27-31, 2008, Taipei, Taiwan.
S. Leung, F. Lin, D. Wen, Towards a Data-driven Ontology Engineering Framework, C1: AIED/ITS and Adaptive Learning, ICCE 2008, October 27-31, Taipei, Taiwan.
Wen, D.; Lin, F., (2008), Ways and Means of Employing AI Technology in E-Learning Systems, Advanced Learning Technologies, 2008. ICALT apos;08. Eighth IEEE International Conference on Volume, Issue, 1-5 July 2008 Page(s): 1005 - 1006
Graf, S., K. MacCallum, T-C Liu, M. Chang, D. Wen, Q. Tan, J. Dron, F. Lin, R. McGreal, & Kinshuk (2008), An Infrastructure for Developing Pervasive Learning, PerEL 2007, Hong Kong, China.
Ty Mey Eap, Dragan Gašević, Kinshuk, Fuhua (Oscar) Lin, (2008). Personalized Mobile Learning Content Delivery: a Learner Centric Approach, Int. J. Mobile Learning and Organisation, (Accepted)
K. Stauffer, F. Lin, and M. Koole (2008), A Methodology for Developing Learning Objects for Web Course Delivery, Journal of Distance Education Technologies, 6(3), 58-68, 2008. (ISSN 1539-3100)
Tzu-Chien Liu, Kinshuk, Ssu-Chin Wang, Yi-Chun Lin, Fuhua (Oscar) Lin, & Maiga Chang, (2007). The Effects of Students’ Cognitive Styles upon applying computer multimedia to change statistical misconceptions, e-Learn 2007, Canada. (Accepted)
Scutelnicu, A., F. Lin, Kinshuk, T-C Liu, S. Graf, & R. McGreal (2007), Integrating JADE Agents into Moodle, The first workshop on Intelligent and Adaptive Web-based Educational Systems, ICCE 2007, Hiroshima, Japan. Nov.5-9, 2007
Deline, G., F. Lin, D. Wen, D. Gašević, Kinshuk, Ontology-Driven Development of Intelligent Educational Systems, 2007 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, August 22-24, 2007. (Accepted)
Lin, F., Leung, S., Wen, D., Zhang, F., Kinshuk, & McGrael, R. (2007). E-Advisor: An Multi-agent System for Academic Advising, Workshop on Agent-Based Systems for Human Learning and Entertainment (ABSHLE) at Autonomous Agents and Multi-Agent Systems (AAMAS) 2007, May 15, 2007, Honolulu, Hawaii, USA.
Lin, F. & Wen, D. (2007). Ontologies in an Intelligent System for Academic Advising, The Global Chinese Conference on Computers in Education (GCCCE), May 26-30, 2007 Guangzhou, China. (Acceptance Rate: 25%)
Wen, D., Fan, Xo, & Lin, F. (2006). FORPM: Boosting Users' Effect on Ontology Matching, International Workshop on Ontology Matching (poster paper). Proceedings of the 5th International Semantic Web Conference ISWC-2006, Athens, Georgia, USA, 231-235.
Yang, C., Lin, H., & Lin, F. (2006). Designing Multiagent-based Education Systems for Navigation Training. Proceedings of the 5th IEEE International Conference on Cognitive Informatics (ICCI2006). Beijing, China. July 17-19, 2006. http://iit-iti.nrc-cnrc.gc.ca/iit-publications-iti/docs/NRC-48555.pdf
Lin, F., Zhang, F., & Wen, D. (2006). Developing MAS for Academic Advising, Proceedings of the 2nd International Workshop on Agent-based Systems for Human Learning, AAMAS 2006, Future University-Hakodate, Japan, 49-54
Lin, F., Leung, S., Wen, D., & Zhang, F. (2006). An Intelligent System for Academic Advising, Proceedings of the 10th Annual Global Chinese Conference on Computers in Education (GCCCE2006): Research and Practice on Information Technology in Education, Beijing, June 2006. (ISBN 7-900631-78-X), 101-115.
Wen, D., Xiong, J., Ally, M., & Lin, F. (2006). An SMS based knowledge querying system for mobile learning. mLearn 2006 - the 5th World Conference on Mobile Learning. Banff, Canada.
Lin, F., Li, Q., & Wen, D. (2005). Knowledge Modelling for developing program planning agents, Proceedings of International Conference of E-Business 2005, Hong Kong, Dec.6-9. 366-371.
Wen, D., Dickson, K., & Lin, F. (2005). Knowledge Modelling for Readiness Self-assessment, Proceedings of International Conference of E-Business 2005, Hong Kong, Dec.6-9. 340-345
Ally, M., Lin, F., McGreal, R., & Woo, B. (2005). An Intelligent Agent for Adapting and Delivering Electronic Course Materials to Mobile Learners, Proceedings of m-Learn 2005, H. van der Merwe & T. Brown (Eds.), Cape Town, South Africa, Oct. 25-28, 2005, 1-5
Lin, F., Ally, M., Leung, S., Li, Q., & McGreal, R. (2005). Towards Agent-Enhanced Web-Based Education Systems, CD-ROM for the proceedings of the 9th Global Chinese Society for Computers in Education, 2005, June 6-9, Hawaii, USA
Hogeboom, M., & Lin, F. (2005). Constructing Knowledge Bases for e-Learning Using Protégé 2000 and Web Services, Proceedings of the 19th International Conference on Advanced Information Networking and Applications (AINA), Taipei, Taiwan, March 28-30, 2005, 215-220, vol. 1 (ISBN ~ ISSN:1550-445X , 0-7695-2249-1)
Cao, Y., Lin, F., McGreal, R. Schafer, S., Friesen, N., Tin, T., Anderson, T., Kariel, D., Powell, B., & Anderson, M. (2004). Facilitating E-learning with a MARC to IEEE LOM Metadata Crosswalk Application. In Orchard, B., Yang, C., & Ali, M. (Eds.). Innovations in Applied Artificial Intelligence: 17th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2004, Ottawa, Canada, May 17-20, 2004. (ISBN: 3-540-22007-0), 739-748. (Acceptance Rate 52%)
Lin, F., & Poon, L. (2004). Agents for Maintaining On-line Learning Course Materials, Innovations in Applied Artificial Intelligence: 17th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2004, Ottawa, Canada, May 17-20, 2004. (ISBN: 3-540-22007-0), 848-856. (Acceptance Rate 52%)
Lin, F., Holt, P., Leung, S., Hogeboom, M., & Cao, Y. (2004). A Multi-Agent and Service-Oriented Architecture for Developing Integrated and Intelligent Web-based Education Systems, Proceedings for the Workshop on Applications of Semantic Web Technologies for Web-based ITS, Intelligent Tutoring Systems (ITS), 11-20.
Lin, F., & Lin, H., & Holt, P. (2003). A Method for Implementing Distributed Learning Environments, Proceedings of the
Shih, T. K., Antoni, G. D., Arndt, T., Asirvatham, A., Chang, C.-T., Chee, Y. S., Dow, C.-R., Jin, Q., Jung, I., Leong, H. V., Li, S.-T., Lin, F., Liu, J., Sala, N. & Wang, & Y.-H. (2003). A Survey of Distance Education: Challenges and Technologies. Journal of Distance Education Technologies, 1(1), 1-21, Jan-Mar 2003, 1-21 (ISSN: 1539-3100) (Acceptance rate: 50%)
Holt, P., Lin, F., Wang, H., & Pu, Q. (2003). A Learner-Centered Distributed Learning Environment. WSEAS Transactions on Communication (2-3), 271-276 (ISSN: 1109-2742). (EI)
International Conference of Information Resource Management Association. May 18-21, Philadelphia, Pennssylvania, USA, 484-487
Lin, F., Holt, P., Leung, S., Maton, C., & Holmberg, C. (2002). An Agent-Oriented Approach to Modeling Distributed Learning Systems, Proceedings of the sixth IASTED International Conference on Software Engineering and Applications (SEA 2002), Nov. 4-6, 2002, in Cambridge, USA, (ISBN: 0-88986-323-7), 124-129.
Yang, C., Lin, F., & Lin, H., (2002). Policy-based Privacy and Security Management for Collaborative E-Education Systems, Proceedings of the IASTED International Conference on Computers and Advanced Technology in Education (CATE 2002), (Eds.) Gustavo A. Santana Torrellas, Vladimir Uskov, May 20-22, 2002, Cancun, Mexico, ACTA Press, (ISBN: 0-88986-332-6), 501-505,
Holt, P., Pu, Q., Lin, F., & Wang, H., (2002). A Distributed Adaptive Learning Environment, Proceedings of Global Chinese Society for Computers in Education (GCCCE), Beijing China.
Lin, F., Ye, L., Duffy, V. G., & Su, C-J. (2002). Developing Virtual Environment for Industrial Training. Information Sciences, Special issue: Interactive virtual environments and distance education, 140 (1-2), 153-170 (ISSN: 0020-0255) (Impact factor of this journal 2005: 0.723, Journal Citation Reports® 2005, published by Thomson Scientific)
Shih, T. K., Chiu, C-F, Hsu, H-H, & Lin, F. (2002). An integrated framework for recommendation system in e-commerce. Industrial Management & Data Systems, 102(8 & 9), 417-431. (ISSN: 0263-5577)
Yang, C., Phan, S., Kuo, P., & Lin, F. (2001). Applying Collision Avoidance Expert System to Navigation Training Systems as an Intelligent Tutor, Proceedings of the 14th International Conference on Industry & Engineering Application of Artificial Intelligence & Expert System (IIEA/AIE), Budapest, Hungary. June 4-7, 2001. Lecture Notes In Computer Science; Vol. 2070, (ISBN: 3-540-42219-6), 941-947.
Lin, F., (2001). Modeling Online Instruction Knowledge for Virtual Training Systems using Petri Nets, Proceedings of IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, August 26-28, 2001, Victoria, B.C., Canada, Conference Proceedings, Volume I, (ISBN: 0-7803-7080-5), 212-215.
Lin, F., & Holt, P. (2001). Towards Agent-based Online Learning, Proceedings of the Fourth IASTED International Conference on Computer and Advanced Technology in Education (CATE 2001), June 27-29, 2001 Banff, Canada, Calvert, T., & Keenan, T. (Eds.), ACTA Press, (ISBN: 0-88986-289-3), 124-129
Lin, F., Holt, P., Korba, L., & Shih, T. K. (2001). A Framework for Developing Distance Learning systems, CD-ROM Proceedings of Conference on Advances in Infrastructure for Electronic Business, Science, and Education on the Internet. SSGRR 2001 L'Aquila, Italy, Aug 6-12, 2001, the abstract in The Book of Abstracts, (IBSN: 88-85280-61-7)
Lin, F. & Norrie, D. H. (2001). Schema-based conversation modeling for agent-oriented manufacturing systems. Computers in Industry, 46, 259-274 (ISSN: 0166-3615) (Impact factor of this journal 2005: 0.935, Journal Citation Reports® 2005, published by Thomson Scientific)
Holt, P., Lin, F., Stauffer, K., Jelica, G., & Shih, T. K. (2001). An Infrastructure for Developing Agents for Distance Education on the Internet. Journal of Computers, Special Issue on Distance Learning, 13(2), 77-92.
M. Maiga, Q. Tan, F. Lin, & T-C Liu, (2009), Multi-Agent Architecture and Location-Based Ubiquitous Learning Framework, in Book edited by Q. Li & T. K. Shih, Ubiquitous Multimedia Computing, CRC Press, 341-354.
Lin, F. (2004). Knowledge Modeling for Designing Learning Objects. In R. McGreal (Ed.), Online Education using Learning Objects (pp.314-330). London: Routledge/Falmer.
Esmahi, L., & Lin, F. (2004). A Multiagent Framework for an Adaptive E-earning System. In F. Lin (Ed.), Designing Distributed Learning Environments with Intelligent Software Agents (pp.218-241). Information Science Publishing.
Lin, F. (2002), Virtual Training Scenario Analysis Using Petri Nets. In T. K. Shih & P. P. Wang (Ed.), Intelligent Virtual World: Technologies and Applications in Distributed Virtual Environments (pp. 213-223). World Scientific Publishing Co.
Lin, F. (2001). Multimedia and Multi-stream Synchronization. In T. K. Shih (Ed.), Distributed Multimedia Databases: Techniques and Applications (pp. 245-260). Information Science Publishing.
Lin, F., Norrie, D. H., Shen, W., & Kremer, R. (2000). Schema-based Approach to Specifying Conversation Policies. In F. Dignum and M. Greaves (Eds.), Issues on Agent Communications, LNAI Vol.1916 (pp. 193-204). Springer-Verlag. (Acceptance rate: 60%) (Number of Google Scholar Citations: 19)
Su, C., Lin, F., Ye, L., Finney, C. M., & Duffy, V. G. (1997). Industrial training using virtual reality. In M.J. Smith, G. Salvendy, & R. J. Koubek (Eds.), Design of Computing Systems: Social and Ergonomic Considerations, Advances in Human Factors/Ergonomics 21B (pp.989-992). Elsevier.
McGreal, R., Anderson, T., Hubick, C., Lin, F., Sosteric, M., Tin, T., & Yasynska, O. (2005). Case Study: eduSource and the Athabasca University Digital Library Project, E-Learning Network News, 1(1). http://www.astd.org/astd/Publications/Newsletters/elearn_news/jan05_mcgreal.htm
Hogeboom, M., & Lin, F. (2004). Developing Domain Model Web Services For Agent-supported Distributed Learning Using PROTÉGÉ 2000, IEEE Technical Committee on Learning Technology (TCLT), Learning Technology newsletter, Kinshuk (Ed.), 6(2), 42-45. (ISSN: 1438-0625)
Lin, F. (2001). A Critique of Stephen Downes' Article, “Learning Objects”: A Chinese Perspective. International Review of Research in Open and Distance Learning. July, ISSN: 1492-3831, V2.1.