Projects per year
Personal profile
Biography
Research Interests: recommender systems, fake news detection and mitigation, data analytics and prediction, social networks, trust management
Education and Work Experience: Dr. Yan Wang is currently a Full Professor in the School of Computing, Macquarie University, Australia. He received his PhD from Harbin Institute of Technology (HIT), China. Prior to joining Macquarie University in 2003, he was a Postdoctoral Fellow/Research Fellow in the Department of Computer Science, School of Computing, National University of Singapore (NUS). He has published a number of research papers in international conferences including AAAI, AAMAS, ICDE, IJCAI, KDD, NeurIPS, WWW, and journals including CSUR, TIST, TKDE, TOIS, TSC and TWEB. His research interests cover recommender systems, fake news detection and mitigation, data analytics and prediction, social networks, trust management.
Services:
Dr. Yan Wang has served on the editorial board of IEEE Transactions on Services Computing (TSC) by IEEE, Service-Oriented Computing & Applications (SOCA) by Springer (2011-2018), Human-centric Computing and Information Sciences (HCIS) by Springer, and Frontiers in Big Data by Frontiers. He also served as a guest co-editor of a special track on trusted computing of IEEE Access in 2017, and a special track on e-commerce of IEEE Internet Computing in 2008. Dr. Yan Wang has served as a General co-Chair of IEEE ATC2013, IEEE ATC2014, IEEE MS2015, IEEE ICWS2016 and IEEE CLOUD2017, AWC2018 and AWC2019, a Program co-Chair of IEEE SCC 2011, ATC 2011, IEEE MS2014, IEEE SCC2018, IEEE SOSE2018, IEEE SCC2019, and a Local Organisation Chair of IEEE DSAA2020.
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Collaborations and top research areas from the last five years
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Head Agreement (Griffith led): Solving Plastic Waste CRC
Chen, C. (Chief Investigator), Gu, T. (Primary Chief Investigator), Singh, A. (Chief Investigator), Sheng, M. (Chief Investigator), Yang, J. (Chief Investigator), Beheshti, A. (Chief Investigator), Wang, Y. (Chief Investigator), Asadnia, M. (Chief Investigator), Bishop, M. (Chief Investigator), Cain, A. (Chief Investigator), Feih, S. (Chief Investigator), Naebe, M. (Chief Investigator), Giurco, D. (Chief Investigator) & Ball, A. (Chief Investigator)
15/09/24 → 15/09/34
Project: Research
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DP230100676: Trust-Oriented Data Analytics in Online Social Networks
Wang, Y. (Primary Chief Investigator), Orgun, M. (Chief Investigator), Liu, G. (Chief Investigator) & Tan, K. L. (Partner Investigator)
9/01/23 → 31/12/26
Project: Research
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A Personalized Social Network Based Location Search and Recommender System
Yang, J. (Primary Chief Investigator), Orgun, M. (Chief Investigator), Wang, Y. (Chief Investigator), Air, M. (Partner Investigator), Eichhorn, B. (Partner Investigator) & Rej, T. (Partner Investigator)
1/05/13 → …
Project: Research
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Combating Fake News on Social Media: From Early Detection to Intervention
Zhang, X. (Primary Chief Investigator), Wang, Y. (Chief Investigator) & Liu, H. (Partner Investigator)
1/09/20 → 31/08/23
Project: Research
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A Large-Scale Distributed Experimental Facility for the Internet of Things
Sheng, M. (Primary Chief Investigator), Bouguettaya, A. (Chief Investigator), Loke, S. (Chief Investigator), Li, X. (Chief Investigator), Liang, W. (Chief Investigator), Benattalah, B. (Chief Investigator), Ali Babar, M. (Primary Chief Investigator), Yang, J. (Chief Investigator), Zomaya, A. Y. (Chief Investigator), Wang, Y. (Chief Investigator), Zhou, W. (Chief Investigator), Yao, L. (Chief Investigator), Taylor, K. (Chief Investigator) & Bergmann, N. (Chief Investigator)
1/01/18 → 31/12/20
Project: Research
Research Outputs
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Agentic Service-Oriented Computing: a manifesto for the next frontier of Service-Oriented Computing
Beheshti, A., Chang, R. N., Benatallah, B., Casati, F., Dustdar, S., Fox, G., Sheng, Q. Z., Wang, Y., Yang, J. & Zomaya, A., 2026, 2026 IEEE International Conference on Web Services IEEE ICWS 2026: proceedings. Chang, R. N., Chang, C. K., Sheng, M., Xu, X., Benatallah, B., Wang, Z., Atukorala, N., Liu, M., Yongchareon, S., Beheshti, A., Li, X., Gaaloul, W., Lu, Z., Wu, J., Shaw, A., Shu, Y., Wider, A., Zhang, W., Liu, C., He, P., Mahmood, A. & Wang, S. (eds.). Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 1291-1303 13 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
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Efficient computation of k representative regret minimization G-Skyline groups
Wang, K., Han, X., Wan, X. & Wang, Y., 2026, Database Systems for Advanced Applications: 30th International Conference, DASFAA 2025, Singapore, Singapore, May 26-29, 2025, proceedings, part IV. Zhu, F., Yu, P. S., Nadamoto, A., Lim, E.-P., Shim, K., Ding, W. & Zhang, B. (eds.). Singapore: Springer, Springer Nature, p. 189-200 12 p. (Lecture Notes in Computer Science; vol. 15989).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
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Exploring causal relationships across shale gas wells: Granger Causality-based Temporal Production Prediction
Yang, R., Zhu, J., Ding, P. & Wang, Y., 2026, Advanced Data Mining and Applications: 21st International Conference, ADMA 2025, Kyoto, Japan, October 22–24, 2025, proceedings, part I. Yoshikawa, M., Meng, X., Cao, Y., Xiao, C., Chen, W. & Wang, Y. (eds.). Singapore: Springer, Springer Nature, p. 3-19 17 p. (Lecture Notes in Computer Science; vol. 16197).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
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Intent-based trust evaluation
Xu, R., Liu, G., Wang, Y., Zhang, X., Zheng, K. & Zhou, X., Jan 2026, In: IEEE Transactions on Knowledge and Data Engineering. 38, 1, p. 399-413 15 p.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Citation (Scopus) -
MARCH: Multi-Teacher Contrastive Hypergraph Distillation
Xu, R., Qiu, Z., Ding, P., Wu, J., Wang, Y., Beheshti, A. & Liu, G., 2026, WWW '26: proceedings of the ACM Web Conference 2026. New York, US: Association for Computing Machinery, p. 3917-3928 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
Open AccessFile2 Downloads (Pure)
Prizes
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Best Paper Award, A Heuristic Algorithm for Trust-Oriented Service Provider Selection in Complex Social Networks, The 7th IEEE International Conference on Services Computing (IEEE SCC2010) (research track, acceptance rate: 29/165 =18%), July 5-10, 2010, Miami, Florida, USA
Liu, G. (Recipient), Wang, Y. (Recipient), Orgun, M. (Recipient) & Lim, E.-P. (Recipient), 2010
Prize
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Best Paper Award, Efficient Contextual Transaction Trust Computation in E-Commerce Environments, 11th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom-2012) (acceptance rate: 100/358 = 28%), 25-27 June 2012, Liverpool, UK
Zhang, H. (Recipient), Wang, Y. (Recipient) & Zhang, X. (Recipient), 2012
Prize
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Best Paper Award, UPDATE: Mining User-News Engagement Patterns for Dual-Target Cross-Domain Fake News Detection, Special Session on Private, Secure, and Trust Data Analytics (PSTDA2024), The 11th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2024), San Diego, CA, United States, 6-10 October, 2024
Yang, X. (Recipient), Wang, Y. (Recipient), Zhang, X. (Recipient), Wang, S. (Recipient), Wang, H. (Recipient) & Lam, K. Y. (Recipient), 2024
Prize
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Best Student Paper Award, A Dispute Arbitration Protocol Based on a Peer-to-Peer Service Contract Management Scheme, 23rd IEEE International Conference on Web Services (IEEE ICWS2016, research track, acceptance rate 14%), June 27-July 2, 2016, San Francisco, USA
Zou, J. (Recipient), Wang, Y. (Recipient) & Orgun, M. (Recipient), 2016
Prize
Activities
- 2 Presentation
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Next-Generation Recommender Systems and Their Advanced Applications
Wang, S. (Speaker), Hu, L. (Speaker), Wang, Y. (Speaker), Sheng, M. (Speaker), Orgun, M. (Speaker) & Cao, L. (Speaker)
8 Jan 2021Activity: Talk or presentation › Presentation
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Towards Ubiquitous Recommender Systems: Data, Approaches, and Applications
Wang, S. (Speaker), Hu, L. (Speaker), Wang, Y. (Speaker), Sheng, M. (Speaker), Orgun, M. A. (Speaker) & Cao, L. (Speaker)
3 Feb 2021Activity: Talk or presentation › Presentation