Projects per year
Personal profile
Biography
Dr. Weiqing Wang is currently a lecturer in data science with Faculty of Information Technology, Monash University. She previously worked as a post-doctoral research fellow at Data and Knowledge Engineering (DKE) Group, the University of Queensland, where she also obtained her Ph.D. degree. She obtained both her bachelor degree in Software Engineering and master degree in Computer Science from Nanjing University.
Research interests
Dr. Weiqing Wang's current main research interests include user behaviour modeling, user profiling, recommender system, especially spatial-temporal recommendation, heterogeneous network modeling and integration, network embedding and graph mining.
Monash teaching commitment
Dr. Weiqing Wang has experience as the Lecturer for the following unit in the Faculty of IT:
- FIT5201 Data Analysis Algorithms
Education/Academic qualification
Computer Science, Ph.D., The University of Queensland
2013 → 2017
Computer Science, Master, Nanjing University
2010 → 2013
Software Engineering, Bachelor, Nanjing University
2006 → 2010
Keywords
- recommender system
- Spatio-Temporal Data Analysis
- graph mining
- user modeling
- user profiling
- graph embedding
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Projects 2018 2019
- 1 Finished
Research Output 2012 2019
Exploiting combination effect for unsupervised feature selection by ϑ2,0 norm
Du, X., Nie, F., Wang, W., Yang, Y. & Zhou, X., Jan 2019, In : IEEE Transactions on Neural Networks and Learning Systems. 30, 1, p. 201-214 14 p.Research output: Contribution to journal › Article › Research › peer-review
Effective and efficient user account linkage across location based social networks
Chen, W., Yin, H., Wang, W., Zhao, L. & Zhou, X., 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018: 16–19 April 2018 Paris, France. K. Chrysanthis, P., Dittrich, J. & Chin Ooi, B. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1085-1096 12 p. 8509322Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Mobi-SAGE-RS: A sparse additive generative model-based mobile application recommender system
Yin, H., Wang, W., Chen, L., Du, X., Hung Nguyen, Q. V. & Huang, Z., 1 Oct 2018, In : Knowledge-Based Systems. 157, p. 68-80 13 p.Research output: Contribution to journal › Article › Research › peer-review
PME: projected metric embedding on heterogeneous networks for link prediction
Chen, H., Wang, H., Yin, H., Nguyen, Q. V. H., Wang, W. & Li, X., 19 Jul 2018, KDD' 18 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Lin, C-J. & Xiong, H. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 1177-1186 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Restricted Boltzmann Machine based active learning for sparse recommendation
Wang, W., Yin, H., Huang, Z., Sun, X. & Hung, N. Q. V., 2018, Database Systems for Advanced Applications : 23rd International Conference, DASFAA 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings, Part I. Pei, J., Manolopoulos, Y., Sadiq, S. & Li, J. (eds.). Cham Switzerland : Springer, p. 100-115 16 p. (Lecture Notes in Computer Science ; vol. 10827 ).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Activities 2017 2018
ACM International Conference on Research and Development in Information Retrieval 2018
Teresa Wang (Member of programme committee)2018
Activity: Participating in or organising an event types › Contribution to conference
International Conference on Data Mining 2018 (Event)
Teresa Wang (Peer reviewer)2018
Activity: Publication peer-review and editorial work types › Peer review responsibility
Database Systems for Advanced Applications 2018 (Event)
Teresa Wang (Peer reviewer)2018
Activity: Publication peer-review and editorial work types › Peer review responsibility
Knowledge and Information Systems (Journal)
Teresa Wang (Peer reviewer)2018 → …
Activity: Publication peer-review and editorial work types › Peer review responsibility
ACM International Conference on Research and Development in Information Retrieval 2018 (Event)
Teresa Wang (Peer reviewer)2018
Activity: Publication peer-review and editorial work types › Peer review responsibility