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., University of Queensland
2013 → 2017
Computer Science, Master, Nanjing University
2010 → 2013
Software Engineering, Bachelor, Nanjing University
2006 → 2010
Research area 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
Effective Patient Modelling to Support Decision Making in Discharge Planning
Wu, M., Buntine, W., Wang, T., Bingham, G., Skouteris, H. & Bain, C.
20/01/20 → 19/01/23
Project: Research
Reasoning under Uncertainty with Natural Language
Li, Y., Haffari, R., Chang, X., Wang, T. & Pan, S.
The Defence Science and Technology Group
4/12/19 → 30/06/20
Project: Research
Research Output
Cluster query: a new query pattern on temporal knowledge graph
Huang, J., Chen, W., Liu, A., Wang, W., Yin, H. & Zhao, L., 13 Feb 2020, In : World Wide Web. 23, 2, p. 755-779 25 p.Research output: Contribution to journal › Article › Research › peer-review
SGPM: a privacy protected approach of time-constrained graph pattern matching in cloud
Huang, J., Chen, W., Li, Z., Zhao, P., Wang, W., Yin, H. & Zhao, L., 3 Feb 2020, (Accepted/In press) In : World Wide Web-Internet and Web Information Systems. 29 p.Research output: Contribution to journal › Article › Research › peer-review
A spatio-temporal recommender system for on-demand cinemas
Xue, T., Jin, B., Li, B., Wang, W., Zhang, Q. & Tian, S., 2019, Proceedings of the 28th ACM International Conference on Information & Knowledge Management. Cui, P., Rundensteiner, E., Carmel, D., He, Q. & Xu Yu, J. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 1553-1562 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open Access
File
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
3
Citations
(Scopus)
Multi-hop path queries over knowledge graphs with neural memory networks
Wang, Q., Yin, H., Wang, W., Huang, Z., Guo, G. & Nguyen, Q. V. H., 2019, Database Systems for Advanced Applications: 24th International Conference, DASFAA 2019 Chiang Mai, Thailand, April 22–25, 2019 Proceedings, Part I. Li, G., Yang, J., Gama, J., Natwichai, J. & Tong, Y. (eds.). Cham Switzerland: Springer, p. 777-794 18 p. (Lecture Notes in Computer Science ; vol. 11446 ).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
1
Citation
(Scopus)
Activities
The 22nd Pacic-Asia Conference onKnowledge Discovery and Data Mining
Teresa Wang (Member of programme committee)2018
Activity: Participating in or organising an event types › Contribution to conference
Database Systems for Advanced Applications 2018 (Event)
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
Teresa Wang (Member of programme committee)2018
Activity: Participating in or organising an event types › Contribution to conference
IEEE International Conference on Data Engineering 2018 (Event)
Teresa Wang (Peer reviewer)2018
Activity: Publication peer-review and editorial work types › Peer review responsibility
Journal of Computer Science and Technology (Journal)
Teresa Wang (Peer reviewer)2018 → …
Activity: Publication peer-review and editorial work types › Peer review responsibility