20122023

Research output per year

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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

20132017

Computer Science, Master, Nanjing University

20102013

Software Engineering, Bachelor, Nanjing University

20062010

Research area keywords

  • recommender system
  • Spatio-Temporal Data Analysis
  • graph mining
  • user modeling
  • user profiling
  • graph embedding

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Projects

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 journalArticleResearchpeer-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 journalArticleResearchpeer-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 proceedingConference PaperResearchpeer-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 journalArticleResearchpeer-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 proceedingConference PaperResearchpeer-review

1 Citation (Scopus)

Activities

  • 13 Peer review responsibility
  • 3 Contribution to conference
  • 1 Contribution to workshop, seminar, course
  • 1 Peer review panel or committee

The 22nd Pacic-Asia Conference onKnowledge Discovery and Data Mining

Teresa Wang (Member of programme committee)
2018

Activity: Participating in or organising an event typesContribution to conference

Database Systems for Advanced Applications 2018 (Event)

Teresa Wang (Peer reviewer)
2018

Activity: Publication peer-review and editorial work typesPeer 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 typesContribution to conference

IEEE International Conference on Data Engineering 2018 (Event)

Teresa Wang (Peer reviewer)
2018

Activity: Publication peer-review and editorial work typesPeer review responsibility

Journal of Computer Science and Technology (Journal)

Teresa Wang (Peer reviewer)
2018 → …

Activity: Publication peer-review and editorial work typesPeer review responsibility