20122023
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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

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2018 2023

DTA: Dynamic Tolling Algorithm

Webb, G., Wang, T. & Yun, C.

Transurban Ltd

30/11/188/02/19

Project: Research

Research Output 2012 2019

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
2 Citations (Scopus)

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

1 Citation (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

Online user representation learning across heterogeneous social networks

Wang, W., Yin, H., Du, X., Hua, W., Li, Y. & Nguyen, Q. V. H., 2019, Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval. Maarek, Y., Nie, J-Y. & Scholer, F. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 545-554 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

5 Citations (Scopus)

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. 8509322

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Activities 2017 2018

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

The 8th IEEE International Conference on Big Data and Cloud Computing

Teresa Wang (Chair/ Co-Chair)
2018

Activity: External Academic EngagementPeer review panel or committee

Database Systems for Advanced Applications 2018 (Event)

Teresa Wang (Peer reviewer)
2018

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

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

Knowledge and Information Systems (Journal)

Teresa Wang (Peer reviewer)
2018 → …

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