20122019
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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., The University of Queensland

20132017

Computer Science, Master, Nanjing University

20102013

Software Engineering, Bachelor, Nanjing University

20062010

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

DTA: Dynamic Tolling Algorithm

Webb, G. I. B., Wang, W. & Yun, C.

Transurban Ltd

30/11/188/02/19

Project: Research

Research Output 2012 2018

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 journalArticleResearchpeer-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 proceedingConference PaperResearchpeer-review

Restricted boltzmann machine based active learning for sparse recommendation

Wang, W., Yin, H., Huang, Z., Sun, X. & Hung, N. Q. V., 1 Jan 2018, Database Systems for Advanced Applications - 23rd International Conference, DASFAA 2018, Proceedings. Springer-Verlag, p. 100-115 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10827 LNCS).

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

Streaming ranking based recommender systems

Wang, W., Yin, H., Huang, Z., Wang, Q., Du, X. & Nguyen, Q. V. H., 27 Jun 2018, 41st International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2018. Association for Computing Machinery (ACM), p. 525-534 10 p.

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

An empirical study on user-topic rating based collaborative filtering methods

He, T., Chen, Z., Liu, J., Zhou, X., Du, X. & Wang, W., 1 Jul 2017, In : World Wide Web. 20, 4, p. 815-829 15 p.

Research output: Contribution to journalArticleResearchpeer-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

The 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (Event)

Teresa Wang (Peer reviewer)
2018

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

The 3rd International Conference on Big Data Computing and Communications (Event)

Teresa Wang (Peer reviewer)
2018

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

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 (Event)

Teresa Wang (Peer reviewer)
2018

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