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

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

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., 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 proceedingConference PaperResearchpeer-review

Streaming ranking based recommender systems

Wang, W., Yin, H., Huang, Z., Wang, Q., Du, X. & Nguyen, Q. V. H., 2018, SIGIR ’18: The 41st International ACM SIGIR Conference on Research and Development in Information Retrieval: July 8–12, 2018, Ann Arbor, MI, USA. D. Davison, B., Yilmaz, E. & Liu, Y. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 525-534 10 p.

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 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

Australasian Database Conference 2018

Weiqing Wang (Invited speaker)
2018

Activity: Participating in or organising an event typesContribution to workshop, seminar, course

International Conference on Data Mining 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