• 2018 Citations
  • 25 h-Index

Research output per year

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Personal profile


Research interests: social network; data integration, data analytics; process analytics; service computing, trust in social media.


Education and Work Experience

Dr. Jian Yang is a full professor at Department of Computing, Macquarie University. She received her PhD in Data Integration  from The Australian National University in 1995. Before she joined Macquarie University, she worked as an associate professor at Tilburg University, Netherlands (2000-2003), a senior research scientist at the Division of Mathematical and Information Science, CSIRO, Australia (1998-2000), and as an assistant professor at Dept of Computer Science, The Australian Defence Force Academy, University of New South Wales (1993-1998).


Research and Services

Dr. Yang has published papers in the international journals and conferences such as IEEE transactions, Information Systems, Data & Knowledge Engineering, CACM, VLDB, ICDE, ICDCS, ICSOC, CAiSE, CoopIS, CIKM, etc. She is the member of steering committee of the prime international conference on service oriented computing (ICSOC). She has been general chair and program committee chair of several international conferences such as ICSOC. She has served as program committee member in various international conferences such as: ICDE, CAiSE,  ICSOC, ER, CoopIS, ICSOC, BPM, ICWS, SCC, WISE, etc. She is also a regular reviewer for journals such as IEEE Transactions on Knowledge & Data Engineering, Data & Knowledge Engineering, VLDB Journal, IEEE Internet Computing, etc.

Her research is supported by various sources: ARC Discovery, ARC Linkage, Australian Government, Data61 CSIRO CRP, and industry.

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What Can You Trust in the Large and Noisy Web?

Sheng, M., Yang, J., Zhang, W. & Dustdar, S.


Project: Research

Trust Evaluation and Spam Detection on Online Social Networks

Yang, J., Sheng, M., Wu, J., Collins, A., Nepal, S. & Paris, C.


Project: Other

A Large-Scale Distributed Experimental Facility for the Internet of Things

Sheng, M., Bouguettaya, A., Loke, S., Li, X., Liang, W., Benattalah, B., Ali Babar, M., Yang, J., Zomaya, A. Y., Wang, Y., Zhou, W., Yao, L., Taylor, K. & Bergmann, N.


Project: Research

Research Outputs

A survey of recent methods on deriving topics from Twitter: algorithm to evaluation

Nugroho, R., Paris, C., Nepal, S., Yang, J. & Zhao, W., Jul 2020, In : Knowledge and Information Systems. 62, 7, p. 2485-2519 35 p.

Research output: Contribution to journalArticle

  • Detecting the evolving community structure in dynamic social networks

    Liu, F., Wu, J., Xue, S., Zhou, C., Yang, J. & Sheng, Q., Mar 2020, In : World Wide Web. 23, 2, p. 715-733 19 p.

    Research output: Contribution to journalArticle

  • How does Economic Inequality Impact Consumer Well-Being: A Case in China

    Huang, Y., Meng, J., Chu, R. & Yang, J., 2020, (Accepted/In press) Transitioning Markets: Opportunities, Challenges & Future Trends: 45th Annual Conference of the Macromarketing Society. Bogoto, Columbia

    Research output: Chapter in Book/Report/Conference proceedingConference abstract

    personality2Vec: enabling the analysis of behavioral disorders in social networks

    Beheshti, A., Moraveji-Hashemi, V., Yakhchi, S., Motahari-Nezhad, H. R., Ghafari, S. M. & Yang, J., 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining. New York: Association for Computing Machinery, Inc, p. 825-828 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

  • 2 Citations (Scopus)

    ReInCre: enhancing collaborative filtering recommendations by incorporating user rating credibility

    Kermany, N. R., Zhao, W., Yang, J. & Wu, J., 2020, Web Information Systems Engineering: WISE 2019 Workshop, Demo, and Tutorial, Revised Selected Papers. U, L. H., Yang, J., Cai, Y., Karlapalem, K., Liu, A. & Huang, X. (eds.). Singapore: Springer, Springer Nature, p. 64-72 9 p. (Communications in Computer and Information Science; vol. 1155 CCIS).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution