• 1972 Citations
  • 25 h-Index
19972021
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Personal profile

Biography

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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Web services Engineering & Materials Science
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Business Process Mathematics
Chemical analysis Engineering & Materials Science
Quality of service Engineering & Materials Science
Web Service Composition Mathematics
Data warehouses Engineering & Materials Science

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Projects 2006 2021

Research Outputs 1997 2020

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

Nugroho, R., Paris, C., Nepal, S., Yang, J. & Zhao, W., 9 Jan 2020, In : Knowledge and Information Systems. 35 p.

Research output: Contribution to journalArticleResearchpeer-review

Disasters
Industry

AppNet: a large-scale multi-layer heterogeneous complex app network for intelligent program search

Xiao, J., Chen, S., Feng, Z. & Yang, J., 10 Apr 2019, Service-Oriented Computing – ICSOC 2018 Workshops: ADMS, ASOCA, ISYyCC, CloTS, DDBS, and NLS4IoT, Revised Selected Papers. Liu, X., Mrissa, M., Zhang, L., Benslimane, D., Ghose, A., Wang, Z., Bucchiarone, A., Zhang, W., Zou, Y. & Yu, Q. (eds.). Switzerland: Springer-VDI-Verlag GmbH & Co. KG, p. 394-399 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11434 LNCS).

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

Heterogeneous Networks
Application programs
Complex Networks
Multilayer
WordNet

Change management of service-based business processes

Xiu, P., Yang, J. & Zhao, W., Mar 2019, In : Service Oriented Computing and Applications. 13, 1, p. 51-66 16 p.

Research output: Contribution to journalArticleResearchpeer-review

Industry
Web services
Business process
Management of change
Petri nets

CoTrRank: Trust evaluation of users and tweets

Li, P., Zhao, W., Yang, J. & Wu, J., Aug 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, Vol. 2019-August. p. 6542-6544 3 p.

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

Open Access

Detecting the evolving community structure in dynamic social networks

Liu, F., Wu, J., Xue, S., Zhou, C., Yang, J. & Sheng, Q., 23 Oct 2019, In : World Wide Web. 19 p.

Research output: Contribution to journalArticleResearchpeer-review

Genes
Clustering algorithms
Evolutionary algorithms