• 1858 Citations
  • 24 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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Projects 2006 2021

Research Output 1997 2018

Change management of service-based business processes

Xiu, P., Yang, J. & Zhao, W., 8 Dec 2018, In : Service Oriented Computing and Applications.

Research output: Contribution to journalArticleResearchpeer-review

Industry
Web services
Business process
Management of change
Petri nets

CoRank: a coupled dual networks approach to trust evaluation on Twitter

Li, P., Zhao, W. & Yang, J., 1 Jan 2018, Web Information Systems Engineering – WISE 2018: 19th International Conference, 2018, Proceedings Part I. Hacid, H., Cellary, W., Wang, H., Paik, H-Y. & Zhou, R. (eds.). Cham, Switzerland: Springer-VDI-Verlag GmbH & Co. KG, p. 145-160 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11233 LNCS).

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

Evaluation
Experiments
PageRank
Trustworthiness
User Behavior

DAliM: Machine learning based intelligent lucky money determination for large-scale e-commerce businesses

Fu, M., Wong, C. M., Zhu, H., Huang, Y., Li, Y., Zheng, X., Wu, J., Yang, J. & Vong, C. M., 1 Jan 2018, Service-Oriented Computing: 16th International Conference, ICSOC 2018, Proceedings. Yu, Q., Pahl, C., Vukovic, M. & Yin, J. (eds.). Switzerland: Springer-VDI-Verlag GmbH & Co. KG, p. 740-755 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11236 LNCS).

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

Electronic Commerce
Learning systems
Machine Learning
Customers
Marketing

Individual interest and trust driving collective intelligence awareness for social recommendation

Cui, L., Wang, C., Wu, J., Yang, J. & Sheng, M., 10 Oct 2018, 2018 International Joint Conference on Neural Networks, IJCNN 2018 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), Vol. 2018-July. 6 p. 8489633

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

Recommender systems
Experiments

iProcess: enabling IoT platforms in data-driven knowledge-intensive processes

Beheshti, A., Schiliro, F., Ghodratnama, S., Amouzgar, F., Benatallah, B., Yang, J., Sheng, Q. Z., Casati, F. & Motahari-Nezhad, H. R., 12 Aug 2018, Business Process Management Forum: BPM Forum 2018, Proceedings. Weske, M., Montali, M., Weber, I. & vam Brocke, J. (eds.). Springer, Springer Nature, Vol. 329. p. 108-126 19 p. (Lecture Notes in Business Information Processing; vol. 329).

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

Law enforcement
Lakes
Pipelines
Decision making
Internet