Professor Jenny Zhang
Position:
Assoc Dean, Higher Degrees by Res & Tech
College / Portfolio:
STEM College
School / Department:
STEM|Research & Innovation
Phone:
+61399252774
Email:
xiuzhen.zhang@rmit.edu.au
Campus:
City Campus
Contact me about:
Research supervision
Xiuzhen Jenny Zhang is Professor of Data Science at RMIT University.
Her research interests include data science and machine learning, text mining and social media analysis. She has published extensively on these topics. Her research has been supported by the Australian Research Council, the Victoria state government and industry partners.
For more information, please visit her Google Scholar or personal webite.
- Sarwar, T.,Seifollahi, S.,Chan, J.,Zhang, X.,Aksakalli, V.,Hudson, I.,Verspoor, C.,Cavedon, L. (2022). The Secondary Use of Electronic Health Records for Data Mining: Data Characteristics and Challenges In: ACM Computing Surveys, 55, 1 - 36
- Husin, H.,Thom, J.,Zhang, X. (2022). Evolution of user navigation behavior for online news In: International Journal of Web Information Systems, 18, 1 - 22
- Zhang, S.,Zhang, J.,Lau, J.,Chan, J.,Paris, C. (2021). Less Is More: Rejecting Unreliable Reviews for Product Question Answering In: Machine Learning and Knowledge Discovery in Databases. ECML PKDD 2020. Lecture Notes in Computer Science, vol 12459, Ghent, Belgium, 14-18 September 2020
- Tay, W.,Zhang, X.,Wan, S.,Karimi, S. (2021). Measuring Similarity of Opinion-bearing Sentences In: Proceedings of the 3rd Workshop on New Frontiers in Summarization (EMNLP 2021), Dominican Republic, 10 November 2021
- Tian, L.,Zhang, X.,Lau, J. (2021). Rumour Detection via Zero-Shot Cross-Lingual Transfer Learning In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2021), Bilbao, Spain, 13-17 September 2021
- Nie, H.,Zhang, X.,Li, M.,Baglin, J.,Dolgun, A. (2021). Early Rumour Detection with Temporal Bidirectional Graph Convolutional Networks In: Proceedings of Twenty-fifth Pacific Asia Conference on Information Systems (PACIS'2021), Dubai, 12-14 July 2021
- Halder, S.,Lim, K.,Chan, J.,Zhang, X. (2021). Transformer-based multi-task learning for queuing time aware next POI recommendation In: Proceedings of the 25th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining (PAKDD 2021), Online, 11-14 May 2021
- Wu, M.,Liu, Y.,Brownlee, R.,Zhang, X. (2021). Evaluating Utility and Automatic Classification of Subject Metadata from Research Data Australia In: Knowledge Organization, 48, 219 - 230
- Scanlon, L.,Zhang, S.,Zhang, J.,Sanderson, M. (2020). Evaluation of Cross Domain Text Summarization In: Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), Xi'an, China, 25-30 July 2020
- Tian, L.,Zhang, J.,Lau, J. (2020). #Democrats are destroying America: Rumour analysis on twitter during COVID-19 In: Proceedings of the 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), Galway, Ireland, 19-23 October 2020
- Combating Fake News on Social Media: From Early Detection to Intervention. Funded by: ARC Discovery Projects 2020 from (2020 to 2023)
- Research Challenge Topic – 14: Document Corpus Analysis (Answering complex questions using news articles) - AI for Decision Making (Administered by University of Melbourne). Funded by: Defence Science and Technology Group (scheme) - competitive from (2020 to 2021)
- Rygbee Campus. Funded by: Rygbee USA - Scholarship from (2018 to 2022)
- Digital Health CRC Core Participants Agreement - Umbrella Agreement. Funded by: Digital Health CRC from (2018 to 2025)
- Data Mining Complex Transactional and Criminal Networks. Funded by: ARC Linkage Grant pre-2014 Round 2 from (2013 to 2015)
10 PhD Current Supervisions
15 PhD Completions and 2 Masters by Research Completions
Data Mining, Text mining, Data analytics, Machine learning