Dr Zhang is a lecturer of data science at the School of Business, UNSW Canberra.
His research interests contain data mining, bibliometrics, knowledge and information retrieval, social computing, and data science.
PUBLICATIONS
Conference Papers
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Wang K; Zhang Y; Chang E, 2020, 'A conceptual model for blockchain-based auditing information system', in ACM International Conference Proceeding Series, pp. 101 - 107, http://dx.doi.org/10.1145/3409934.3409949
2020
Zhang Y; Wang M; Saberi M; Chang E, 2020, 'Towards Expert Preference on Academic Article Recommendation Using Bibliometric Networks', Singapore, presented at Pacific-Asia Conference on Knowledge Discovery and Data Mining, Singapore, 11 May 2020, http://dx.doi.org/10.1007/978-3-030-60470-7_2
2020
Zipperle M; Gottwalt F; Becherer M; Wang K; Zhang Y; Chang E, 2020, 'A Machine Learning and Blockchain Platform for Operation Risk Management - An Application to Real-time Risk Awareness System Development', Springer Singapore, India, pp. 1053 - 1061, presented at Virtual International Conference on Futuristic Communication and Network Technologies, India, 06 November 2020, http://dx.doi.org/10.1007/978-981-16-4625-6_104
2020
Zhang Y; Saberi M; Wang M; Chang E, 2019, 'K3S: Knowledge-Driven Solution Support System', in Proceedings of the AAAI Conference on Artificial Intelligence, Honolulu,Hawaii, USA, pp. 9873 - 9874, presented at Thirty-Third AAAI Conference on Artificial Intelligence AAAI 19, Honolulu,Hawaii, USA, 27 January 2019, http://dx.doi.org/10.1609/aaai.v33i01.33019873
2019
Zhang Y; Saberi M; Chang E; Abbasi A, 2018, 'Solution and Reference Recommendation System Using Knowledge Fusion and Ranking', in Proceedings - 2018 IEEE 15th International Conference on e-Business Engineering, ICEBE 2018, pp. 31 - 38, http://dx.doi.org/10.1109/ICEBE.2018.00016
2018
Zhang Y; Saberi M; Chang E, 2017, 'Semantic-based lightweight ontology learning framework: A case study of intrusion detection ontology', in Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2017, Leipzig, Germany, pp. 1171 - 1177, presented at International Conference on Web Intelligence, Leipzig, Germany, 23 August 2017 - 26 August 2017, http://dx.doi.org/10.1145/3106426.3109053
2017
Chang E; Gottwalt F; Zhang Y, 2017, 'Cyber situational awareness for CPS, 5G and IoT', in Lecture Notes in Electrical Engineering, Springer, pp. 147 - 161, presented at Lecture Notes in Electrical Engineering, http://dx.doi.org/10.1007/978-981-10-4235-5_10
2017
Journal articles
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Zhang Y; Wang M; Zipperle M; Abbasi A; Tani M, 2023, 'RelRank: A relevance-based author ranking algorithm for individual publication venues', Information Processing and Management, vol. 60, pp. 103156 - 103156, http://dx.doi.org/10.1016/j.ipm.2022.103156
2023
Chand S; Zhang Y, 2022, 'Learning from machines to close the gap between funding and expenditure in the Australian National Disability Insurance Scheme', International Journal of Information Management Data Insights, vol. 2, pp. 100077 - 100077, http://dx.doi.org/10.1016/j.jjimei.2022.100077
2022
Zhang Y; Wang M; Saberi M; Chang E, 2022, 'Analysing academic paper ranking algorithms using test data and benchmarks: an investigation', Scientometrics, http://dx.doi.org/10.1007/s11192-022-04429-z
2022
Tani Bertuol M; Zhang Y; Zimmermann K; Piracha M, 2022, 'Higher Education Expansion and the Rise of China in Economics Research', China Economic Review (Amsterdam), http://dx.doi.org/10.1016/j.chieco.2022.101813
2022
Zhang Y; Saberi M; Chang E, 2021, 'Towards solution-oriented knowledge recommendation', ACM SIGWEB Newsletter, pp. 1 - 8, http://dx.doi.org/10.1145/3460304.3460308
2021
Koutroumpinas P; Zhang Y; Wallis S; Chang E, 2021, 'An Artificial Intelligence Empowered Cyber Physical Ecosystem for Energy Efficiency and Occupation Health and Safety', Energies, vol. 14, pp. 4214 - 4214, http://dx.doi.org/10.3390/en14144214
2021
Zhang Y; Zhao P; Chang E, 2021, 'Blockchain and Palm Scanning Integrated System (BPIS) for Workplace Access Control and Contact Tracing', Engineering Intelligent Systems, vol. 29, pp. 353 - 353, https://website-eis.crlpublishing.com/index.php/eis/article/view/1614
2021
Zhang Y; Wang M; Saberi M; Chang E, 2020, 'Knowledge fusion through academic articles: a survey of definitions, techniques, applications and challenges', Scientometrics, http://dx.doi.org/10.1007/s11192-020-03683-3
2020
Wang K; Zipperle M; Becherer M; Gottwalt F; Zhang Y, 2020, 'An AI-Based Automated Continuous Compliance Awareness Framework (CoCAF) for Procurement Auditing', BIG DATA AND COGNITIVE COMPUTING, vol. 4, http://dx.doi.org/10.3390/bdcc4030023
2020
Zipperle M; Becherer M; Gottwalt F; Zhang Y; Wang K, 2020, 'An ai-based automated continuous compliance awareness framework (CoCAF) for procurement auditing', Big Data and Cognitive Computing, vol. 4, pp. 1 - 14, http://dx.doi.org/10.3390/bdcc4030023
2020
Zhang Y; Wang M; Saberi M; Chang E, 2019, 'From Big Scholarly Data to Solution-Oriented Knowledge Repository', Frontiers in Big Data, http://dx.doi.org/10.3389/fdata.2019.00038
2019
Zhang Y; Wang M; Gottwalt F; Saberi M; Chang E, 2019, 'Ranking scientific articles based on bibliometric networks with a weighting scheme', Journal of Informetrics, vol. 13, pp. 616 - 634, http://dx.doi.org/10.1016/j.joi.2019.03.013
2019
Zhang Y; Saberi M; Chang E, 2018, 'A semantic-based knowledge fusion model for solution-oriented information network development: a case study in intrusion detection field', Scientometrics, vol. 117, pp. 857 - 886, http://dx.doi.org/10.1007/s11192-018-2904-6
2018