Dr Yu Zhang

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.

E-mail

m.yuzhang@unsw.edu.au

Journal articles | 2023

Zhang Y; Chand S, 2023, 'Impact of COVID-19 on Utilisation of Funds by People With Disabilities: Lessons Drawn From the Australian National Disability Insurance Scheme', International Journal of Health Policy and Management, http://dx.doi.org/10.34172/ijhpm.2023.7663

Journal articles | 2023

Zhang Y; Wang M; Zipperle M; Abbasi A; Tani Bertuol M, 2023, 'RelRank: A Relevance-based Author Ranking Algorithm for Individual Publication Venues', Information Processing and Management, http://dx.doi.org/10.1016/j.ipm.2022.103156

Journal articles | 2023

Zhang Y; Wang M; Zipperle M; Abbasi A; Tani M, 2023, 'Ranking academic authors for publication venues based on relevance-based co-authorship network', Science Talks, 7, pp. 100231 - 100231, http://dx.doi.org/10.1016/j.sctalk.2023.100231

Journal articles | 2022

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, 2, http://dx.doi.org/10.1016/j.jjimei.2022.100077

Journal articles | 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

Journal articles | 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

Journal articles | 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, 14, pp. 4214 - 4214, http://dx.doi.org/10.3390/en14144214

Journal articles | 2021

Zhang Y; Saberi M; Chang E, 2021, 'Towards solution-oriented knowledge recommendation', ACM SIGWEB Newsletter, 2021, pp. 1 - 8, http://dx.doi.org/10.1145/3460304.3460308

Journal articles | 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, 29, pp. 353 - 353, https://website-eis.crlpublishing.com/index.php/eis/article/view/1614

Journal articles | 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, 4, http://dx.doi.org/10.3390/bdcc4030023

Journal articles | 2020

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

Journal articles | 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, 4, pp. 1 - 14, http://dx.doi.org/10.3390/bdcc4030023

Journal articles | 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, 13, pp. 616 - 634, http://dx.doi.org/10.1016/j.joi.2019.03.013

Journal articles | 2019

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

Journal articles | 2018

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, 117, pp. 857 - 886, http://dx.doi.org/10.1007/s11192-018-2904-6
Conference Papers | 2022

Zhang Y; Wang M; Zipperle M; Abbasi A; Saberi M, 2022, 'S-index: Significance of Academic Authors to Individual Publication Venues', in Proceedings of the 2022 IEEE International Conference on Dependable, Autonomic and Secure Computing, International Conference on Pervasive Intelligence and Computing, International Conference on Cloud and Big Data Computing, International Conference on Cyber Science and Technology Congress, DASC/PiCom/CBDCom/CyberSciTech 2022, http://dx.doi.org/10.1109/DASC/PiCom/CBDCom/Cy55231.2022.9927818

Conference Papers | 2022

Zipperle M; Gottwalt F; Zhang Y; Hussain O; Chang E; Dillon T, 2022, 'A Conceptual Framework for Automated Rule Generation in Provenance-based Intrusion Detection Systems', in Proceedings of the 2022 IEEE International Conference on Dependable, Autonomic and Secure Computing, International Conference on Pervasive Intelligence and Computing, International Conference on Cloud and Big Data Computing, International Conference on Cyber Science and Technology Congress, DASC/PiCom/CBDCom/CyberSciTech 2022, http://dx.doi.org/10.1109/DASC/PiCom/CBDCom/Cy55231.2022.9927863

Conference Papers | 2020

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

Conference Papers | 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

Conference Papers | 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

Conference Papers | 2019

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

Conference Papers | 2018

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

Conference Papers | 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

Conference Papers | 2017

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

My Research Supervision

Trust recommendations in the Social Internet of Things (SIoT)

Provenance-based intrusion detection systems

Closed workforce turnover predictors

Tier-based supply chain visibility for informed risk and opportunity management

Blockchain- and fuzzy logic-based carbon offset management

My Teaching

ZBUS2333 - Data Analytics and Visualisation

ZBUS8312 - Logistics Intelligence and Big Data Analysis