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Dr Yu Zhang
Lecturer

Dr Yu Zhang

UNSW Canberra
School of Business

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; 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, 60, pp. 103156 - 103156, 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, pp. 100077 - 100077, 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
    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
    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 | 2021
    2021, 'Towards solution-oriented knowledge recommendation', ACM SIGWEB Newsletter, 2021, pp. 1 - 8, http://dx.doi.org/10.1145/3460304.3460308
    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, IEEE, presented at 2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech), 12 September 2022 - 15 September 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, IEEE, presented at 2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech), 12 September 2022 - 15 September 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
    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