Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0002-3217-3542
Scopus Author ID: 59149910000
Impact
Teaching
| 2025-2026 | Bachelor's Degree | Advanced Business Programming in Python |
| Generative Artificial Intelligence for Business | ||
| Introduction to Business Programming in Python | ||
| Postgraduate Degree | Database Management Systems | |
| eBusiness System Integration | ||
| 2022-2023 | Postgraduate Degree | Database Management Systems |
| 2021-2022 | Postgraduate Degree | Database Management Systems |
Education/Academic qualification
PhD, Information Systems, City University of Hong Kong
MSc, Business and Data Analytics, City University of Hong Kong
BBA, Marketing, Sun Yat-sen University
BEng, Software Engineering, Sun Yat-sen University
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 10 Reduced Inequalities -
SDG 16 Peace, Justice and Strong Institutions
Fingerprint
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Collaborations from the last five years
Recent external collaboration based on locations. Dive into details by clicking on the dots or
Research output
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Meeting companies’ innovative requirements on online technology trading platforms: A novel large language model-based framework
Xu, Q., Liu, Z. & Ma, J., Mar 2026, In: Information Processing and Management. 63, 2 Part A, 18 p., 104392.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
1 Link opens in a new tab Citation (Scopus) -
Sequential patent recommendation for alliance firms: a deep learning approach integrating technological diversity and peer influence
Liu, Z., Deng, W., Zeng, J., Zhu, W. & Ma, J., 30 Apr 2026, (Online published) In: Scientometrics.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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A Novel Course Recommendation Method Incorporating Teaching Style Analysis via Large Language Models
Deng, W., Zhu, P., Chen, H., Gan, F. & Liu, Z., 2025, E-Business. Generative Artificial Intelligence and Management Transformation: 24th Wuhan International Conference on E-business, WHICEB 2025, Guangzhou, China, June 6–8, 2025, Proceedings, Part III. Tu, Y. P. & Chi, M. (eds.). Cham, Switzerland: Springer , p. 270-281 12 p. (Lecture Notes in Business Information Processing; vol. 551).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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Company-Multi-Digital Scholar Collaborative Framework Driven by Resource-based View for Patent Co-Development
Liu, Z., Xu, Q., Fan, X. & Ma, J., Jul 2025, PACIS 2025 Proceedings. Association for Information Systems, 17 p. PACIS2025-1909. (Pacific Asia Conference on Information Systems (PACIS) Collections).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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Reference decisions enhance LLM performance, amplified by source disclosure
Zhang, Y., Liu, Z., Bai, S., Xu, T. & Lau, R. Y., 2025, In: Digital Health. 11, 20552076251342078.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)21 Downloads (CityUHK Scholars)
Prizes
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Institutional Research Tuition Scholarship
LIU, Z. (Recipient), 1 Sept 2024
Prize: RGC 64B - Prizes and awards
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Outstanding Academic Performance Award for Research Degree Students (non UGC-funded students)
LIU, Z. (Recipient), 16 Aug 2024
Prize: RGC 64B - Prizes and awards
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Institutional Research Tuition Scholarship
LIU, Z. (Recipient), 1 Sept 2023
Prize: RGC 64B - Prizes and awards
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Institutional Research Tuition Scholarship
LIU, Z. (Recipient), 1 Sept 2022
Prize: RGC 64B - Prizes and awards
Thesis
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A Human-AI Collaboration-Enhanced Recommendation Framework for Patent Co-Development in University
LIU, Z. (Author), MA, J. (Supervisor), 4 Jun 2025Student thesis: Doctoral Thesis