Department of Entrepreneurship, Marketing and Management Systems

Research output

Research output per year 2008 2018 2019 2020 2021 2022 2023 2024

• 11743 Scopus Citations
• 56 h-index
• 376 Article
• 46 Conference contribution
• 36 Book Chapter
• 28 Paper
• 37 More
  • 12 Editorial
  • 10 Review article
  • 6 Conference article
  • 5 Book
  • 1 Foreword/postscript
  • 1 Comment/debate
  • 1 Other contribution
  • 1 Working paper

Research output per year

Research output per year

Search results

• 2023

  Firm connection and equity return predictability – Evidence from China

  WU, MIAN., Huang, W., Liu, X. & Meng, Q., 2023, (In preparation) 2023 XJTLU AI and Big Data in Accounting and Finance Research Conference and the BAR special issue.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Return Predictability 100%
  • Equity Returns 88%
  • Linkage 75%
  • Machine Learning 50%
  • China 39%

• Heterogeneous Networks and Startups' Subsequent Financing: Theorization Based on Machine Learning

  CAO, RUINING., Meng, Q. & Chen, J., 2023, (Published Online) Annual Meeting of the Academy of Management (AOM). New York: Academy of Management

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Machine Learning 100%
  • Start-ups 64%
  • Financing 54%
  • Venture Capitalists 19%
  • Syndication 16%
• 2022

  (AR)e These Products Making Sense? Resolving Product Schema-Incongruity with Augmented Reality

  Teh, C., Phang, C. W., Zhang, C. & Chong, A., 2022, Design, Operation and Evaluation of Mobile Communications - Third International Conference, MOBILE 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Proceedings. Salvendy, G. & Wei, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 472-490 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13337 LNCS).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Augmented Reality 100%
  • Schema 62%
  • Augmented reality 56%
  • Controllability 12%
  • Marketing 11%

• Predictions on Usefulness and Popularity of Online Reviews: Evidence from Mobile Phones for Older Adults

  Shou, M., Bao, X. & Yu, J., 2022, HCI International 2022 - Late Breaking Papers. Design, User Experience and Interaction - 24th International Conference on Human-Computer Interaction, HCII 2022, Proceedings. Kurosu, M., Yamamoto, S., Mori, H., Soares, M. M., Rosenzweig, E., Marcus, A., Rau, P-L. P., Harris, D. & Li, W-C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 475-489 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13516 LNCS).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Mobile Phone 100%
  • Cellular telephones 55%
  • Evidence 47%
  • Prediction 45%
  • Review 41%

• Unravelling the effectiveness of sustainability performance communication: Role of message framing

  BHATTACHARYYA, JISHNU., Makam, S. B. & Jiang, Y., 20 May 2022, (Published Online) 6th Advances in Management and Innovation Conference 2022. Cardiff Metropolitan University U.K, 7 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  Open Access
• 2021

  A branch-and-bound approach for the two-machine flow shop stochastic scheduling problem to minimize the value-at-risk

  Liu, L., 2021, A branch-and-bound approach for the two-machine flow shop stochastic scheduling problem to minimize the value-at-risk.

  Research output: Chapter in Book/Conference proceeding › Conference contribution

• Augmented reality in offline retail: Integrating the affordance and means-end chain perspectives

  Teh, C., Phang, C. W., Loong Chong, A. Y. & Guo, Z., 2021, Proceedings of the 54th Annual Hawaii International Conference on System Sciences, HICSS 2021. Bui, T. X. (ed.). IEEE Computer Society, p. 1613-1622 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2020-January).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Augmented reality 100%
  • Information technology 14%
  • Materials properties 13%

• How Information Asymmetry Influences Platform-Complementor Relationship Continuance.

  Weng, C., Liu, M. & Luo, J., 2021, Academy of Management .

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

• How to Develop Complementor Dedication by Giving Them the Short End of the Stick

  Weng, C., Liu, M. & Luo, J., 2021, Pacific Asia Conference on Information Systems.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
• 2020

  A Multi-Label Deep Learning Model with Interpretable Grad-CAM for Diabetic Retinopathy Classification

  Ma, H., 24 Jul 2020, A Multi-Label Deep Learning Model with Interpretable Grad-CAM for Diabetic Retinopathy Classification. Vol. 2020-July. p. 1560 - 1563

  Research output: Chapter in Book/Conference proceeding › Conference contribution

• Linking privacy concerns for traceable information and information privacy protective responses on electric scooter sharing platforms

  Chang, L., 10 Jan 2020, Linking privacy concerns for traceable information and information privacy protective responses on electric scooter sharing platforms. The University of Nottingham Ningbo China, Vol. 2020-January. p. 851 - 857

  Research output: Chapter in Book/Conference proceeding › Conference contribution

• Online Social Media—A Vehicle for City Branding in China: The Case of Sponge City Program (SCP)

  Thadani, D., Li, L. & Chan, F. K. S., 2020, Proceedings of the 2020 International Conference on Resource Sustainability: Sustainable Urbanisation in the BRI Era (icRS Urbanisation 2020) -. Chan, F. K., Chan, H. K., Zhang, T. & Xu, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 381-389 9 p. (Environmental Science and Engineering).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Cope Reaction 100%
  • sponge 78%
  • Marketing 73%
  • social media 63%
  • vehicle 59%
  3 Citations (Scopus)

  64 Downloads (Pure)

• Tell me what you want: Disentangling the impact of service specification option repertoires on service performance in gig economy

  Fu, S., Jiang, Y., Cai, Z., Liu, F., Lim, E. T. K. & Tan, C. W., 2020, Proceedings of the 53rd Annual Hawaii International Conference on System Sciences, HICSS 2020. Bui, T. X. (ed.). IEEE Computer Society, p. 867-876 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2020-January).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Sales 100%
  • Specifications 67%
  • Visibility 25%
  2 Citations (Scopus)

• Tell me what you want: Disentangling the impact of service specification option repertoires on service performance in gig economy

  Cai, Z., 10 Jan 2020, Tell me what you want: Disentangling the impact of service specification option repertoires on service performance in gig economy. EFMD Highered, Vol. 2020-January. p. 867-876

  Research output: Chapter in Book/Conference proceeding › Conference contribution
• 2019

  A Globally Adaptive Region Growing Method for Cervical Tumor Segmentation Based on MR Images

  Ma, H., 13 Dec 2019, A Globally Adaptive Region Growing Method for Cervical Tumor Segmentation Based on MR Images.

  Research output: Chapter in Book/Conference proceeding › Conference contribution

• An Interpretable Ensemble Deep Learning Model for Diabetic Retinopathy Disease Classification

  Ma, H., 27 Jul 2019, An Interpretable Ensemble Deep Learning Model for Diabetic Retinopathy Disease Classification. ECIS 2020 Proceedings, p. 2045 - 2048

  Research output: Chapter in Book/Conference proceeding › Conference contribution

• A novel lesion segmentation method based on breast ultrasound images

  Ma, H., 19 Oct 2019, A novel lesion segmentation method based on breast ultrasound images. European International Business Academy, p. 32 - 38

  Research output: Chapter in Book/Conference proceeding › Conference contribution

• Contractual dimensions and buyer-supplier perceived risk: The moderating role of Information Technology integration.

  Wang, Y., Cai, Z., Liu, H. & Huang, Q., 2019, Proceedings of the 52nd Annual Hawaii International Conference on System Sciences, HICSS 2019. Bui, T. X. (ed.). IEEE Computer Society, p. 361-369 9 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2019-January).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Information technology 100%
  • Risk perception 68%
  • Boundary conditions 17%

• DualSLIC: An Automatic Coarse-to-Fine Method on Pancreas Segmentation

  Ma, H., 10 Oct 2019, DualSLIC: An Automatic Coarse-to-Fine Method on Pancreas Segmentation. p. 2043 - 2048

  Research output: Chapter in Book/Conference proceeding › Conference contribution

• From copy to practice: Followers' learning behavior in forex social trading

  Yu, M., Li, Y., Cai, Z., Liu, F. & Tan, C. W., 2019, 40th International Conference on Information Systems, ICIS 2019. Association for Information Systems, (40th International Conference on Information Systems, ICIS 2019).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Profitability 100%
  • Financial markets 45%

• Quantitative pathologic analysis of pulmonary nodules using three-dimensional computed tomography images based on latent Dirichlet allocation

  Ma, H., 27 Jul 2019, Quantitative pathologic analysis of pulmonary nodules using three-dimensional computed tomography images based on latent Dirichlet allocation. p. 6255 - 6258

  Research output: Chapter in Book/Conference proceeding › Conference contribution

• Reinventing the wheel: Explaining question duplication in question answering communities

  Liu, X., Liu, F., Li, Y., Cai, Z. & Lim, E. T. K., 2019, 40th International Conference on Information Systems, ICIS 2019. Association for Information Systems, (40th International Conference on Information Systems, ICIS 2019).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Wheels 100%
  • Deep learning 55%
  • Learning algorithms 51%
  1 Citation (Scopus)

• What encourages purchase of virtual gifts in live streaming: Cognitive absorption, social experience and technological environment

  Guan, Z., Hou, F., Li, B., Chong, A. Y. L. & Phang, C. W., 2019, 40th International Conference on Information Systems, ICIS 2019. Association for Information Systems, (40th International Conference on Information Systems, ICIS 2019).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Cognitive systems 100%
  • Media streaming 98%
  7 Citations (Scopus)

• What influences the dissemination of online rumor messages: Message Features and Topic-congruence

  Li, B. & Chong, A. Y. L., 2019, 40th International Conference on Information Systems, ICIS 2019. Association for Information Systems, (40th International Conference on Information Systems, ICIS 2019).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Sentiment analysis 100%
  • Industry 39%
  4 Citations (Scopus)
• 2018

  Demand forecasting of medical device with online big data)

  Xu, S. & Chan, H. K., 2018, IET Doctoral Forum on Biomedical Engineering, Healthcare, Robotics and Artificial Intelligence 2018, BRAIN 2018. CP754 ed. Institution of Engineering and Technology, (IET Conference Publications; vol. 2018, no. CP754).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Biomedical equipment 100%
  • Big data 82%
  • Supply chains 54%
  • Industry 40%
  • Search engines 37%

• Exploring job satisfaction of IT workers in Taiwan, Japan, and China: The role of employee demographics, Job Demographics, and Uncertainty Avoidance

  Yeo, B., Serenko, A., Palvia, P., Sato, O., Sasaki, H., Yu, J. & Guo, Y., 2018, Americas Conference on Information Systems 2018: Digital Disruption, AMCIS 2018. Association for Information Systems, (Americas Conference on Information Systems 2018: Digital Disruption, AMCIS 2018).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Job satisfaction 100%
  • Personnel 48%
  • Uncertainty 40%
  • Decision trees 12%
  • Industry 11%

• Exploring User-Generated Digital Content Ecosystem: A Study of China’s Digital Celebrity Industry

  Hua, W., Leong, C. & Yu, J., 2018, ICIS 2017: Transforming Society with Digital Innovation. Association for Information Systems, (ICIS 2017: Transforming Society with Digital Innovation).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Ecosystems 100%
  • Industry 40%
  • Lenses 31%
  • Marketing 30%
  • Information systems 25%
  1 Citation (Scopus)

• Hybrid of two-photon microscopy and optical multimodality imaging for multi-scale imaging of small animals

  Ma, H., 31 Jan 2018, Hybrid of two-photon microscopy and optical multimodality imaging for multi-scale imaging of small animals. Strategic Management Society (SMS) Annual Conferen

  Research output: Chapter in Book/Conference proceeding › Conference contribution

• Manufacturing System Evolution

  Lin, Y., Luo, J., Ieromonachou, P. & Huang, L., 13 Sept 2018, 2018 15th International Conference on Service Systems and Service Management, ICSSSM 2018. Institute of Electrical and Electronics Engineers Inc., 8465064. (2018 15th International Conference on Service Systems and Service Management, ICSSSM 2018).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Manufacturing Systems 100%
  • Ecosystem 78%
  • Emerging Technologies 66%
  • Customization 35%
  • Configuration 32%
  1 Citation (Scopus)

• Psychological contract and knowledge sharing: Evidence from enterprise system post-implementation

  Cai, Z., Liu, H., Huang, Q., Liang, L. & Yu, J., 2018, Proceedings of the 22nd Pacific Asia Conference on Information Systems - Opportunities and Challenges for the Digitized Society: Are We Ready?, PACIS 2018. Tanabu, M. & Senoo, D. (eds.). Association for Information Systems, (Proceedings of the 22nd Pacific Asia Conference on Information Systems - Opportunities and Challenges for the Digitized Society: Are We Ready?, PACIS 2018).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Industry 100%

• Technology Leadership, Brand Equity, and Customer Loyalty towards Fintech Service Providers in China

  Chang, L., 18 Aug 2018, Technology Leadership, Brand Equity, and Customer Loyalty towards Fintech Service Providers in China.

  Research output: Chapter in Book/Conference proceeding › Conference contribution

• The role of congruence between exploitative and exploratory knowledge sharing in enterprise systems project: Polynomial modeling and response surface analysis

  Liu, Y., Cai, Z. & Liu, H., 2018, International Conference on Information Systems 2018, ICIS 2018. Association for Information Systems, (International Conference on Information Systems 2018, ICIS 2018).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Knowledge Sharing 100%
  • Response Surface 67%
  • Surface analysis 60%
  • Congruence 54%
  • Enterprise Systems 52%

• Understanding the factors that hinder online civic participation

  Chang, L., 18 Aug 2018, Understanding the factors that hinder online civic participation.

  Research output: Chapter in Book/Conference proceeding › Conference contribution

• Unraveling the effects of google search on volatility of cryptocurrencies

  Cai, Z., Lim, E. T. K., Liu, F., Tan, C. W. & Zheng, Z., 2018, International Conference on Information Systems 2018, ICIS 2018. Association for Information Systems, (International Conference on Information Systems 2018, ICIS 2018).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Cryptocurrency 100%
  • Volatility 79%
  • Google 75%
  • investor 68%
  • search engine 65%
  3 Citations (Scopus)

• What drives people to purchase virtual gifts in live streaming? The mediating role of flow

  Li, B., Hou, F., Guan, Z. & Chong, A. Y. L., 2018, Proceedings of the 22nd Pacific Asia Conference on Information Systems - Opportunities and Challenges for the Digitized Society: Are We Ready?, PACIS 2018. Tanabu, M. & Senoo, D. (eds.). Association for Information Systems, (Proceedings of the 22nd Pacific Asia Conference on Information Systems - Opportunities and Challenges for the Digitized Society: Are We Ready?, PACIS 2018).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Latent Class Analysis 100%
  44 Citations (Scopus)

  93 Downloads (Pure)
• 2017

  Consumer purchase decision in instagram stores: The role of consumer trust

  Che, J. W. S., Cheung, C. M. K. & Thadani, D. R., 2017, Proceedings of the 50th Annual Hawaii International Conference on System Sciences, HICSS 2017. Bui, T. X. & Sprague, R. (eds.). IEEE Computer Society, p. 24-33 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2017-January).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  30 Citations (Scopus)

• Impact of 3D printing technology on supply chain in China

  Chan, H. K., Griffin, J., Lim, J. J., Zeng, F. & Chiu, A. S. F., 2017, 24th International Conference on Production Research, ICPR 2017. Fertsch, M., Stachowiak, A., Mrugalska, B., Oleskow-Szlapka, J., Hadas, L., Cyplik, P. & Golinska-Dawson, P. (eds.). DEStech Publications, p. 492-495 4 p. (24th International Conference on Production Research, ICPR 2017).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • 3D printers 100%
  • Supply chains 99%
  • Industry 36%
  • Industrial applications 8%
  2 Citations (Scopus)

• Intelligent port data management systems to improve capability

  Chan, H. K. & Xu, S., 28 Jul 2017, 14th International Conference on Services Systems and Services Management, ICSSSM 2017 - Proceedings. Cai, X., Tang, J. & Chen, J. (eds.). Institute of Electrical and Electronics Engineers Inc., 7996283. (14th International Conference on Services Systems and Services Management, ICSSSM 2017 - Proceedings).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Data Management System 100%
  • Big Data 35%
  • Variable Selection 32%
  • Support Vector Machine 30%
  • Logistics Center 25%
  6 Citations (Scopus)

• Learning as adventure: An app designed with gamification elements to facilitate language learning

  Zhou, L., Yu, J., Liao, CA. & Shi, Y., 2017, HCI in Business, Government and Organizations: Interacting with Information Systems - 4th International Conference, HCIBGO 2017 Held as Part of HCI International 2017, Proceedings. Tan, C-H. & Nah, F. F-H. (eds.). Springer Verlag, p. 266-275 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10293 LNCS).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Language Acquisition 100%
  • Gamification 83%
  • Learning 57%
  • Application programs 56%
  • Game-based Learning 34%
  9 Citations (Scopus)
• 2016

  Factors determining a firm's innovativeness: An empirical study of Chinese e-commerce industry

  Hou, F., Chong, A. Y. L. & Li, B., 2016, Pacific Asia Conference on Information Systems, PACIS 2016 - Proceedings. Pacific Asia Conference on Information Systems, (Pacific Asia Conference on Information Systems, PACIS 2016 - Proceedings).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Network theory (graphs) 100%
  • Industry 71%
  • Economics 52%

• Online identity interruption: Antecedents and psychological distress

  Choi, B. C. F., Yu, J. & Xin, L., 2016, 2016 International Conference on Information Systems, ICIS 2016. Association for Information Systems, (2016 International Conference on Information Systems, ICIS 2016).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Lenses 100%
  • Experiments 34%

• Peer interaction and students' perceptions towards constructivist-collaborative learning environment: Motivation and affective factor

  Leow, F. T. & Neo, M., 2016, Proceedings of the 11th International Conference on e-Learning, ICEL 2016. Idrus, R. M. & Zainuddin, N. (eds.). Academic Conferences Limited, p. 87-95 9 p. (Proceedings of the International Conference on e-Learning, ICEL; vol. 2016-January).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Students 100%
  • learning environment 99%
  • interaction 63%
  • student 33%
  • Factor analysis 23%
  5 Citations (Scopus)

• Social network privacy dispositions: An objective measurement scale and a causal model

  Choi, B. C. F., Yu, J., Wu, Y. & Jiang, Z., 2016, Pacific Asia Conference on Information Systems, PACIS 2016 - Proceedings. Pacific Asia Conference on Information Systems, (Pacific Asia Conference on Information Systems, PACIS 2016 - Proceedings).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Application programs 100%
  • Information systems 45%
  • Communication 27%
  1 Citation (Scopus)

• The effects of social structure overlap and profile extensiveness on Facebook friend requests

  Wu, Y., Choi, B. C. F. & Yu, J., 2016, HCI in Business, Government, and Organizations: eCommerce and Innovation - 3rd International Conference, HCIBGO 2016 and Held as Part of HCI International 2016, Proceedings. Nah, F. F-H. & Tan, C-H. (eds.). Springer Verlag, p. 141-152 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9751).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Social Structure 100%
  • Privacy 81%
  • Overlap 65%
  • Profile 54%
  • Connectivity 43%
• 2014

  A case study on mining social media data

  Chan, H. K., Lacka, E., Yee, R. W. Y. & Lim, M. K., 2014, IEEM 2014 - 2014 IEEE International Conference on Industrial Engineering and Engineering Management. IEEE Computer Society, p. 593-596 4 p. 7058707. (IEEE International Conference on Industrial Engineering and Engineering Management; vol. 2015-January).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Websites 100%
  • Social Media 97%
  • Web Sites 67%
  • Management Research 45%
  • Cluster analysis 45%
  5 Citations (Scopus)
• 2013

  Information technology intensity and the industry cost of equity capital

  Dow, K. E., Yu, J. & Shea, V. J., 2013, 19th Americas Conference on Information Systems, AMCIS 2013 - Hyperconnected World: Anything, Anywhere, Anytime. p. 2050-2057 8 p. (19th Americas Conference on Information Systems, AMCIS 2013 - Hyperconnected World: Anything, Anywhere, Anytime; vol. 3).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Information technology 100%
  • equity 91%
  • information technology 81%
  • industry 66%
  • costs 64%