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Associate Professor Dongming Xu
Associate Professor

Dongming Xu

Email: 
Phone: 
+61 7 334 68057

Overview

Background

Dongming Xu is Associate Professor in Business Information Systems at the UQ Business School. She holds a PhD from the City University of Hong Kong in Information systems.

Dr Xu’s research focuses on the confluence of information technology use and information technology innovation to reach a deep understanding of how information systems are used and how information systems influence the society. In recent years, she primarily works on IT entrepreneurship that focuses on the understanding of hi-tech start-ups development and the relationship between IT innovation and business performance. In the meantime, she has been working in the area of social media use in business, such as, disaster management, eFinance, eHealth. Thus research interests lay in the areas of message transmission, information quality control, and decision making infrastructure etc.

The other research interests include decision making and business intelligence on a variety of contexts, such as theoretical foundations, applications, and technologies, such as intelligent agents, data mining, etc. In particular, she is working on eFianance applications, web-server-agent-based family wealth management systems, decision support systems for securities exception management, knowledge management systems and disaster management systems. Her research usually combines theoretical model building, laboratory and field experiments and the development of prototype systems.

Dongming's previous research outputs have been published in more than 100 top tier journals and conference proceedings, such as IEEE Transaction on Knowledge and Data Engineering, Information and Management, Decision Support Systems, and the Expert Systems with Applications, International Conference on Information Systems, etc. Dr. Xu as a Chief-Investigator or a Co-Investigator received multiple grants from different research agencies, such as, Hong Kong Government Research Grant Council, The National Natural Science Foundation of China, The University of Queensland, City University of Hong Kong, Shenzhen (China) State Research Council.

Currently, she is an Associate Editor with Information & Management, Journal of Electronic Commerce Research, Australasian Journal of Information Systems, among others.

Availability

Associate Professor Dongming Xu is:
Available for supervision
Media expert

Research interests

  • IT innovation and entrepreneurship

    Over the last years, there is a growing research body of IT entrepreneurship in IS community. IT entrepreneurship adds a further dimension of IT innovation to how new ideas are converted into software and hardware products and services. IT entrepreneurship is driven by an individual or a small group of individuals who are referred to as entrepreneurs. IT Innovation and IT entrepreneurship are tightly coupled concepts. I'm interested in research focusing on a range of relevant fertile areas associated to recent trends in IT innovation and entrepreneurship.

  • Business intelligence and decision making

    Research in this area focuses on business intelligence systems theoretical foundations, applications, and technologies, such as intelligent agents and data mining in the areas of eFiannce, eHealth, eLearning etc. Knowledge based business intelligence system is able to optimize business processes and resources, improve proactive decision making, and maximize profits and minimize costs. In particular, I am especially interested in financial monitoring systems, financial information systems, business process management systems, supply chain management systems etc.

  • Social media use

    Research on the confluence of social media use to explain how social media is used and how social media influence individuals, businesses, and the society. The recent research areas of social media use include disaster management, eFinance, eHealth, information quality control, and decision making infrastructure.

Works

Search Professor Dongming Xu’s works on UQ eSpace

106 works between 2002 and 2024

1 - 20 of 106 works

2024

Journal Article

A configurational theory of digital disruption

Huang, Sha, Burton-Jones, Andrew and Xu, Dongming (2024). A configurational theory of digital disruption. Information Systems Journal, 34 (5), 1737-1786. doi: 10.1111/isj.12510

A configurational theory of digital disruption

2024

Journal Article

Promoting sales of knowledge products on knowledge payment platforms: a large-scale study with a machine learning approach

Zhang, Xi, Jiang, Shan, Wang, Xuyan, Duan, Keran, Xiao, Yuting, Xu, Dongming, Lytras, Miltiadis D., Zheng, Yunhao and De Pablos, Patricia Ordonez (2024). Promoting sales of knowledge products on knowledge payment platforms: a large-scale study with a machine learning approach. Journal of Innovation and Knowledge, 9 (3) 100497, 100497. doi: 10.1016/j.jik.2024.100497

Promoting sales of knowledge products on knowledge payment platforms: a large-scale study with a machine learning approach

2023

Conference Publication

How parts connect to the whole in building digital generativity in digital platform ecosystems

Sun, Jiamei, Xu, Dongming and Karanasios, Stan (2023). How parts connect to the whole in building digital generativity in digital platform ecosystems. European Conference on Information Systems: Co-creating Sustainable Digital Futures, Kristiansand, Norway, 11-16 June 2023. Atlanta, GA, United States: Association for Information Systems.

How parts connect to the whole in building digital generativity in digital platform ecosystems

2023

Journal Article

Lender retention of online prosocial lending: a self-determination perspective

Zhang, Xi, Cheng, Yihang, Liu, Juan, Zhao, Hongke, Xu, Dongming and Li, Yulong (2023). Lender retention of online prosocial lending: a self-determination perspective. Internet Research, 33 (3), 1079-1113. doi: 10.1108/intr-07-2021-0527

Lender retention of online prosocial lending: a self-determination perspective

2023

Journal Article

Anticipating the antecedents of feedback-seeking behavior in digital environments: a socio-technical system perspective

Zhang, Xi, Wang, Xuyan, Tian, Fangqing, Xu, Dongming and Fan, Longwei (2023). Anticipating the antecedents of feedback-seeking behavior in digital environments: a socio-technical system perspective. Internet Research, 33 (1), 388-409. doi: 10.1108/intr-09-2021-0672

Anticipating the antecedents of feedback-seeking behavior in digital environments: a socio-technical system perspective

2023

Journal Article

How platform-based internet hospital innovation affects doctors’ active stress coping efforts: The conservation of resource theory perspective

Zhang, Xi, Wei, Xin, Zhang, Te, Tan, Yahe, Xu, Dongming and Ordóñez de Pablos, Patricia (2023). How platform-based internet hospital innovation affects doctors’ active stress coping efforts: The conservation of resource theory perspective. Technovation, 121 102556, 1-23. doi: 10.1016/j.technovation.2022.102556

How platform-based internet hospital innovation affects doctors’ active stress coping efforts: The conservation of resource theory perspective

2022

Journal Article

Adapting new learners and new resources to micro open learning via online computation

Sun, Geng, Wei, Wei, Cui, Tingru, Xu, Dongming, Chen, Shiping, Shvonski, Alex, Li, Li, Shen, Jun and Garshasbi, Soheila (2022). Adapting new learners and new resources to micro open learning via online computation. IEEE Transactions on Computational Social Systems, 9 (6), 1807-1819. doi: 10.1109/TCSS.2022.3210406

Adapting new learners and new resources to micro open learning via online computation

2022

Journal Article

From computer vision to short text understanding: applying similar approaches into different disciplines

Lin, Jiayin, Sun, Geng, Shen, Jun, Pritchard, David E., Yu, Ping, Cui, Tingru, Xu, Dongming, Li, Li and Beydoun, Ghassan (2022). From computer vision to short text understanding: applying similar approaches into different disciplines. Intelligent and Converged Networks, 3 (2), 161-172. doi: 10.23919/icn.2022.0010

From computer vision to short text understanding: applying similar approaches into different disciplines

2022

Journal Article

Digital business transformation in innovation and entrepreneurship

Sedera, Darshana, Tan, Chee-Wee and Xu, Dongming (2022). Digital business transformation in innovation and entrepreneurship. Information and Management, 59 (3) 103620, 1-3. doi: 10.1016/j.im.2022.103620

Digital business transformation in innovation and entrepreneurship

2022

Journal Article

How do mobile social apps matter for college students’ satisfaction in group-based learning? The mediation of collaborative learning

Wang, Xuyan, Zhang, Renyu, Wang, Xiaojiong, Xu, Dongming and Tian, Fangqing (2022). How do mobile social apps matter for college students’ satisfaction in group-based learning? The mediation of collaborative learning. Frontiers in Psychology, 13 795660, 795660. doi: 10.3389/fpsyg.2022.795660

How do mobile social apps matter for college students’ satisfaction in group-based learning? The mediation of collaborative learning

2022

Conference Publication

Uncovering Digital Platform Generativity: A Systematic Literature Review

Sun, Jiamei, Xu, Dongming and Shi, Yunfei (2022). Uncovering Digital Platform Generativity: A Systematic Literature Review. 33rd Australasian Conference on Information Systems (ACIS), Melbourne, VIC Australia, 4-7 December 2022. Atlanta, GA United States: Association for Information Systems.

Uncovering Digital Platform Generativity: A Systematic Literature Review

2021

Journal Article

Effects of information quality on information adoption on social media review platforms: moderating role of perceived risk

Jiang, Guoyin, Liu, Fen, Liu, Wenping, Liu, Shan, Chen, Yufeng and Xu, Dongming (2021). Effects of information quality on information adoption on social media review platforms: moderating role of perceived risk. Data Science and Management, 1 (1), 13-22. doi: 10.1016/j.dsm.2021.02.004

Effects of information quality on information adoption on social media review platforms: moderating role of perceived risk

2021

Journal Article

Strong tie or weak tie? Exploring the impact of group-formation gamification mechanisms on user emotional anxiety in social commerce

Li, Manning, Xu, Dongming, Ma, Guanghui and Guo, Qianqian (2021). Strong tie or weak tie? Exploring the impact of group-formation gamification mechanisms on user emotional anxiety in social commerce. Behaviour and Information Technology, 41 (11), 1-30. doi: 10.1080/0144929X.2021.1917661

Strong tie or weak tie? Exploring the impact of group-formation gamification mechanisms on user emotional anxiety in social commerce

2020

Journal Article

Refinement and augmentation for data in micro open learning activities with an evolutionary rule generator

Sun, Geng, Lin, Jiayin, Shen, Jun, Cui, Tingru, Xu, Dongming and Kayastha, Mahesh (2020). Refinement and augmentation for data in micro open learning activities with an evolutionary rule generator. British Journal of Educational Technology, 51 (5) bjet.12997, 1843-1863. doi: 10.1111/bjet.12997

Refinement and augmentation for data in micro open learning activities with an evolutionary rule generator

2020

Conference Publication

Deep sequence labelling model for information extraction in micro learning service

Lin, Jiayin, Zhou, Zhexuan, Sun, Geng, Shen, Jun, Pritchard, David, Cui, Tingru, Xu, Dongming, Li, Li and Beydoun, Ghassan (2020). Deep sequence labelling model for information extraction in micro learning service. 2020 International Joint Conference on Neural Networks (IJCNN), Glasgow, United Kingdom, 19-24 July 2020. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/IJCNN48605.2020.9206606

Deep sequence labelling model for information extraction in micro learning service

2020

Conference Publication

Attention-Based High-Order Feature Interactions to Enhance the Recommender System for Web-Based Knowledge-Sharing Service

Lin, Jiayin, Sun, Geng, Shen, Jun, Cui, Tingru, Pritchard, David, Xu, Dongming, Li, Li, Wei, Wei, Beydoun, Ghassan and Chen, Shiping (2020). Attention-Based High-Order Feature Interactions to Enhance the Recommender System for Web-Based Knowledge-Sharing Service. 21st International Conference of Web Information Systems Engineering – WISE 2020, Amsterdam, Netherlands, 20–24 October 2020. Heidelberg, Germany: Springer. doi: 10.1007/978-3-030-62005-9_33

Attention-Based High-Order Feature Interactions to Enhance the Recommender System for Web-Based Knowledge-Sharing Service

2020

Conference Publication

Deep-Cross-Attention Recommendation Model for Knowledge Sharing Micro Learning Service

Lin, Jiayin, Sun, Geng, Shen, Jun, Pritchard, David, Cui, Tingru, Xu, Dongming, Li, Li, Beydoun, Ghassan and Chen, Shiping (2020). Deep-Cross-Attention Recommendation Model for Knowledge Sharing Micro Learning Service. International Conference on Artificial Intelligence in Education AIED 2020, Ifrane, Morocco, 6–10 July 2020. Heidelberg, Germany: Springer. doi: 10.1007/978-3-030-52240-7_31

Deep-Cross-Attention Recommendation Model for Knowledge Sharing Micro Learning Service

2020

Conference Publication

Tri-factors of IT-enabled service innovation success and failure

Lin, Yanpei, Xu, Dongming and Tan, Chee-Wee (2020). Tri-factors of IT-enabled service innovation success and failure. 40th International Conference on Information Systems, ICIS 2019, Munich, Germany, 15-18 December 2019. Atlanta, GA United States: Association for Information Systems.

Tri-factors of IT-enabled service innovation success and failure

2020

Conference Publication

Evolutionary learner profile optimization using rare and negative association rules for micro open learning

Sun, Geng, Lin, Jiayin, Shen, Jun, Cui, Tingru, Xu, Dongming and Chen, Huaming (2020). Evolutionary learner profile optimization using rare and negative association rules for micro open learning. 16th International Conference on Intelligent Tutoring Systems (ITS), Online, 8-12 June 2020. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-49663-0_54

Evolutionary learner profile optimization using rare and negative association rules for micro open learning

2019

Journal Article

From ideal to reality: segmentation, annotation, and recommendation, the vital trajectory of intelligent micro learning

Lin, Jiayin, Sun, Geng, Cui, Tingru, Shen, Jun, Xu, Dongming, Beydoun, Ghassan, Yu, Ping, Pritchard, David, Li, Li and Chen, Shiping (2019). From ideal to reality: segmentation, annotation, and recommendation, the vital trajectory of intelligent micro learning. World Wide Web-Internet and Web Information Systems, 23 (3), 1747-1767. doi: 10.1007/s11280-019-00730-9

From ideal to reality: segmentation, annotation, and recommendation, the vital trajectory of intelligent micro learning

Funding

Current funding

  • 2023 - 2026
    Empowering Australia's Visual Arts via Creative Blockchain Opportunities (ARC Linkage Project administered by the University of Wollongong)
    University of Wollongong
    Open grant

Past funding

  • 2018 - 2022
    Smart micro learning with open education resources (ARC Discovery Project administered by the University of Wollongong)
    University of Wollongong
    Open grant
  • 2008 - 2010
    Ontology design for anti-money laundering in a complex world
    UQ Early Career Researcher
    Open grant
  • 2005 - 2006
    Integration of Knowledge Management and eLearning
    UQ New Staff Research Start-Up Fund
    Open grant

Supervision

Availability

Associate Professor Dongming Xu is:
Available for supervision

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Supervision history

Current supervision

  • Doctor Philosophy

    Blockchain-Based Digital Publishing: Safeguarding Intellectual Property and Provenance in Australia's Visual Arts Sector

    Associate Advisor

    Other advisors: Dr Avijit Sengupta

Completed supervision

Media

Enquiries

Contact Associate Professor Dongming Xu directly for media enquiries about:

  • eBusiness
  • eCommerce
  • IT Innovation
  • IT Start-ups

Need help?

For help with finding experts, story ideas and media enquiries, contact our Media team:

communications@uq.edu.au