Institute of Information Management

Research output

Research output per year 1984 2002 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2018 2019 2020 2021 2022 2023 2024 2024

• 414 Article
• 71 Conference contribution
• 10 Paper
• 10 Review article
• 15 More
  • 7 Chapter
  • 6 Conference article
  • 1 Comment/debate
  • 1 Editorial

Research output per year

Research output per year

Search results

• 2024

  A Method for Generating Course Test Questions Based on Natural Language Processing and Deep Learning

  Wang, H. C., Chiang, Y. H. & Chen, I. F., 2024 May, In: Education and Information Technologies. 29, 7, p. 8843-8865 23 p.

  Research output: Contribution to journal › Article › peer-review

  • examination 100%
  • learning 97%
  • teaching materials 59%
  • performance 53%
  • bank 52%
  1 Citation (Scopus)

• Analysis of Factors Influencing We-Intention in Healthcare Applications Based on the AISAS Model

  Ding, M. Y. & Wang, W. T., 2024, In: International Journal of Human-Computer Interaction. 40, 10, p. 2560-2577 18 p.

  Research output: Contribution to journal › Article › peer-review

  • Healthcare 100%
  • Model structures 22%
  • Taiwan 18%
  • China 12%

• APPLYING JUSTICE THEORY TO INVESTIGATE THE EFFECTS OF CONSUMER COMPLAINTS AND OPPORTUNISTIC INTENTION ON BRAND REPUTATION AND CONSUMER REPURCHASE BEHAVIOR

  Nugroho, A. & Wang, W. T., 2024, In: Journal of Electronic Commerce Research. 25, 1, p. 18-40 23 p.

  Research output: Contribution to journal › Article › peer-review

  • Consumer Complaints 100%
  • Justice Theory 99%
  • Consumer behavior 99%
  • Brand Reputation 93%
  • Repurchase 82%

• A recurrent stick breaking topic model for argument stance detection

  Wang, H. C., Putra, C. D. & Wu, C. Y., 2024 Apr, In: Multimedia Tools and Applications. 83, 13, p. 38241-38266 26 p.

  Research output: Contribution to journal › Article › peer-review

  • Recurrent neural networks 100%
  • Websites 82%
  • Costs 36%

• AsCDPR: a novel framework for ratings and personalized preference hotel recommendation using cross-domain and aspect-based features

  Wang, H. C., Justitia, A. & Wang, C. W., 2024 Apr 15, In: Data Technologies and Applications. 58, 2, p. 293-317 25 p.

  Research output: Contribution to journal › Article › peer-review

  • Hotels 100%
  • rating 60%
  • Multilayer neural networks 42%
  • Factorization 41%
  • Long short-term memory 23%
  2 Citations (Scopus)

• A Trustworthy Automated Short-Answer Scoring System Using a New Dataset and Hybrid Transfer Learning Method

  Maslim, M., Wang, H. C., Putra, C. D. & Prabowo, Y. D., 2024, In: International Journal of Interactive Multimedia and Artificial Intelligence. 8, 5, p. 37-45 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Hybrid Learning 100%
  • Transfer Learning 90%
  • Scoring 57%
  • Transfer learning 57%
  • Students 28%

• CA-CD: context-aware clickbait detection using new Chinese clickbait dataset with transfer learning method

  Wang, H. C., Maslim, M. & Liu, H. Y., 2024 Apr 15, In: Data Technologies and Applications. 58, 2, p. 243-266 24 p.

  Research output: Contribution to journal › Article › peer-review

  • Transfer learning 100%
  • learning method 82%
  • news 62%
  • Semantics 57%
  • semantics 53%
  1 Citation (Scopus)

• Credibility of Youtube product reviews and customers' product return intention: a product fit uncertainty perspective

  Nugroho, A. & Wang, W. T., 2024 May 6, In: Information Technology and People. 37, 4, p. 1560-1586 27 p.

  Research output: Contribution to journal › Article › peer-review

  • credibility 100%
  • customer 94%
  • uncertainty 81%
  • Uncertainty 67%
  • Customer satisfaction 37%
  2 Citations (Scopus)

• Enhancing students’ online collaborative PBL learning performance in the context of coauthoring-based technologies: A case of wiki technologies

  Lin, Y. L. & Wang, W. T., 2024 Feb, In: Education and Information Technologies. 29, 2, p. 2303-2328 26 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • learning performance 100%
  • learning 30%
  • learning behavior 25%
  • student 22%
  • social capital 19%

• Enterprise Implementation of Educational Technology: Exploring Employee Learning Behavior in E-Learning Environments

  Tsai, C. Y. & Li, D. C., 2024 Feb, In: Sustainability (Switzerland). 16, 4, 1679.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Educational technology 100%
  • E-learning 88%
  • learning behavior 76%
  • educational technology 67%
  • learning 54%

• Examining the Effect of the Task-Technology Fit of Game Mechanisms on Learning Outcomes in Online Gamification Platforms

  Wang, W. T. & Kartika Sari, M., 2024 Jan, In: Journal of Educational Computing Research. 61, 8, p. 32-59 28 p.

  Research output: Contribution to journal › Article › peer-review

  • Gamification 100%
  • Educational technology 37%
  • teaching aids 31%
  • learning performance 27%
  • learning 25%
  1 Citation (Scopus)

• Follow and spread the word: the effects of avatars and message framing in promoting fact checking posts on social media

  Hou, J. R. & Kankham, S., 2024 May 6, In: Information Technology and People. 37, 4, p. 1717-1752 36 p.

  Research output: Contribution to journal › Article › peer-review

  • social media 100%
  • facial expression 77%
  • Uncertainty 39%
  • facebook 19%
  • uncertainty 15%
  2 Citations (Scopus)

• Personalized time-sync comment generation based on a multimodal transformer

  Wang, H. C., Maslim, M. & Hong, W. T., 2024 Apr, In: Multimedia Systems. 30, 2, 105.

  Research output: Contribution to journal › Article › peer-review

  • Synchronization 100%
  • Entertainment 34%
  • Internet 10%

• Semi-meta-supervised hate speech detection

  Putra, C. D. & Wang, H. C., 2024 Mar 5, In: Knowledge-Based Systems. 287, 111386.

  Research output: Contribution to journal › Article › peer-review

  • Deep Learning 100%
  • Deep learning 81%
  • Learning Strategies 37%
  • Learning Model 36%
  • Experiment 29%
  1 Citation (Scopus)

• The effects of students’ self-efficacy, self-regulated learning strategy, perceived and actual learning effectiveness: A digital game-based learning system

  Lin, Y. L., Wang, W. T. & Hsieh, M. J., 2024, (Accepted/In press) In: Education and Information Technologies.

  Research output: Contribution to journal › Article › peer-review

  • learning strategy 100%
  • self-efficacy 87%
  • learning 37%
  • student 26%
  • cognitive theory 17%
  1 Citation (Scopus)

• Why are physicians willing to contribute knowledge? Evidence from online health communities

  Zhuo, X. & Wang, W. T., 2024 Mar, In: Computers in Human Behavior. 152, 108095.

  Research output: Contribution to journal › Article › peer-review

  • physician 100%
  • Health 96%
  • Public Health 93%
  • Physicians 93%
  • health 60%
  2 Citations (Scopus)
• 2023

  Adapting the influences of publishers to perform news event detection

  Chen, C. C. & Wang, H. C., 2023 Oct, In: Journal of Information Science. 49, 5, p. 1277-1292 16 p.

  Research output: Contribution to journal › Article › peer-review

  • news 100%
  • event 76%
  • public policy 11%
  • trend 7%
  • performance 6%
  2 Citations (Scopus)

• Analysis of the social interaction of perceived problem-based learning performance in internship courses

  Lin, Y. L. & Wang, W. T., 2023 Feb, In: Journal of Computer Assisted Learning. 39, 1, p. 194-209 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Problem-Based Learning 100%
  • learning performance 96%
  • internship 89%
  • Nursing 87%
  • nursing 53%
  7 Citations (Scopus)

• A question–answer generation system for an asynchronous distance learning platform

  Wang, H. C., Maslim, M. & Kan, C. H., 2023 Sept, In: Education and Information Technologies. 28, 9, p. 12059-12088 30 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • distance learning 100%
  • electronic learning 86%
  • learning 34%
  • Teaching 26%
  • teacher 25%
  3 Citations (Scopus)

• Consumer switching behavior to an augmented reality (AR) beauty product application: Push-pull mooring theory framework

  Nugroho, A. & Wang, W. T., 2023 May, In: Computers in Human Behavior. 142, 107646.

  Research output: Contribution to journal › Article › peer-review

  • Augmented Reality 100%
  • Consumer Behavior 97%
  • consumption behavior 80%
  • Mooring 77%
  • beauty 73%
  31 Citations (Scopus)

• Decision Support from Financial Disclosures with Deep Reinforcement Learning Considering Different Countries and Exchange Rates †

  Cheng, Y. H. & Wang, H. C., 2023, In: Engineering Proceedings. 55, 1, 63.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Reinforcement learning 100%
  • Wages 22%
  • Financial markets 20%
  • Artificial intelligence 14%

• Development of a Visual Search Service Effectiveness Scale for Assessing Image Search Effectiveness: A Behavioral and Technological Perspective

  Nurrosyidah, A. & Wang, W. T., 2023, (Accepted/In press) In: International Journal of Human-Computer Interaction.

  Research output: Contribution to journal › Article › peer-review

  • Factor analysis 100%
  • performance 7%
  • information-seeking behavior 6%
  • development theory 6%
  • functionality 5%
  1 Citation (Scopus)

• Does Computer-Mediated Communication Competence Enrich Social Capital? The Mediating Role of Social Networks Sites

  Le, T. K. H., Nguyen, M. T. & Li, S. T., 2023, In: International Journal of Human-Computer Interaction. 39, 10, p. 2048-2060 13 p.

  Research output: Contribution to journal › Article › peer-review

  • computer-mediated communication 100%
  • social capital 77%
  • social network 67%
  • Communication 43%
  • world population 16%
  1 Citation (Scopus)

• Effects of Social Connection on Dual Attitudes and Continuance Intentions of Using Social Media

  Chen, S. H., Wang, W. T. & Wang, Y. J., 2023, (Accepted/In press) In: International Journal of Human-Computer Interaction.

  Research output: Contribution to journal › Article › peer-review

  • social media 100%
  • equivalence 65%
  • group cohesion 60%
  • theory-practice 22%
  • Group 6%

• ENVIRONMENTAL REGULATION, REGIONAL INNOVATION and URBAN POLLUTION CONTROL. EMPIRICAL EVIDENCE from the YANGTZE RIVER DELTA

  Chiu, Y. W., Chen, H. & Li, S. T., 2023 Sept 1, In: Environmental Engineering and Management Journal. 22, 9, p. 1587-1594 8 p.

  Research output: Contribution to journal › Article › peer-review

  • Pollution control 100%
  • Environmental regulations 95%
  • urban pollution 90%
  • Environmental Pollution 85%
  • environmental regulation 84%

• Examining students’ perceived reasoning skills in wiki-based PBL internship courses

  Lin, Y. L. & Wang, W. T., 2023, In: Australasian Journal of Educational Technology. 39, 3, p. 58-74 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • internship 100%
  • learning 33%
  • student 23%
  • commitment 17%
  • Group 15%
  1 Citation (Scopus)

• Exploring the effect of improved learning performance: A mobile augmented reality learning system

  Wang, W. T., Lin, Y. L. & Lu, H. E., 2023 Jun, In: Education and Information Technologies. 28, 6, p. 7509-7541 33 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • learning performance 100%
  • learning 30%
  • student 8%
  • experiment 5%
  • questionnaire 4%
  11 Citations (Scopus)

• Exploring the effects of relationship quality and c-commerce behavior on firms' dynamic capability and c-commerce performance in the supply chain management context

  Wang, W. T., Lin, Y. L. & Chen, T. J., 2023 Jan, In: Decision Support Systems. 164, 113865.

  Research output: Contribution to journal › Article › peer-review

  • Collaborative Commerce 100%
  • Firm Dynamics 84%
  • Supply chain management 81%
  • Relationship Quality 71%
  • Dynamic Capabilities 66%
  13 Citations (Scopus)

• Forecasting vault cash with an extreme value long short-term memory network

  Hsu, M. L., Hsu, H. C. & Li, S. T., 2023, (Accepted/In press) In: Asia Pacific Management Review.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Extreme Values 100%
  • Cash 67%
  • Time Series Data 47%
  • Customer Service Management 25%
  • Sliding Window 25%

• Generating virtual samples to improve learning performance in small datasets with non-linear and asymmetric distributions

  Lin, L. S., Lin, Y. S. & Li, D. C., 2023 Sept 1, In: Neurocomputing. 548, 126408.

  Research output: Contribution to journal › Article › peer-review

  • Datasets 100%
  • Learning 92%
  • Newton-Raphson method 55%
  • Gaussian distribution 28%
  • Liquid crystal displays 27%
  1 Citation (Scopus)

• Impacts of online-community-based collaborative learning on project scope appropriateness and stakeholder management

  Wang, W. T. & Chen, L. J., 2023, (Accepted/In press) In: Behaviour and Information Technology.

  Research output: Contribution to journal › Article › peer-review

  • stakeholder management 100%
  • Interdisciplinary Placement 96%
  • Collaborative Learning 86%
  • Online Communities 71%
  • internet community 66%

• Improved learning performance for small datasets in high dimensions by new dual-net model for non-linear interpolation virtual sample generation

  Lin, L. S., Lin, Y. S., Li, D. C. & Liu, Y. H., 2023 Sept, In: Decision Support Systems. 172, 113996.

  Research output: Contribution to journal › Article › peer-review

  • Nonlinear Dynamics 100%
  • Interpolation 93%
  • learning performance 84%
  • Datasets 60%
  • Learning 56%
  2 Citations (Scopus)

• Integrating technical indicators, chip factors and stock news for enhanced stock price predictions: A multi-kernel approach

  Wang, H. C., Hsiao, W. C. & Liou, R. S., 2023, (Accepted/In press) In: Asia Pacific Management Review.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Kernel 100%
  • News 69%
  • Prediction 67%
  • Stock Prices 66%
  • Factors 28%
  2 Citations (Scopus)

• Knowledge management in data-driven business models during the digital transformation of healthcare organisations

  Wu, S. Y. & Wang, W. T., 2023, In: Knowledge Management Research and Practice. 21, 5, p. 983-993 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Knowledge Management 100%
  • Digital Transformation 81%
  • Knowledge management 78%
  • knowledge management 70%
  • Health Care Organization 66%
  1 Citation (Scopus)

• Mega trend diffusion-siamese network oversampling for imbalanced datasets’ SVM classification

  Lin, L. S., Lin, Y. S., Li, D. C. & Chen, Y. T., 2023 Aug, In: Applied Soft Computing. 143, 110406.

  Research output: Contribution to journal › Article › peer-review

  • Support vector machines 100%
  • Machine learning 20%
  • Membership functions 14%
  3 Citations (Scopus)

• PICTURES THAT ARE WORTH A THOUSAND DONATIONS: HOW EMOTIONS IN PROJECT IMAGES DRIVE THE SUCCESS OF ONLINE CHARITY FUNDRAISING CAMPAIGNS? AN IMAGE DESIGN PERSPECTIVE

  Hou, J. R., Zhang, J. & Zhang, K., 2023 Jun, In: MIS Quarterly: Management Information Systems. 47, 2, p. 535-584 50 p.

  Research output: Contribution to journal › Article › peer-review

  • Nonprofit organization 100%
  • Fund Raising 77%
  • Donation 72%
  • Charity 67%
  • Emotion 52%
  14 Citations (Scopus)

• Spiritual leadership influence on employee creative service performance: a moderated mediation analysis

  Chiu, Y. W., Amin, M. W., Li, S. T. & Ali, M., 2023 Dec, In: BMC psychology. 11, 1, 262.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • mediation 100%
  • Occupational Groups 86%
  • employee 85%
  • leadership 77%
  • performance 55%

• The effects of game quality and cognitive loads on students’ learning performance in mobile game-based learning contexts: The case of system analysis education

  Liu, Y. C., Wang, W. T. & Huang, W. H., 2023 Dec, In: Education and Information Technologies. 28, 12, p. 16285-16310 26 p.

  Research output: Contribution to journal › Article › peer-review

  • systems analysis 100%
  • learning performance 95%
  • learning 29%
  • education 26%
  • student 21%
  2 Citations (Scopus)

• The long-term effects of dual caregiving on the caregivers’ well-being among middle-aged and older adults in Taiwan

  Hsu, W. C., Huang, N. C., Li, D. C. & Hu, S. C., 2023, In: Aging and Mental Health. 27, 6, p. 1190-1197 8 p.

  Research output: Contribution to journal › Article › peer-review

  • Caregivers 86%
  • Depression 53%
  • Life Expectancy 20%
  • Activities of Daily Living 20%
  • Buffers 18%

• The service attributes of robo-advisors: a choice-based conjoint analysis

  Hou, J. R., Li, Y. H. & Kankham, S., 2023, (Accepted/In press) In: Information Technology and People.

  Research output: Contribution to journal › Article › peer-review

  • customer 100%
  • Education 64%
  • assistance 52%
  • fee 27%
  • risk-neutral 25%
  1 Citation (Scopus)
• 2022

  A Boundary-Information-Based Oversampling Approach to Improve Learning Performance for Imbalanced Datasets

  Li, D. C., Shi, Q. S., Lin, Y. S. & Lin, L. S., 2022 Mar, In: Entropy. 24, 3, 322.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Oversampling 100%
  • learning 77%
  • Learning 64%
  • Classifiers 50%
  • Performance 42%

• A crowdsourced dynamic repositioning strategy for public bike sharing systems

  Wang, I. L. & Hou, C. T., 2022 Mar, In: Numerical Algebra, Control and Optimization. 12, 1, p. 31-46 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Trucks 88%
  • Strategy 66%
  • Integer programming 50%
  • Random forests 50%
  • Demand Forecasting 44%
  2 Citations (Scopus)

• A new approach to generating virtual samples to enhance classification accuracy with small data-a case of bladder cancer

  Lin, L. S., Hu, S. C., Lin, Y. S., Li, D. C. & Siao, L. R., 2022, In: Mathematical Biosciences and Engineering. 19, 6, p. 6204-6233 30 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • urinary bladder neoplasms 100%
  • Bladder Cancer 99%
  • Urinary Bladder Neoplasms 62%
  • sampling 23%
  • Datasets 19%
  5 Citations (Scopus)

• A Novel Classification Method Based on a Two-Phase Technique for Learning Imbalanced Text Data

  Li, D. C., Chen, S. C., Lin, Y. S. & Hsu, W. Y., 2022 Mar, In: Symmetry. 14, 3, 567.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • learning 100%
  • Text 85%
  • Learning 83%
  • Support vector machines 73%
  • Costs 34%
  1 Citation (Scopus)

• Apply big data analytics for forecasting the prices of precious metals futures to construct a hedging strategy for industrial material procurement

  Li, S. T., Chiu, K. C. & Wu, C. C., 2022, (Accepted/In press) In: Managerial and Decision Economics.

  Research output: Contribution to journal › Article › peer-review

  • Precious metals 100%
  • Hedging Strategies 86%
  • Data Analytics 83%
  • Big Data 75%
  • Big data 68%
  2 Citations (Scopus)

• Automatic content curation of news events

  Wang, H. C., Chen, C. C. & Li, T. W., 2022 Mar, In: Multimedia Tools and Applications. 81, 8, p. 10445-10467 23 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Hidden Markov models 100%
  • Search engines 99%
  • Internet 67%
  3 Citations (Scopus)

• Establish a patent risk prediction model for emerging technologies using deep learning and data augmentation

  Chi, Y. C. & Wang, H. C., 2022 Apr, In: Advanced Engineering Informatics. 52, 101509.

  Research output: Contribution to journal › Article › peer-review

  • Deep learning 100%
  • Public utilities 26%
  • Long short-term memory 21%
  • Text mining 21%
  • Convolutional neural networks 16%
  16 Citations (Scopus)

• Exploring knowledge sharing behavior in healthcare organizations: an integrated perspective of the empowerment theory and self-determination theory

  Wu, S. Y., Wang, W. T. & Hsieh, Y. H., 2022 Jul 22, In: Kybernetes. 51, 8, p. 2529-2553 25 p.

  Research output: Contribution to journal › Article › peer-review

  • Knowledge Sharing 100%
  • Power (Psychology) 65%
  • Healthcare 57%
  • self-determination 44%
  • empowerment 38%
  16 Citations (Scopus)

• Exploring social networking sites and problem-based learning in healthcare education in Taiwan: a difference analysis

  Wang, W. T. & Lin, Y. L., 2022 Feb 22, In: Kybernetes. 51, 3, p. 1231-1249 19 p.

  Research output: Contribution to journal › Article › peer-review

  • Social Networking 100%
  • Problem-based Learning 98%
  • Wikis 78%
  • Taiwan 77%
  • Healthcare 62%
  4 Citations (Scopus)

• Exploring the Relationship between Conflict Management and Transformational Leadership Behaviors for the Success of ERP Customization

  Wang, W. T., Luo, M. C. & Chang, Y. M., 2022, In: Information Systems Management. 39, 2, p. 177-200 24 p.

  Research output: Contribution to journal › Article › peer-review

  • Enterprise resource planning 100%
  • conflict management 95%
  • leadership 53%
  • planning 49%
  • commercial enterprise 40%
  6 Citations (Scopus)