資訊管理研究所

研究成果

每年研究成果 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 更多
  • 7 Chapter
  • 6 Conference article
  • 1 Comment/debate
  • 1 Editorial

每年研究成果

每年研究成果

搜尋結果

• 2022

  Learning class-imbalanced data with region-impurity synthetic minority oversampling technique

  Li, D. C., Wang, S. Y., Huang, K. C. & Tsai, T. I., 2022 8月, 於: Information sciences. 607, p. 1391-1407 17 p.

  研究成果: Article › 同行評審

  • Impurities 100%
  • Oversampling 89%
  • Learning 58%
  • Minorities 53%
  • Classifiers 45%
  14 引文 斯高帕斯（Scopus）

• Linear Approximation of F-Measure for the Performance Evaluation of Classification Algorithms on Imbalanced Data Sets

  Wong, T. T., 2022 2月 1, 於: IEEE Transactions on Knowledge and Data Engineering. 34, 2, p. 753-763 11 p.

  研究成果: Article › 同行評審

  • Classification Algorithm 100%
  • Linear Approximation 77%
  • Set theory 44%
  • Sampling Distribution 31%
  • Sampling 24%
  10 引文 斯高帕斯（Scopus）

• More than feelings? How Facebook reaction icons affect online users' behavioral intentions toward online health rumor posts

  Hou, J. R. & Kankham, S., 2022 11月 2, 於: Internet Research. 32, 6, p. 1978-2002 25 p.

  研究成果: Article › 同行評審

  • Behavioral Intention 100%
  • Rumor 81%
  • Facebook 79%
  • rumor 79%
  • Icon 59%
  5 引文 斯高帕斯（Scopus）

• New Product Short-Term Demands Forecasting with Boxplot-Based Fractional Grey Prediction Model

  Li, D. C., Huang, W. K. & Lin, Y. S., 2022 5月 1, 於: Applied Sciences (Switzerland). 12, 10, 5131.

  研究成果: Article › 同行評審

  開啟存取

  • forecasting 100%
  • Error 64%
  • products 55%
  • predictions 46%
  • commodities 14%
  5 引文 斯高帕斯（Scopus）

• Reducing download delay for cooperative caching in small cell network

  Wang, Y. T., Cai, Y. Z., Chen, L. A., Lin, S. J., Liu, R. S. & Tsai, M. H., 2022 2月, 於: Wireless Networks. 28, 2, p. 587-602 16 p.

  研究成果: Article › 同行評審

  • Base stations 100%
  • Mobile computing 24%
  1 引文 斯高帕斯（Scopus）

• Seamless learning for oral presentations: designing for performance needs

  Barrett, N. E., Liu, G. Z. & Wang, H. C., 2022, 於: Computer Assisted Language Learning. 35, 3, p. 551-576 26 p.

  研究成果: Article › 同行評審

  • Oral Presentations 100%
  • Instructor 79%
  • Students 51%
  • instructor 36%
  • performance 31%
  11 引文 斯高帕斯（Scopus）

• SentCite: a sentence-level citation recommender based on the salient similarity among multiple segments

  Wang, H. C., Cheng, J. W. & Yang, C. T., 2022 5月, 於: Scientometrics. 127, 5, p. 2521-2546 26 p.

  研究成果: Article › 同行評審

  • neural network 100%
  • Recurrent neural networks 87%
  • Convolutional neural networks 76%
  • Big data 75%
  • time 29%
  2 引文 斯高帕斯（Scopus）

• Student perceptions of a mobile learning application for English Oral Presentations: the case of EOPA

  Barrett, N. E., Liu, G. Z. & Wang, H. C., 2022, 於: Computer Assisted Language Learning. 35, 9, p. 2476-2501 26 p.

  研究成果: Article › 同行評審

  • Mobile Learning 100%
  • Student Perceptions 82%
  • Oral Presentations 77%
  • Students 39%
  • Application programs 24%
  15 引文 斯高帕斯（Scopus）

• The changes in feeling of loneliness after retirement among baby boomers and pre-boomers in Taiwan: Do work-family conflict before retirement and social engagement after retirement matter?

  Chiao, C., Kuo, P. H., Li, D. C. & Hu, S. C., 2022 12月, 於: SSM - Population Health. 20, 101264.

  研究成果: Article › 同行評審

  開啟存取

  • Loneliness 100%
  • Retirement 94%
  • family work 85%
  • retirement 75%
  • baby 74%
  4 引文 斯高帕斯（Scopus）

• The influence of supervisor proactivity on perceived job demands and job outcomes among information technology subordinates in IT-related service projects

  Lin, Y. L. & Wang, W. T., 2022 12月 7, 於: Information Technology and People. 35, 7, p. 2193-2218 26 p.

  研究成果: Article › 同行評審

  • job demand 100%
  • Supervisory personnel 94%
  • Information technology 72%
  • information technology 59%
  • Job satisfaction 51%
  2 引文 斯高帕斯（Scopus）

• Using community information for natural disaster alerts

  Chen, C. C. & Wang, H. C., 2022 10月, 於: Journal of Information Science. 48, 5, p. 718-732 15 p.

  研究成果: Article › 同行評審

  • natural disaster 100%
  • Disasters 99%
  • disaster 90%
  • social media 56%
  • Drought 23%
  4 引文 斯高帕斯（Scopus）

• Validation of coding algorithms for identifying people with viral hepatitis using claims data according to different standard references

  Sheu, M. J., Chin, T. W., Ku, F. P., Li, C. Y., Li, S. T. & Lu, T. H., 2022 12月, 於: BMC infectious diseases. 22, 1, 222.

  研究成果: Article › 同行評審

  開啟存取

  • Hepatitis B virus 100%
  • Hepatitis 97%
  • Hepacivirus 95%
  • Outpatients 33%
  • Medical Records 12%
  3 引文 斯高帕斯（Scopus）

• “Value for money?” Exploring the consumer experience on shared accommodation platforms: evidence from online reviews in China

  Zhuo, X. & Wang, W. T., 2022 6月 10, 於: Journal of Hospitality and Tourism Technology. 13, 3, p. 542-558 17 p.

  研究成果: Article › 同行評審

  • Consumer Experience 100%
  • Online Reviews 98%
  • Value for Money 96%
  • Accommodation 84%
  • price 69%
  12 引文 斯高帕斯（Scopus）
• 2021

  Adapting topic map and social influence to the personalized hybrid recommender system

  Wang, H. C., Jhou, H. T. & Tsai, Y. S., 2021 10月, 於: Information sciences. 575, p. 762-778 17 p.

  研究成果: Article › 同行評審

  • Topic Maps 100%
  • Social Influence 83%
  • Hybrid Systems 55%
  • Recommender systems 48%
  • Scalability 24%
  17 引文 斯高帕斯（Scopus）

• A generative adversarial network structure for learning with small numerical data sets

  Li, D. C., Chen, S. C., Lin, Y. S. & Huang, K. C., 2021 11月 1, 於: Applied Sciences (Switzerland). 11, 22, 10823.

  研究成果: Article › 同行評審

  開啟存取

  • Energy Consumption 100%
  • learning 98%
  • Network architecture 84%
  • Machine learning 66%
  • Liver 54%
  5 引文 斯高帕斯（Scopus）

• A method of music autotagging based on audio and lyrics

  Wang, H. C., Syu, S. W. & Wongchaisuwat, P., 2021, (Accepted/In press) 於: Multimedia Tools and Applications.

  研究成果: Article › 同行評審

  • Multi-task learning 100%
  • Deep learning 66%
  • Feature extraction 57%
  • Recurrent neural networks 38%
  • Recommender systems 37%
  8 引文 斯高帕斯（Scopus）

• An integrated theoretical investigation of healthcare students’ perceived compatibility using online learning systems on their learning performance

  Wang, W. T. & Lin, Y. L., 2021, 於: Journal of Internet Technology. 22, 1, p. 143-155 13 p.

  研究成果: Article › 同行評審

  • Learning systems 100%
  • Students 72%
  • Teaching 14%
  • Education 13%
  6 引文 斯高帕斯（Scopus）

• An Integrated View of Information Feedback, Game Quality, and Autonomous Motivation for Evaluating Game-Based Learning Effectiveness

  Liu, Y. C., Wang, W. T. & Lee, T. L., 2021 3月, 於: Journal of Educational Computing Research. 59, 1, p. 3-40 38 p.

  研究成果: Article › 同行評審

  • Learning systems 100%
  • Feedback 92%
  • Students 72%
  • learning 50%
  • self-determination 27%
  28 引文 斯高帕斯（Scopus）

• Evaluating Factors Influencing Knowledge-Sharing Behavior of Students in Online Problem-Based Learning

  Wang, W. T. & Lin, Y. L., 2021 6月 25, 於: Frontiers in Psychology. 12, 691755.

  研究成果: Article › 同行評審

  開啟存取

  • Problem-Based Learning 100%
  • Students 53%
  • knowledge 49%
  • Internship and Residency 47%
  • internship 46%
  15 引文 斯高帕斯（Scopus）

• Exploring the development of entrepreneurial identity in a learning-by-doing entrepreneurial project environment

  Chen, S. H., Wang, W. T. & Lu, C. T., 2021, 於: Education and Training. 63, 5, p. 679-700 22 p.

  研究成果: Article › 同行評審

  • Learning-by-doing 100%
  • Entrepreneurial Teams 83%
  • Task Characteristics 49%
  • entrepreneurship 34%
  • Entrepreneurship 29%
  11 引文 斯高帕斯（Scopus）

• Firm capability assessment via the BSC and DEA

  Lin, C., Ting, S. F., Lee, L. & Lin, S. T., 2021 3月 2, 於: Industrial Management and Data Systems. 121, 3, p. 567-593 27 p.

  研究成果: Article › 同行評審

  • Firm Capabilities 100%
  • Resources and Capabilities 61%
  • Organizational Capabilities 60%
  • Performance Indicators 43%
  • Fuzzy set theory 33%
  12 引文 斯高帕斯（Scopus）

• Fuzzy k-nearest neighbors with monotonicity constraints: Moving towards the robustness of monotonic noise

  González, S., García, S., Li, S. T., John, R. & Herrera, F., 2021 6月 7, 於: Neurocomputing. 439, p. 106-121 16 p.

  研究成果: Article › 同行評審

  開啟存取

  • Datasets 28%
  15 引文 斯高帕斯（Scopus）

• Knowledge management based on information technology in response to COVID-19 crisis

  Wang, W. T. & Wu, S. Y., 2021, 於: Knowledge Management Research and Practice. 19, 4, p. 468-474 7 p.

  研究成果: Article › 同行評審

  • Crisis Management 100%
  • Knowledge Management 97%
  • Knowledge management 76%
  • knowledge management 68%
  • Health Care Organization 65%
  57 引文 斯高帕斯（Scopus）

• Knowledge Sharing Among Healthcare Practitioners: Identifying the Psychological and Motivational Facilitating Factors

  Wu, S. Y., Wang, W. T. & Hsiao, M. H., 2021 12月 14, 於: Frontiers in Psychology. 12, 736277.

  研究成果: Article › 同行評審

  開啟存取

  • Healthcare 100%
  • Ownership 88%
  • Psychology 88%
  • knowledge 83%
  • Delivery of Health Care 78%
  5 引文 斯高帕斯（Scopus）

• Multinomial naïve Bayesian classifier with generalized Dirichlet priors for high-dimensional imbalanced data

  Wong, T. T. & Tsai, H. C., 2021 9月 27, 於: Knowledge-Based Systems. 228, 107288.

  研究成果: Article › 同行評審

  • Dirichlet 100%
  • Classifiers 52%
  • Random forests 13%
  • Computational efficiency 11%
  • Performance 9%
  8 引文 斯高帕斯（Scopus）

• The advertising communication effectiveness of using netizen language code-switching in Facebook ads

  Kuo, Y. F., Hou, J. R. & Hsieh, Y. H., 2021 11月, 於: Internet Research. 31, 5, p. 1940-1962 23 p.

  研究成果: Article › 同行評審

  • language code 100%
  • Advertising Communication 95%
  • Facebook 81%
  • Marketing 62%
  • facebook 60%
  5 引文 斯高帕斯（Scopus）

• The effects of anchoring on backers' pledge in reward-based crowdfunding: evidence from Taiwanese market

  Kuo, Y. F., Lin, C. H. & Hou, J. R., 2021 3月 10, 於: Internet Research. 31, 2, p. 635-653 19 p.

  研究成果: Article › 同行評審

  • Anchoring 100%
  • Crowdfunding 95%
  • Reward 80%
  • reward 71%
  • fundraising 69%
  10 引文 斯高帕斯（Scopus）

• The Impact of Coating Ingredients on the Aging Resistance of Topcoat Paints by Model Trees

  Wong, T. T. & Hung, S. H., 2021 1月, 於: Advances in Technology Innovation. 6, 1, p. 39-46 8 p.

  研究成果: Article › 同行評審

  • Resin 100%
  • Paint 95%
  • Pigments 88%
  • coating 72%
  • Aging of materials 69%

• The impact of using a cloud supply chain on organizational performance

  Lin, M., Lin, C. & Chang, Y. S., 2021 1月 12, 於: Journal of Business and Industrial Marketing. 36, 1, p. 97-110 14 p.

  研究成果: Article › 同行評審

  • Supply Chain Management System 100%
  • Organizational Performance 63%
  • Cycle Time 49%
  • Supply Chain 45%
  • Managers 42%
  13 引文 斯高帕斯（Scopus）

• Variations in case definition algorithms in diabetes-related studies using Taiwan National Health Insurance claims data

  Ku, F. P., Li, S. T., Li, C. Y. & Lui, T. H., 2021 12月 1, 於: Taiwan Journal of Public Health. 40, 6, p. 725-733 9 p.

  研究成果: Article › 同行評審

  • insurance claim 100%
  • health insurance 68%
  • chronic illness 65%
  • Taiwan 55%
  • diagnostic 42%
  2 引文 斯高帕斯（Scopus）
• 2020

  A Fuzzy-based Approach for Improving Accuracy of Grey Forecasting Models

  Tsai, T-I., Yeh, C. W., Lin, L-S., Che-jung, C. & Li, D-C., 2020, 於: Journal of Grey System. 32, 3, p. 21-33

  研究成果: Article › 同行評審

• An empirical study on the learning outcomes of e-learning measures in taiwanese small and medium-sized enterprises (SMEs) based on the perspective of goal orientation theory

  Li, D. C. & Tsai, C. Y., 2020 6月 1, 於: Sustainability (Switzerland). 12, 12, 5054.

  研究成果: Article › 同行評審

  開啟存取

  • small and medium-sized enterprise 100%
  • electronic learning 54%
  • learning 52%
  • Personnel 49%
  • employee 45%
  4 引文 斯高帕斯（Scopus）

• An envelopment learning procedure for improving prediction accuracies of grey models

  Chen, C. C., Chang, C. J., Zhuang, Z. Y. & Li, D. C., 2020 1月, 於: Computers and Industrial Engineering. 139, 106185.

  研究成果: Article › 同行評審

  • Time series 100%
  • Integrated circuits 53%
  • Uncertainty 36%
  • Industry 25%
  11 引文 斯高帕斯（Scopus）

• Antecedents of employees' goal orientation and the effects of goal orientation on E-learning outcomes: The roles of intra-organizational environment

  Li, D. C. & Tsai, C. Y., 2020 6月 1, 於: Sustainability (Switzerland). 12, 11, 4759.

  研究成果: Article › 同行評審

  開啟存取

  • E-learning 100%
  • learning 61%
  • Personnel 57%
  • employee 53%
  • electronic learning 36%
  12 引文 斯高帕斯（Scopus）

• Automatic paper writing based on a RNN and the TextRank algorithm

  Wang, H. C., Hsiao, W. C. & Chang, S. H., 2020 12月, 於: Applied Soft Computing Journal. 97, 106767.

  研究成果: Article › 同行評審

  • Deep learning 100%
  • Text mining 64%
  20 引文 斯高帕斯（Scopus）

• Defective Recognition with MTD-based Non-Equigap Grey Models

  Lin, Y. S., Li, D-C., Chien-chih, C. & Chen, H-Y., 2020, 於: Journal of Grey System. 32, 3, p. 11-20

  研究成果: Article › 同行評審

• Exploring differences in competitive performance based on Miles and Snow's strategy typology for the semiconductor industry

  Lin, C., Chiu, Y. W., Chen, W. C. & Ting, S. F., 2020 6月 22, 於: Industrial Management and Data Systems. 120, 6, p. 1125-1148 24 p.

  研究成果: Article › 同行評審

  • Snow 100%
  • Semiconductor Industry 94%
  • Semiconductor materials 73%
  • Performance Evaluation 62%
  • Top Management 37%
  11 引文 斯高帕斯（Scopus）

• Hybrid classification algorithms based on instance filtering

  Wong, T. T., Yang, N. Y. & Chen, G. H., 2020 5月, 於: Information sciences. 520, p. 445-455 11 p.

  研究成果: Article › 同行評審

  • Classification Algorithm 100%
  • Hybrid Algorithm 89%
  • Filtering 69%
  • High Accuracy 23%
  • Proof by induction 23%
  8 引文 斯高帕斯（Scopus）

• Incorporating monotonic domain knowledge in support vector learning for data mining regression problems

  Chuang, H. C., Chen, C. C. & Li, S. T., 2020 8月 1, 於: Neural Computing and Applications. 32, 15, p. 11791-11805 15 p.

  研究成果: Article › 同行評審

  • Support vector regression 100%
  • Data mining 70%
  • Quadratic programming 31%
  • Experiments 10%
  7 引文 斯高帕斯（Scopus）

• Learning from others via team conflicts: Exploring the impact of individual entrepreneurial characteristics on the construction of entrepreneurial identity

  Wang, W. T., Lai, W. Y. & Lu, C. T., 2020 2月 4, 於: International Journal of Entrepreneurial Behaviour and Research. 26, 2, p. 373-396 24 p.

  研究成果: Article › 同行評審

  • Learning-by-doing 100%
  • Entrepreneurial Teams 77%
  • Entrepreneurship 67%
  • Task Conflict 38%
  • Entrepreneurial Learning 37%
  6 引文 斯高帕斯（Scopus）

• NoteSum: An integrated note summarization system by using text mining algorithms

  Wang, H. C., Chen, W. F. & Lin, C. Y., 2020 3月, 於: Information sciences. 513, p. 536-552 17 p.

  研究成果: Article › 同行評審

  • Text Mining 100%
  • Summarization 89%
  • Text mining 69%
  • Module 44%
  • Students 44%
  8 引文 斯高帕斯（Scopus）

• Reliable Accuracy Estimates from k-Fold Cross Validation

  Wong, T. T. & Yeh, P. Y., 2020 8月 1, 於: IEEE Transactions on Knowledge and Data Engineering. 32, 8, p. 1586-1594 9 p., 8698831.

  研究成果: Article › 同行評審

  • Cross-validation 100%
  • Replication 49%
  • Estimate 40%
  • Statistical methods 37%
  • Classification Algorithm 25%
  485 引文 斯高帕斯（Scopus）

• Robust data collection for energy-harvesting wireless sensor networks

  Liu, R. S. & Chen, Y. C., 2020 2月 11, 於: Computer Networks. 167, 107025.

  研究成果: Article › 同行評審

  • Energy harvesting 100%
  • Renewable energy resources 78%
  • Wireless sensor networks 76%
  • Sensor nodes 44%
  • Sampling 34%
  12 引文 斯高帕斯（Scopus）

• Spam detection and high-quality features to analyse question –answer pairs

  Wang, H. C., Chiang, Y. H. & Lin, S. T., 2020 12月 12, 於: Electronic Library. 38, 5-6, p. 1013-1033 21 p.

  研究成果: Article › 同行評審

  • Logistic regression 100%
  • Recurrent neural networks 93%
  • Convolutional neural networks 81%
  • Deep learning 80%
  • Macros 40%
  4 引文 斯高帕斯（Scopus）

• The evolution of knowledge navigator model: The construction and application of KNM 2.0

  Hsieh, P. J., Lin, C. & Chang, S., 2020 6月 15, 於: Expert Systems With Applications. 148, 113209.

  研究成果: Article › 同行評審

  • Knowledge management 100%
  • Industrial plants 6%
  • Big data 6%
  • Websites 6%
  • Industry 3%
  9 引文 斯高帕斯（Scopus）

• Validity of ICD-10-CM codes used to identify patients with chronic hepatitis B and C virus infection in administrative claims data from the Taiwan national health insurance outpatient claims dataset

  Sheu, M. J., Liang, F. W., Li, S. T., Li, C. Y. & Lu, T. H., 2020, 於: Clinical Epidemiology. 12, p. 185-192 8 p.

  研究成果: Article › 同行評審

  開啟存取

  • Chronic Hepatitis B 100%
  • Chronic Hepatitis C 97%
  • Hepatitis B virus 90%
  • Hepacivirus 86%
  • Datasets 73%
  13 引文 斯高帕斯（Scopus）

• Weighted-additive fuzzy multi-choice goal programming (WA-FMCGP) for supporting renewable energy site selection decisions

  Hocine, A., Zhuang, Z. Y., Kouaissah, N. & Li, D. C., 2020 9月 1, 於: European Journal of Operational Research. 285, 2, p. 642-654 13 p.

  研究成果: Article › 同行評審

  • Renewable Energy 100%
  • Goal Programming 78%
  • Site Selection 72%
  • Renewable energy resources 44%
  • Programming Model 21%
  39 引文 斯高帕斯（Scopus）
• 2019

  Application of Big Data in a Multicategory Product-Service System for Global Logistics Support

  Lin, C. & Lin, M., 2019 10月 1, 於: IEEE Engineering Management Review. 47, 4, p. 108-118 11 p., 8901213.

  研究成果: Article › 同行評審

  • Product-service Systems 100%
  • Big Data 79%
  • Logistics 72%
  • Big data 72%
  • Data Analytics 52%
  8 引文 斯高帕斯（Scopus）

• A symbolic convergence perspective for examining employee knowledge sharing behaviors in company-hosted virtual communities

  Wang, W. T. & Hung, H. H., 2019 4月 1, 於: Information Resources Management Journal. 32, 2, p. 1-27 27 p.

  研究成果: Article › 同行評審

  • virtual community 100%
  • Virtual Community 97%
  • Knowledge Sharing 72%
  • employee 59%
  • Communities of Practice 54%
  2 引文 斯高帕斯（Scopus）

• Building robust models for small data containing nominal inputs and continuous outputs based on possibility distributions

  Li, D. C., Shi, Q. S. & Chen, H. Y., 2019 10月 1, 於: International Journal of Machine Learning and Cybernetics. 10, 10, p. 2805-2822 18 p.

  研究成果: Article › 同行評審

  • Experiments 100%
  2 引文 斯高帕斯（Scopus）