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

• 2019

  Chain based sampling for monotonic imbalanced classification

  González, S., García, S., Li, S. T. & Herrera, F., 2019 2月, 於: Information sciences. 474, p. 187-204 18 p.

  研究成果: Article › 同行評審

  • Monotonicity 100%
  • Sampling 98%
  • Monotonic 93%
  • Chain 71%
  • Set theory 45%
  21 引文 斯高帕斯（Scopus）

• Developing and validating a mobile catering app success model

  Wang, Y. S., Tseng, T. H., Wang, W. T., Shih, Y. W. & Chan, P. Y., 2019 1月, 於: International Journal of Hospitality Management. 77, p. 19-30 12 p.

  研究成果: Article › 同行評審

  • Apps 100%
  • Electronic Word-of-mouth 52%
  • User Satisfaction 49%
  • Perceived Value 44%
  • electronic commerce 42%
  133 引文 斯高帕斯（Scopus）

• Do reviewers’ words affect predicting their helpfulness ratings? Locating helpful reviewers by linguistics styles

  Li, S. T., Pham, T. T. & Chuang, H. C., 2019 1月, 於: Information and Management. 56, 1, p. 28-38 11 p.

  研究成果: Article › 同行評審

  • Rating 100%
  • Social Relations 99%
  • Linguistics 97%
  • Prediction Model 52%
  • Prediction 42%
  49 引文 斯高帕斯（Scopus）

• Extrapolation-based grey model for small-data-set forecasting

  Chang, C. J., Li, D. C., Chen, C. C. & Chen, W. C., 2019 1月 1, 於: Economic Computation and Economic Cybernetics Studies and Research. 53, 1, p. 171-182 12 p.

  研究成果: Article › 同行評審

  開啟存取

  • Grey Model 92%
  • Extrapolation 69%
  • Forecasting 65%
  • Thin-film Transistor 39%
  • Set theory 36%
  8 引文 斯高帕斯（Scopus）

• Investigating the effects of psychological empowerment and interpersonal conflicts on employees’ knowledge sharing intentions

  Wang, W. T., Wang, Y. S. & Chang, W. T., 2019 8月 14, 於: Journal of Knowledge Management. 23, 6, p. 1039-1076 38 p.

  研究成果: Article › 同行評審

  • Power (Psychology) 100%
  • Psychological Empowerment 93%
  • Knowledge Sharing 62%
  • Personnel 54%
  • Task Conflict 36%
  60 引文 斯高帕斯（Scopus）

• Personal research idea recommendation using research trends and a hierarchical topic model

  Wang, H. C., Hsu, T. T. & Sari, Y., 2019 12月 1, 於: Scientometrics. 121, 3, p. 1385-1406 22 p.

  研究成果: Article › 同行評審

  • trend 100%
  • search engine 23%
  • performance 23%
  • popularity 22%
  • semantics 20%
  9 引文 斯高帕斯（Scopus）

• Reducing Signal Overload by Disconnection Tolerant Voice Service in Heterogeneous Networks

  Lin, C. Y., Chang, H. L., Wu, M. T., Cai, Y. Z., Wang, Y. T., Chen, L. A., Tsai, M. H. & Liu, R. S., 2019, 於: IEEE Access. 7, p. 332-346 15 p., 8565853.

  研究成果: Article › 同行評審

  開啟存取

  • Wi-Fi 100%
  • Heterogeneous networks 94%
  • Long Term Evolution (LTE) 86%
  • Simulation 57%
  • Analytical models 25%

• The determinants of using cloud supply chain adoption

  Lin, C. & Lin, M., 2019 2月 21, 於: Industrial Management and Data Systems. 119, 2, p. 351-366 16 p.

  研究成果: Article › 同行評審

  • Source Credibility 100%
  • Cloud Computing 86%
  • Perceived Usefulness 79%
  • Supply chains 77%
  • Cloud computing 68%
  24 引文 斯高帕斯（Scopus）

• The impact of inertia and user satisfaction on the continuance intentions to use mobile communication applications: A mobile service quality perspective

  Wang, W. T., Ou, W. M. & Chen, W. Y., 2019 2月, 於: International Journal of Information Management. 44, p. 178-193 16 p.

  研究成果: Article › 同行評審

  • Mobile Communication 100%
  • Inertia 69%
  • Mobile Services 67%
  • User Satisfaction 64%
  • Intention to Use 61%
  183 引文 斯高帕斯（Scopus）

• Use of multi-lexicons to analyse semantic features for summarization of touring reviews

  Wang, H. C., Chiang, Y. H. & Sun, Y. F., 2019 5月 15, 於: Electronic Library. 37, 1, p. 185-206 22 p.

  研究成果: Article › 同行評審

  • Hotels 100%
  • Sentiment analysis 68%
  • semantics 66%
  • Semantics 56%
  • systems analysis 38%
  6 引文 斯高帕斯（Scopus）

• Using virtual samples to improve learning performance for small datasets with multimodal distributions

  Li, D. C., Lin, L. S., Chen, C. C. & Yu, W. H., 2019 11月 1, 於: Soft Computing. 23, 22, p. 11883-11900 18 p.

  研究成果: Article › 同行評審

  • Learning 100%
  • Performance 65%
  • Support vector regression 64%
  • Normal distribution 60%
  • Learning algorithms 45%
  15 引文 斯高帕斯（Scopus）

• Weighted Random Forests for Evaluating Financial Credit Risk

  Wong, T. T. & Yeh, S. J., 2019, 於: Proceedings of Engineering and Technology Innovation. 13, p. 1-9 9 p.

  研究成果: Article › 同行評審

  • Random forests 100%
  • Risk analysis 51%
  • Decision trees 45%
  • Set theory 30%
  3 引文 斯高帕斯（Scopus）
• 2018

  Aggregating predictions of multi-models for the small dataset learning tasks in the TFT-LCD process

  Li, D. C. & Chen, H. Y., 2018 2月 1, 於: International Journal of Advanced Manufacturing Technology. 94, 5-8, p. 2281-2291 11 p.

  研究成果: Article › 同行評審

  • Liquid crystal displays 100%
  • Thin film transistors 29%
  • Membership functions 24%
  • Product development 23%
  • Agglomeration 20%
  3 引文 斯高帕斯（Scopus）

• A new grey prediction model for the return material authorization process in the TFT-LCD industry

  Li, D. C., Yeh, C. W., Chen, C. C. & Wang, Y. T., 2018 5月 1, 於: International Journal of Advanced Manufacturing Technology. 96, 5-8, p. 2149-2160 12 p.

  研究成果: Article › 同行評審

  • Thin film transistors 100%
  • Liquid crystal displays 84%
  • Industry 34%
  • Life cycle 15%
  • Customer satisfaction 10%
  3 引文 斯高帕斯（Scopus）

• A scalable and robust approach to demand side management for smart grids with uncertain renewable power generation and bi-directional energy trading

  Liu, R. S. & Hsu, Y. F., 2018 4月, 於: International Journal of Electrical Power and Energy Systems. 97, p. 396-407 12 p.

  研究成果: Article › 同行評審

  • Demand side management 100%
  • Smart power grids 76%
  • Power generation 67%
  • Electricity 58%
  • Renewable energy resources 31%
  43 引文 斯高帕斯（Scopus）

• Automatic meeting summarization and topic detection system

  Huang, T. C., Hsieh, C. H. & Wang, H. C., 2018 8月 20, 於: Data Technologies and Applications. 52, 3, p. 351-365 15 p.

  研究成果: Article › 同行評審

  • Application programming interfaces (API) 100%
  • Speech recognition 99%
  • Application programs 95%
  • Personnel 80%
  • human resources 49%
  14 引文 斯高帕斯（Scopus）

• Considering social information in constructing research topic maps

  Wang, H. C., Chiang, Y. H. & Huang, Y. T., 2018, 於: Electronic Library. 36, 2, p. 220-236 17 p.

  研究成果: Article › 同行評審

  • Knowledge management 100%
  • Ontology 74%
  • Visualization 67%
  • Information analysis 57%
  • knowledge management 47%
  2 引文 斯高帕斯（Scopus）

• Constructing patent maps using text mining to sustainably detect potential technological opportunities

  Wang, H. C., Chi, Y. C. & Hsin, P. L., 2018 10月 17, 於: Sustainability (Switzerland). 10, 10, 3729.

  研究成果: Article › 同行評審

  開啟存取

  • Text mining 100%
  • patent 97%
  • Visualization 44%
  • Word processing 41%
  • Intellectual property 35%
  11 引文 斯高帕斯（Scopus）

• How internal attributions affect knowledge sharing behavior

  Lekhawipat, W., Wei, Y. H. & Lin, C., 2018 5月 18, 於: Journal of Knowledge Management. 22, 4, p. 867-886 20 p.

  研究成果: Article › 同行評審

  • Latent Class Analysis 100%
  • Lenses 79%
  • Attribution 70%
  • Knowledge Sharing 67%
  • Personnel 59%
  31 引文 斯高帕斯（Scopus）

• Latent-Function-Based Residual Discrete Grey Model for Short-Term Demand Forecasting

  Chang, C. J., Dai, W. L., Li, D. C. & Chen, C. C., 2018 4月 3, 於: Cybernetics and Systems. 49, 3, p. 170-180 11 p.

  研究成果: Article › 同行評審

  • Thin film transistors 100%
  • Liquid crystal displays 84%
  • Backpropagation 73%
  • Managers 67%
  • Topology 53%
  2 引文 斯高帕斯（Scopus）

• Learning from small datasets containing nominal attributes

  Li, D. C., Chen, H. Y. & Shi, Q. S., 2018 5月 24, 於: Neurocomputing. 291, p. 226-236 11 p.

  研究成果: Article › 同行評審

  • Machine Learning 100%
  • Datasets 70%
  • Learning 64%
  • Machine learning 64%
  • Support Vector Machine 54%
  8 引文 斯高帕斯（Scopus）

• Rebuilding sample distributions for small dataset learning

  Li, D. C., Lin, W. K., Chen, C. C., Chen, H. Y. & Lin, L. S., 2018 1月, 於: Decision Support Systems. 105, p. 66-76 11 p.

  研究成果: Article › 同行評審

  • Rebuilding 100%
  • Bagging 90%
  • Datasets 71%
  • Learning 66%
  • Sampling 63%
  31 引文 斯高帕斯（Scopus）

• Time effect of disconfirmation on online shopping

  Lin, C., Wei, Y. H. & Lekhawipat, W., 2018 1月 2, 於: Behaviour and Information Technology. 37, 1, p. 87-101 15 p.

  研究成果: Article › 同行評審

  • Shopping 100%
  • purchase 79%
  • customer 75%
  • Motivation 69%
  • time 30%
  14 引文 斯高帕斯（Scopus）

• Using an attribute conversion approach for sample generation to learn small data with highly uncertain features

  Li, D. C., Shi, Q. S. & Li, M. D., 2018 7月 18, 於: International Journal of Production Research. 56, 14, p. 4954-4967 14 p.

  研究成果: Article › 同行評審

  • Thin film transistors 100%
  • Liquid crystal displays 84%
  • Engineers 54%
  • Support vector regression 45%
  • Product development 39%
  3 引文 斯高帕斯（Scopus）
• 2017

  Answer selection and expert finding in community question answering services: A question answering promoter

  Wang, H. C., Yang, C. T. & Yen, Y. H., 2017, 於: Program. 51, 1, p. 17-34 18 p.

  研究成果: Article › 同行評審

  開啟存取

  • Hierarchical clustering 100%
  • Refining 83%
  • Websites 73%
  • Internet 58%
  • expert 54%
  13 引文 斯高帕斯（Scopus）

• Dependency Analysis of Accuracy Estimates in k-Fold Cross Validation

  Wong, T. T. & Yang, N. Y., 2017 11月 1, 於: IEEE Transactions on Knowledge and Data Engineering. 29, 11, p. 2417-2427 11 p., 8012491.

  研究成果: Article › 同行評審

  • Cross-validation 100%
  • Statistical methods 74%
  • Estimate 40%
  • Overlapping 23%
  • Dependent 22%
  117 引文 斯高帕斯（Scopus）

• Detecting representative data and generating synthetic samples to improve learning accuracy with imbalanced data sets

  Li, D. C., Hu, S. C., Lin, L. S. & Yeh, C. W., 2017 8月, 於: PloS one. 12, 8, e0181853.

  研究成果: Article › 同行評審

  開啟存取

  • Datasets 100%
  • Learning 92%
  • Vibrissae 33%
  • Data Mining 30%
  • Normal Distribution 29%
  31 引文 斯高帕斯（Scopus）

• Graphical Representations of Mortality Data with Confidence Intervals

  Lu, T. H., Li, S. T. & Yin, W. H., 2017 3月 1, 於: Circulation: Cardiovascular Quality and Outcomes. 10, 3, e002763.

  研究成果: Article › 同行評審

• Oppositional brand loyalty in online brand communities: Perspectives on social identity theory and consumer-brand relationship

  Kuo, Y. F. & Hou, J. R., 2017, 於: Journal of Electronic Commerce Research. 18, 3, p. 254-268 15 p.

  研究成果: Article › 同行評審

  • Consumer-brand Relationships 100%
  • Latent Class Analysis 94%
  • Brand Community 91%
  • Social Identity Theory 90%
  • Brand Loyalty 79%
  45 引文 斯高帕斯（Scopus）

• Parametric methods for comparing the performance of two classification algorithms evaluated by k-fold cross validation on multiple data sets

  Wong, T. T., 2017 5月 1, 於: Pattern Recognition. 65, p. 97-107 11 p.

  研究成果: Article › 同行評審

  • Sampling 100%
  • Set theory 91%
  • Statistics 53%
  56 引文 斯高帕斯（Scopus）

• The attribute-trend-similarity method to improve learning performance for small datasets

  Li, D. C., Lin, W. K., Lin, L. S., Chen, C. C. & Huang, W. T., 2017 4月 3, 於: International Journal of Production Research. 55, 7, p. 1898-1913 16 p.

  研究成果: Article › 同行評審

  • Learning algorithms 100%
  • Support vector regression 70%
  • Membership functions 62%
  • Linear regression 60%
  • Backpropagation 56%
  18 引文 斯高帕斯（Scopus）
• 2016

  Achieving a firm’s competitive advantage through dynamic capability

  Lin, C. & Tsai, H. L., 2016 7月 4, 於: Baltic Journal of Management. 11, 3, p. 260-285 26 p.

  研究成果: Article › 同行評審

  • Dynamic Capabilities 100%
  • Competitive Advantage 66%
  • Top Management 35%
  • Leverage 30%
  • Implementing Strategy 26%
  22 引文 斯高帕斯（Scopus）

• An algorithmic game approach for demand side management in smart grid with distributed renewable power generation and storage

  Liu, R. S., 2016, 於: Energies. 9, 8, 654.

  研究成果: Article › 同行評審

  開啟存取

  • Smart Grid 100%
  • Electricity 73%
  • Demand side management 67%
  • Demand 53%
  • Smart power grids 51%
  10 引文 斯高帕斯（Scopus）

• An analysis of the current status and utilization of government health and welfare open data in Taiwan

  Han, P. H., Li, S. T., Hsu, M. H. & Lu, T. H., 2016 8月, 於: Taiwan Journal of Public Health. 35, 4, p. 395-405 11 p.

  研究成果: Article › 同行評審

  • Taiwan 84%
  • utilization 80%
  • Datasets 80%
  • welfare 75%
  • Health 49%
  2 引文 斯高帕斯（Scopus）

• An efficient algorithm to maintain the discovered frequent sequences with record deletion

  Lin, J. C. W., Gan, W., Hong, T. P., Chen, H. Y. & Li, S. T., 2016 4月 20, 於: Intelligent Data Analysis. 20, 3, p. 655-677 23 p.

  研究成果: Article › 同行評審

  • Sequential Patterns 100%
  • Efficient Algorithms 77%
  • Mining 27%
  • Safety 25%
  • Customers 22%
  4 引文 斯高帕斯（Scopus）

• An efficient parameter estimation method for generalized Dirichlet priors in naïve Bayesian classifiers with multinomial models

  Wong, T. T. & Liu, C. R., 2016 12月 1, 於: Pattern Recognition. 60, p. 62-71 10 p.

  研究成果: Article › 同行評審

  • Parameter estimation 100%
  • Classifiers 76%
  • Covariance matrix 27%
  • Computational efficiency 26%
  • Statistics 20%
  7 引文 斯高帕斯（Scopus）

• A novel data transformation model for small data-set learning

  Li, D. C., Wen, I. H. & Chen, W. C., 2016 12月 16, 於: International Journal of Production Research. 54, 24, p. 7453-7463 11 p.

  研究成果: Article › 同行評審

  • Data Transformation 100%
  • Transformation Model 99%
  • Normal distribution 74%
  • Sample Size 54%
  • Liquid crystal displays 36%
  7 引文 斯高帕斯（Scopus）

• Does reliable information matter? Towards a trustworthy co-created recommendation model by mining unboxing reviews

  Li, S. T., Pham, T. T., Chuang, H. C. & Wang, Z. W., 2016 2月 1, 於: Information Systems and e-Business Management. 14, 1, p. 71-99 29 p.

  研究成果: Article › 同行評審

  • Decision making 100%
  • Latent Class Analysis 88%
  • Cellular telephones 66%
  • Industry 30%
  • Experiments 24%
  11 引文 斯高帕斯（Scopus）

• Enhanced Particle Swarm Optimization With Self-Adaptation Based On Fitness-Weighted Acceleration Coefficients

  Wang, H. C. & Yang, C. T., 2016 1月 2, 於: Intelligent Automation and Soft Computing. 22, 1, p. 97-110 14 p.

  研究成果: Article › 同行評審

  • Self-adaptation 100%
  • Particle Swarm Optimization Algorithm 94%
  • Particle swarm optimization (PSO) 49%
  • Coefficient 29%
  • Adaptability 28%
  5 引文 斯高帕斯（Scopus）

• Enhanced particle swarm optimization with self-adaptation on entropy-based inertia weight

  Wang, H. C. & Yang, C. T., 2016 2月, 於: IEICE Transactions on Information and Systems. E99D, 2, p. 324-331 8 p.

  研究成果: Article › 同行評審

  • Entropy 100%
  • Particle swarm optimization (PSO) 99%
  3 引文 斯高帕斯（Scopus）

• Examining the Influence of the Social Cognitive Factors and Relative Autonomous Motivations on Employees' Knowledge Sharing Behaviors

  Wang, W. T., 2016 6月 1, 於: Decision Sciences. 47, 3, p. 404-436 33 p.

  研究成果: Article › 同行評審

  開啟存取

  • Cognitive Factors 100%
  • Knowledge Sharing 65%
  • Personnel 57%
  • Employees 36%
  • Latent Class Analysis 32%
  33 引文 斯高帕斯（Scopus）

• The effect of online peer assessment in engineering education: A quasi-experimental study

  Wang, H. C., Hsieh, Y. J. & Chen, W. F., 2016, 於: International Journal of Engineering Education. 32, 1, p. 199-208 10 p.

  研究成果: Article › 同行評審

  • Engineering education 100%
  • Systems analysis 63%
  • engineering 50%
  • Students 46%
  • RSS 28%
  8 引文 斯高帕斯（Scopus）

• The stickiness intention of group-buying websites: The integration of the commitment–trust theory and e-commerce success model

  Wang, W. T., Wang, Y. S. & Liu, E. R., 2016 7月 1, 於: Information and Management. 53, 5, p. 625-642 18 p.

  研究成果: Article › 同行評審

  • Buying Groups 100%
  • Stickiness 97%
  • Websites 64%
  • Electronic Commerce 59%
  • Web Sites 57%
  306 引文 斯高帕斯（Scopus）

• Using a diffusion wavelet neural network for short-term time series learning in the wafer level chip scale package process

  Li, D. C., Yeh, C. W., Chen, C. C. & Shih, H. T., 2016 12月 1, 於: Journal of Intelligent Manufacturing. 27, 6, p. 1261-1272 12 p.

  研究成果: Article › 同行評審

  • Chip scale packages 100%
  • Time series 59%
  • Neural networks 41%
  • Metallic films 38%
  • Multilayer films 34%
  2 引文 斯高帕斯（Scopus）
• 2015

  A feature selection approach for automatic e-book classification based on discourse segmentation

  Guo, J. L., Wang, H. C. & Lai, M. W., 2015 2月 2, 於: Program. 49, 1, p. 2-22 21 p.

  研究成果: Article › 同行評審

  • segmentation 100%
  • Feature extraction 69%
  • discourse 48%
  • Text processing 27%
  • Support vector machines 18%
  4 引文 斯高帕斯（Scopus）

• A novel gray forecasting model based on the box plot for small manufacturing data sets

  Chang, C. J., Li, D. C., Huang, Y. H. & Chen, C. C., 2015 6月 4, 於: Applied Mathematics and Computation. 265, p. 400-408 9 p.

  研究成果: Article › 同行評審

  • Box plot 100%
  • Forecasting 72%
  • Manufacturing 71%
  • Model-based 57%
  • Grey Model 41%
  90 引文 斯高帕斯（Scopus）

• A patent-based study of the relationships among technological portfolio, ambidextrous innovation, and firm performance

  Lin, C. & Chang, C. C., 2015 11月 26, 於: Technology Analysis and Strategic Management. 27, 10, p. 1193-1211 19 p.

  研究成果: Article › 同行評審

  • Patents 100%
  • Innovation Performance 92%
  • Firm Performance 74%
  • Innovation 71%
  • Moderator 29%
  34 引文 斯高帕斯（Scopus）

• A Regularized Monotonic Fuzzy Support Vector Machine Model for Data Mining With Prior Knowledge

  Li, S. T. & Chen, C. C., 2015 10月, 於: IEEE Transactions on Fuzzy Systems. 23, 5, p. 1713-1727 15 p., 6965607.

  研究成果: Article › 同行評審

  • Prior Knowledge 93%
  • Data Mining 91%
  • Monotonic 78%
  • Monotonicity 66%
  • Data mining 65%
  43 引文 斯高帕斯（Scopus）

• Developing an assessment framework for managing sustainability programs: A Analytic Network Process approach

  Lin, C., Madu, C. N., Kuei, C. H., Tsai, H. L. & Wang, K. N., 2015 4月 1, 於: Expert Systems With Applications. 42, 5, p. 2488-2501 14 p.

  研究成果: Article › 同行評審

  • Sustainable development 100%
  • Environmental protection 96%
  • Industry 49%
  • Economics 35%
  • Supply chain management 35%
  55 引文 斯高帕斯（Scopus）

• Effects of firm size and geographical proximity on different models of interaction between university and firm: A case study

  Lin, T. C., Kung, S. F. & Wang, H. C., 2015, 於: Asia Pacific Management Review. 20, 2, p. 90-99 10 p.

  研究成果: Article › 同行評審

  • Geographical Proximity 100%
  • Firm Size 58%
  • Interaction 36%
  • Small and Medium-sized Enterprises (SMEs) 25%
  • Technology Transfer 23%
  8 引文 斯高帕斯（Scopus）