Department of Information Management

Projects

Projects per year 2015 2015 2016 2017 2018 2019 2020 2021 2024

• 6 Not started
• 18 Active
• 70 Finished

Projects per year

Search results

• Finished

  探索病歷表現型–發展醫療大數據中的疾病發展歷程探勘方法與模組(4/5)

  Tseng, Y.

  1/02/21 → 31/01/22

  Project: Research

  • Health 100%
  • Big data 53%
  • Data Analytics 27%
  • Pipelines 12%
  • Clinical research 11%

• 探索病歷表現型– 發展醫療大數據中的疾病發展歷程探勘方法與模組(3/5)

  Tseng, Y.

  1/02/21 → 30/04/21

  Project: Research

• 以長者人權、需求層次理論與活躍老化觀點為核心打造之整合性AI社區長者整體照護模式(3/5)

  Tseng, H.

  1/02/21 → 31/01/22

  Project: Research

  • Taiwan 100%
  • notifications 44%
  • artificial intelligence 39%
  • recipient 33%
  • health care 28%

• On the Study of Implementing Trusted Route for Software-Defined eXchange(1/3)

  Tsai, P.

  1/10/20 → 30/09/21

  Project: Research

  • Software defined networking 100%
  • Information services 24%
  • Network management 24%
  • Network security 23%
  • Computer networks 22%

• 在市場競爭環境下分析數位內容開發之協同生產策略與投資配置議題

  Jhang-Li, J.

  1/08/20 → 31/07/21

  Project: Research

• Transformer-Based Models for Open Dialogue Systems(1/2)

  Ke, S.

  1/08/20 → 31/07/21

  Project: Research

  • Open systems 100%
  • Marketing 20%
  • Neural networks 13%

• Selecting Data for Labeling under Cost/Resource Constraint(3/3)

  Chen, Y.

  1/08/20 → 31/07/21

  Project: Research

  • Labeling 100%
  • Labels 87%
  • Classifiers 72%
  • Costs 50%
  • Tides 20%

• Interaction Effects between Discretization and Data Cleaning Techniques Including Feature Selection, Instance Selection, and Missing Value Imputation(2/3)

  Tsai, C.

  1/08/20 → 31/07/21

  Project: Research

  • Cleaning 100%
  • Feature extraction 35%
  • Decision trees 14%
  • Data mining 12%

• An Intelligent Recommendation System Based on Deep Learning and Matrix Factorization(2/3)

  Chen, Y.

  1/08/20 → 31/07/21

  Project: Research

  • Recommender systems 100%
  • Factorization 79%
  • Deep learning 35%

• Research of Intelligent Detection and Verification of Online Health Rumors

  Hsu, W.

  1/08/20 → 31/12/21

  Project: Research

  • Health care 100%
  • Health 72%
  • Artificial intelligence 43%
  • Education 41%
  • Personnel 37%

• Impulsive Pledging Behavior in Crowdfunding Platforms: Conceptualization, Scale Development, and Validation

  Chou, E.

  1/08/20 → 31/07/21

  Project: Research

  • customer 100%
  • experience 71%
  • citizenship 67%
  • funding 59%
  • entrepreneur 54%

• A Study on the Intention to Disclose Location in Social Media — the Effects of Privacy Concern and Personality Traits

  Farn, C.

  1/08/20 → 31/07/21

  Project: Research

  • European Union 100%
  • Data privacy 92%
  • Smartphones 83%
  • Application programs 80%
  • Information technology 78%

• 以長者人權、需求層次理論與活躍老化觀點為核心打造之整合性AI社區長者整體照護模式(2/5)

  Tseng, H.

  1/08/20 → 30/04/21

  Project: Research

• 分析帶有隱私權爭議與隱藏行為下的用量式為基礎之最佳汽車保險契約

  Jhang-Li, J.

  7/02/20 → 31/01/21

  Project: Research

• Contagious Climate Effects in Online Brand Communities: Conceptualization, Scale Development, and Validation(2/2)

  Chou, E.

  1/01/20 → 31/12/20

  Project: Research

  • Brand Community 100%
  • Community Engagement 32%
  • Climate 22%
  • Brand Experience 20%
  • Customer Engagement 19%

• 基於文化脈絡發展失智症照護之人工智慧化輔助評估與處遇系統(2/4)

  Hu, Y.

  1/01/20 → 31/12/20

  Project: Research

• Consumer Empowerment and Well-Being in the Omni-Channel System(1/2)

  Hsieh, Y.

  1/08/19 → 31/07/20

  Project: Research

  • Consumer Empowerment 100%
  • Empowerment 97%
  • Psychological Empowerment 87%
  • Vulnerability 61%
  • Well-being 55%

• An Intelligent Recommendation System Based on Deep Learning and Matrix Factorization(1/3)

  Chen, Y.

  1/08/19 → 31/07/20

  Project: Research

  • Recommender systems 100%
  • Recommendation System 70%
  • Collaborative Filtering 67%
  • Matrix Factorization 65%
  • Factorization 55%

• Toward a Theory of Intelligent Organizations: Constructs, Measurement, and Theoretical Models at Firm and Interfirm Levels(2/3)

  Wang, T.

  1/08/19 → 31/07/20

  Project: Research

  • performance 100%
  • intelligence 86%
  • firm 84%
  • time 56%
  • fitness 53%

• Selecting Data for Labeling under Cost/Resource Constraint(2/3)

  Chen, Y.

  1/08/19 → 31/07/20

  Project: Research

  • Labeling 100%
  • Labels 87%
  • Classifiers 72%
  • Costs 50%
  • Tides 20%

• 個人化食譜推薦系統之開發與驗證：考量意見探勘技術與食譜評論

  Hu, Y.

  1/08/19 → 31/01/21

  Project: Research

• Soft Estimation by Hierarchical Classification and Regression(2/2)

  Ke, S.

  1/08/19 → 31/07/20

  Project: Research

  • Feature Selection 100%
  • Feature extraction 47%
  • Linear regression 7%
  • Hierarchical Regression 6%
  • Linear Regression 6%

• Establishing and Investigating the Knowledge-Based Antecedents of Spi Success

  Chen, C.

  1/08/19 → 31/10/20

  Project: Research

• Free-Rider Phenomena in the Network Economy – a Study Based-On a Multi-Party Value Exchange Perspective

  Farn, C.

  1/08/19 → 31/07/21

  Project: Research

  • Exchange Value 100%
  • Revenue 79%
  • Network Services 72%
  • Charge 63%
  • Network Economy 51%

• Interaction Effects between Discretization and Data Cleaning Techniques Including Feature Selection, Instance Selection, and Missing Value Imputation(1/3)

  Tsai, C.

  1/08/19 → 31/07/20

  Project: Research

  • Feature Selection 100%
  • Discretization 78%
  • Empirical Study 70%
  • Feature extraction 57%
  • Binning 46%

• Adaptive Intelligent Occupation Mapping System

  Ke, S.

  1/06/19 → 31/05/20

  Project: Research

• Research and Development of Customized Order Prediction System

  Tsai, C.

  1/06/19 → 31/05/20

  Project: Research

• Contagious Climate Effects in Online Brand Communities: Conceptualization, Scale Development, and Validation(1/2)

  Chou, E.

  1/01/19 → 31/12/19

  Project: Research

  • Brand Community 100%
  • Community Engagement 32%
  • Climate 22%
  • Brand Experience 20%
  • Customer Engagement 19%

• 管理二學門規劃研究推動計畫

  Hsieh, Y.

  8/08/18 → 31/12/20

  Project: Research

• A Study on Mining Opinion Leader and Influence Maximization in Social Network(2/2)

  Chen, Y.

  1/08/18 → 31/10/19

  Project: Research

  • Matrix Factorization 100%
  • Recommendation System 84%
  • Recurrent Neural Networks 66%
  • Recommender systems 61%
  • Factorization 61%

• Soft Estimation by Hierarchical Classification and Regression(1/2)

  Ke, S.

  1/08/18 → 31/07/19

  Project: Research

• Attribute Oriented Induction Methods with Minimal Induction Cost(3/3)

  Chen, Y.

  1/08/18 → 31/07/19

  Project: Research

  • Costs 100%
  • Genetic algorithms 92%
  • Clustering algorithms 59%

• How Colors Influence Consumers’ Perceptions and Behaviors(2/2)

  Hsieh, Y.

  1/08/18 → 31/10/19

  Project: Research

  • Brightness 100%
  • Recommendation System 63%
  • Cognition 45%
  • Consumer Perceptions 44%
  • Price Perception 31%

• Exploring the Contextual Effects and the Associated Mechanisms of Team'S Absorptive Capacity and Transactive Memory Systems in Software Process Tailoring

  Chen, C.

  1/08/18 → 31/07/19

  Project: Research

  • Data storage equipment 100%
  • Industry 47%
  • Software engineering 44%

• The Relationships among College Student'S Self-Regulated Learning Strategies, Academic Achievement and Career Adapt Ability: the Roles of Personality Traits and Motivation

  Chou, H.

  1/08/18 → 31/12/19

  Project: Research

  • academic career 100%
  • personality traits 83%
  • learning strategy 82%
  • academic achievement 77%
  • university 41%

• A Study on the Phenomena of Rumor Propagation in Social Networks—The Effects of Trust and Distrust

  Farn, C.

  1/08/18 → 31/07/19

  Project: Research

  • rumor 100%
  • redistribution 33%
  • news 23%
  • Internet 19%
  • persuasion 16%

• A Pilot Study of an Intelligent Health Education Expert System

  Hsu, W.

  1/08/18 → 31/07/19

  Project: Research

  • Education 100%
  • Health 86%
  • Expert systems 55%
  • Artificial intelligence 25%
  • Nutrition 18%

• Toward a Theory of Intelligent Organizations: Constructs, Measurement, and Theoretical Models at Firm and Interfirm Levels(1/3)

  Wang, T.

  1/08/18 → 31/07/19

  Project: Research

  • performance 100%
  • intelligence 86%
  • firm 84%
  • time 56%
  • fitness 53%

• Business Model Innovation under Multiple-Matching Market: Exploring Blockchain Deployment(II)

  Su, Y.

  1/08/18 → 31/07/19

  Project: Research

• Selecting Data for Labeling under Cost/Resource Constraint(1/3)

  Chen, Y.

  1/08/18 → 31/07/19

  Project: Research

  • Labeling 100%
  • Labels 87%
  • Classifiers 72%
  • Costs 50%
  • Tides 20%

• Past, Present, and Future for Missing Value Imputation(3/3)

  Tsai, C.

  1/08/18 → 31/07/19

  Project: Research

  • Missing Values 100%
  • Imputation 84%
  • literature 70%
  • Experimental Design 42%
  • Incomplete 37%

• A Study on the Effects of Social Media Fatigue and E-Word-Of-Mouth

  Farn, C.

  1/08/17 → 31/07/18

  Project: Research

  • Fatigue of materials 100%
  • Internet 39%
  • Moderators 38%
  • Purchasing 33%
  • Marketing 28%

• The Design and Development of an Online Quality Analysis System for Uml Structural Models in Software Reverse Engineering

  Chen, C.

  1/08/17 → 31/10/18

  Project: Research

  • Reverse engineering 100%
  • Software engineering 76%
  • Cohesion 58%
  • Structural design 46%
  • Unified Modeling Language 24%

• Past, Present, and Future for Missing Value Imputation(2/3)

  Tsai, C.

  1/08/17 → 31/07/18

  Project: Research

  • Missing Values 100%
  • Imputation 91%
  • Machine learning 51%
  • Machine Learning 25%
  • Statistical methods 19%

• A Study on Mining Opinion Leader and Influence Maximization in Social Network(1/2)

  Chen, Y.

  1/08/17 → 31/07/18

  Project: Research

  • Sentiment analysis 100%
  • Seed 46%
  • World Wide Web 44%
  • Clustering algorithms 40%
  • Websites 38%

• How Colors Influence Consumers’ Perceptions and Behaviors(1/2)

  Hsieh, Y.

  1/08/17 → 31/07/18

  Project: Research

  • Brightness 100%
  • Recommendation System 63%
  • Cognition 45%
  • Consumer Perceptions 44%
  • Price Perception 31%

• Dealing with Asymmetric Supply Chain Relationships: an Integrated Perspective for Suppliers’ Readiness and Willingness toward Interfirm Integrations(3/3)

  Wang, T.

  1/08/17 → 31/07/19

  Project: Research

  • Supply Chain Relationships 100%
  • Supply Chain 66%
  • Willingness 64%
  • Readiness 47%
  • Relational View 44%

• Business Model Innovation under Multiple-Matching Market: Exploring Blockchain Deployment( I )

  Su, Y.

  1/08/17 → 31/07/18

  Project: Research

• Methods for Summarizing Multi-Criteria Decision Table(3/3)

  Chen, Y.

  1/08/17 → 31/07/18

  Project: Research

  • Decision tables 100%
  • Heuristic algorithms 58%
  • Decision making 53%
  • Operations research 16%
  • Statistical methods 12%

• Attribute Oriented Induction Methods with Minimal Induction Cost(2/3)

  Chen, Y.

  1/08/17 → 31/07/18

  Project: Research

  • Costs 100%
  • Genetic algorithms 92%
  • Clustering algorithms 59%