Department of Information Management

Projects

Projects per year 2015 2018 2019 2020 2021 2022 2023 2026

• 2 Not started
• 7 Active
• 120 Finished

Projects per year

Search results

• Finished

  全通路服務中賦權且脆弱消費者行為意圖之研究(1/2)

  Hsieh, Y.-C. (PI)

  1/08/21 → 31/07/22

  Project: Research

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

  Chen, Y.-C. (PI)

  1/08/21 → 31/07/22

  Project: Research

  • Deep Learning 100%
  • Deep Learning Method 100%
  • Systems-based 90%
  • Matrix Factorization 90%
  • Neural Architecture Search 90%

• 探索知識慣性、團隊自治與成員多樣性之對於軟體開發團隊在從事知識密集的流程調適績效之影響與促進機制

  Chen, C.-Y. (PI)

  1/08/21 → 31/07/22

  Project: Research

• 企業系統方案整合團隊雙元能力之理論模型與實徵分析：團隊相互性、交互記憶系統與知識整合(1/3)

  Wang, T.-G. (PI)

  1/08/21 → 31/07/22

  Project: Research

• 培養團隊吸收與衝突協調能力之敏捷式創新教學設計於資訊畢業專題課程

  Chen, C.-Y. (PI)

  1/08/21 → 31/01/23

  Project: Research

  • Self-managed Teams 100%
  • Organized Team 100%
  • Coordinative 50%
  • Information Industry 50%
  • Agile Methods 50%

• 一個面向等級的情緒分析深度學習方法

  Chen, Y.-L. (PI)

  1/08/21 → 31/07/22

  Project: Research

  • Aspect-based Sentiment Analysis 100%
  • Aspect-Based Sentiment Analysis 100%
  • Sentence Representation 66%
  • Self-attention Mechanism 33%
  • Focusing Technology 33%

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

  Tsai, C.-F. (PI)

  1/08/21 → 31/07/22

  Project: Research

  • Missing Value Imputation 100%
  • Discretization 100%
  • Missing Value 100%
  • Data Discretization 71%
  • Cleaning Methods 50%

• 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.-J. (PI)

  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.-T. (PI)

  1/02/21 → 31/01/22

  Project: Research

  • Elders 100%
  • Enterprise Social Media 75%
  • Elderly Care 75%
  • Taiwan 75%
  • AI-3 75%

• 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.-J. (PI)

  1/02/21 → 31/01/22

  Project: Research

  • Artificial Intelligence 100%
  • Electronic Health Records 75%
  • Intelligence Studies 75%
  • Green Artificial Intelligence 75%
  • Clinical Laboratory Data 75%

• 具分散式檔案撤銷功能與安全保證之物聯網自動化韌體更新平台

  Yeh, L.-Y. (PI)

  1/02/21 → 31/07/22

  Project: Research

  • Firmware 100%
  • Blockchain 100%
  • Malware 57%
  • VirusTotal 42%
  • Antivirus 42%

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

  Chen, Y.-L. (PI)

  1/08/20 → 31/07/21

  Project: Research

  • Resource Constraints 100%
  • Training Data 100%
  • Resource Constraint 100%
  • Cost Constraint 33%
  • Dive 16%

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

  Hsieh, Y.-C. (PI)

  1/08/20 → 31/07/22

  Project: Research

  • Omnichannel 100%
  • Well-being 100%
  • Channel System 100%
  • Consumer Empowerment 100%
  • Psychology 100%

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

  Chou, E.-Y. (PI)

  1/08/20 → 31/07/21

  Project: Research

  • Scale Development 100%
  • Crowdfunding Platforms 100%
  • Scale Validation 100%
  • Crowdfunding 100%
  • Citizenship Behavior 100%

• 運用主題模型技術建構跨語言專利檢索系統之研究

  Hu, Y.-H. (PI)

  1/08/20 → 31/07/22

  Project: Research

  • Patent Search 100%
  • Patent Retrieval 100%
  • Cross-lingual 100%
  • German 100%
  • English 100%

• 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.-T. (PI)

  1/08/20 → 30/04/21

  Project: Research

• 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.-H. (PI)

  1/08/20 → 31/07/21

  Project: Research

• Research of Intelligent Detection and Verification of Online Health Rumors

  Hsu, W.-C. (PI)

  1/08/20 → 31/12/21

  Project: Research

  • Health Rumors 100%
  • Online Health 100%
  • Intelligent Verification 100%
  • Intelligent Detection 100%
  • Healthcare 100%

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

  Farn, C.-K. (PI)

  1/08/20 → 31/07/21

  Project: Research

  • Intention to Disclose 100%
  • Personality Traits 100%
  • Social Media 100%
  • Privacy Concerns 100%
  • Privacy Concern 100%

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

  Wang, T.-G. (PI)

  1/08/20 → 31/07/22

  Project: Research

  • Inter-firm 100%
  • Intelligent Organization 100%
  • Construct Measurement 100%
  • Organisational Memory 100%
  • Theoretical Construct 100%

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

  Chen, Y.-C. (PI)

  1/08/20 → 31/07/21

  Project: Research

  • Recommendation System 100%
  • Dual Learning 59%
  • Point-of-interest Recommendation 59%
  • Time Decay 59%
  • Collaborative Filtering Recommendation 59%

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

  Tsai, C.-F. (PI)

  1/08/20 → 31/07/21

  Project: Research

  • Instance Selection 100%
  • Feature Selection 100%
  • Data Cleaning 100%
  • Interaction Effect 100%
  • Discretization 100%

• 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.-H. (PI)

  7/02/20 → 31/01/21

  Project: Research

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

  Chou, E.-Y. (PI)

  1/01/20 → 31/12/20

  Project: Research

  • Brand Community 100%
  • Climate Change Impacts 50%
  • Online Brand Community 50%
  • Scale Validation 50%
  • Scale Development 50%

• 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.-H. (PI)

  1/01/20 → 31/12/20

  Project: Research

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

  Ke, S.-W. (PI)

  1/08/19 → 31/07/20

  Project: Research

  • Hierarchical Classification 100%
  • Hierarchical Regression 100%
  • Feature Selection 100%
  • Feature Extraction 100%
  • Estimation Model 22%

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

  Chen, Y.-C. (PI)

  1/08/19 → 31/07/20

  Project: Research

  • Matrix Factorization 100%
  • Recommendation System 100%
  • Time Interval-based Data 66%
  • High Utility Patterns 66%
  • Spatio-temporal Data Mining 66%

• 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.-H. (PI)

  1/08/19 → 31/01/21

  Project: Research

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

  Wang, T.-G. (PI)

  1/08/19 → 31/07/20

  Project: Research

  • Inter-firm 100%
  • Intelligent Organization 100%
  • Construct Measurement 100%
  • Organisational Memory 100%
  • Theoretical Construct 100%

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

  Farn, C.-K. (PI)

  1/08/19 → 31/07/21

  Project: Research

  • Revenue Model 100%
  • Value Exchange 100%
  • Exchange Model 100%
  • Free Charge 100%
  • Case Study 100%

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

  Hsieh, Y.-C. (PI)

  1/08/19 → 31/07/20

  Project: Research

  • Omnichannel 100%
  • Well-being 100%
  • Channel System 100%
  • Consumer Empowerment 100%
  • Psychology 100%

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

  Tsai, C.-F. (PI)

  1/08/19 → 31/07/20

  Project: Research

  • Feature Selection 100%
  • Feature Extraction 100%
  • Discretization 100%
  • Data Discretization 80%
  • Optimal Combination 71%

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

  Chen, C.-Y. (PI)

  1/08/19 → 31/10/20

  Project: Research

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

  Chen, Y.-L. (PI)

  1/08/19 → 31/07/20

  Project: Research

  • Resource Constraints 100%
  • Training Data 100%
  • Resource Constraint 100%
  • Cost Constraint 33%
  • Dive 16%

• Research and Development of Customized Order Prediction System

  Tsai, C.-F. (PI)

  1/06/19 → 31/05/20

  Project: Research

• Adaptive Intelligent Occupation Mapping System

  Ke, S.-W. (PI)

  1/06/19 → 31/05/20

  Project: Research

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

  Chou, E.-Y. (PI)

  1/01/19 → 31/12/19

  Project: Research

  • Climate Change Impacts 100%
  • Online Brand Community 100%
  • Scale Validation 100%
  • Scale Development 100%
  • Psychometrics 100%

• 管理二學門規劃研究推動計畫

  Hsieh, Y.-C. (PI)

  8/08/18 → 31/12/20

  Project: Research

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

  Tsai, C.-F. (PI)

  1/08/18 → 31/07/19

  Project: Research

  • Missing Value Imputation 100%
  • Missing Value 75%
  • Attribute Value 60%
  • Medical Dataset 33%
  • Decision Trees 33%

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

  Chen, C.-Y. (PI)

  1/08/18 → 31/07/19

  Project: Research

  • Transactive Memory System 100%
  • Software Process Tailoring 100%
  • Absorptive Capacity 100%
  • Context Effects 100%
  • Software Process 100%

• 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.-W. (PI)

  1/08/18 → 31/12/19

  Project: Research

  • Academic Career 100%
  • Self-regulated Learning Strategies 100%
  • Career Adaptability 100%
  • Personality Traits 100%
  • College Students 100%

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

  Su, Y.-H. (PI)

  1/08/18 → 31/07/19

  Project: Research

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

  Ke, S.-W. (PI)

  1/08/18 → 31/07/19

  Project: Research

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

  Farn, C.-K. (PI)

  1/08/18 → 31/07/19

  Project: Research

  • Rumor Propagation 100%
  • World Wide Web 100%
  • Effects of Trust 100%
  • Message Source 100%
  • Information Source 100%

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

  Hsieh, Y.-C. (PI)

  1/08/18 → 31/10/19

  Project: Research

  • Color Influence 100%
  • Consumer Behaviour 100%
  • Perceived Value 100%
  • Consumer Perception 100%
  • Color Brightness 100%

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

  Wang, T.-G. (PI)

  1/08/18 → 31/07/19

  Project: Research

  • Intelligent Organization 100%
  • Inter-firm 100%
  • Construct Measurement 100%
  • Organizational Intelligence 100%
  • Organisational Memory 100%

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

  Chen, Y.-L. (PI)

  1/08/18 → 31/07/19

  Project: Research

  • Resource Constraints 100%
  • Training Data 100%
  • Resource Constraint 100%
  • Cost Constraint 33%
  • Dive 16%

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

  Chen, Y.-C. (PI)

  1/08/18 → 31/10/19

  Project: Research

  • Social Networks 100%
  • Opinion Leaders 100%
  • Opinion Leader 100%
  • Social Network 100%
  • Novel Algorithm 75%

• A Pilot Study of an Intelligent Health Education Expert System

  Hsu, W.-C. (PI)

  1/08/18 → 31/07/19

  Project: Research

  • Intelligent Healthcare 100%
  • Health Education 100%
  • Expert System 100%
  • Pilot Study 100%
  • Diseases 50%

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

  Chen, Y.-L. (PI)

  1/08/18 → 31/07/19

  Project: Research

  • Attribute-oriented Induction 100%
  • Induction Method 100%
  • Oriented Induction 100%
  • Genetic Algorithm 100%
  • Induction Effect 75%