Department of Information Management

Projects

Projects per year 2015 2015 2016 2017 2018 2019 2020 2021 2022 2026

• 3 Not started
• 8 Active
• 102 Finished

Projects per year

Search results

• Active

  三個推薦系統的擴增與改進(3/3)

  Chen, Y.

  1/08/23 → 31/07/24

  Project: Research

• 運用色彩學與深度學習技術於個人化穿搭服裝推薦系統(2/2)

  Hu, Y.

  1/08/23 → 31/07/24

  Project: Research

• 基於深度學習模型之社群網路演化預測、神經網路架構最佳化、與社群增量學習之研究(2/4)

  Chen, Y.

  1/08/23 → 31/07/24

  Project: Research

• 資料層級方法於類別不平衡資料集之研究:資料平衡化與清理議題(2/3)

  Tsai, C.

  1/08/23 → 31/07/24

  Project: Research

• 社會服務生態系之社會價值共創模式：數位社會創新立基視角(2/2)

  Chou, E.

  1/08/23 → 31/07/24

  Project: Research

• 合規GDPR之可撤銷式個人健康資訊記錄收集、聯盟式學習、誘因式分享整合平台(2/2)

  Yeh, L.

  1/08/23 → 31/07/24

  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(3/3)

  Wang, T.

  1/08/23 → 31/07/24

  Project: Research

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

  Tsai, P.

  1/10/22 → 30/09/23

  Project: Research

  • Software defined networking 100%
  • Information services 24%
  • Network management 24%
  • Network security 23%
  • Computer networks 22%
• Not started

  基於深度學習模型之社群網路演化預測、神經網路架構最佳化、與社群增量學習之研究(4/4)

  Chen, Y.

  1/08/25 → 31/07/26

  Project: Research

• 基於深度學習模型之社群網路演化預測、神經網路架構最佳化、與社群增量學習之研究(3/4)

  Chen, Y.

  1/08/24 → 31/07/25

  Project: Research

• 資料層級方法於類別不平衡資料集之研究:資料平衡化與清理議題(3/3)

  Tsai, C.

  1/08/24 → 31/07/25

  Project: Research

• Finished

  10th International Energy Saving Skills Player Training

  Chen, Y.

  1/10/22 → 31/12/22

  Project: Research

  • energy saving 100%

• 社會服務生態系之社會價值共創模式：數位社會創新立基視角(1/2)

  Chou, E.

  1/08/22 → 31/07/23

  Project: Research

• P2P平台與出租業者在服務壅塞與專屬產能下的競合分析

  Jhang-Li, J.

  1/08/22 → 31/07/23

  Project: Research

• 基於深度學習模型之社群網路演化預測、神經網路架構最佳化、與社群增量學習之研究(1/4)

  Chen, Y.

  1/08/22 → 31/07/23

  Project: Research

• 智慧型服務信任與知覺價值模型建置與驗證：以復健醫療為例

  Hsu, W.

  1/08/22 → 31/07/23

  Project: Research

• 三個推薦系統的擴增與改進(2/3)

  Chen, Y.

  1/08/22 → 31/07/23

  Project: Research

• 情感分析與深度學習組態對股價預測的影響研究

  Su, K.

  1/08/22 → 31/07/23

  Project: Research

• 全通路服務中賦權且脆弱消費者行為意圖之研究(2/2)

  Hsieh, Y.

  1/08/22 → 31/07/23

  Project: Research

• Using Chief Complaint for Speech Analytics and Text Mining to Assess Cognitive functions in Patients with Depressive Disorders and Bipolar Disorders

  Hu, Y.

  1/08/22 → 31/07/23

  Project: Research

  • Bipolar Disorder 100%
  • Depressive Disorder 93%
  • Cognition 91%
  • Data Mining 47%
  • Cognitive Dysfunction 31%

• 資料層級方法於類別不平衡資料集之研究:資料平衡化與清理議題(1/3)

  Tsai, C.

  1/08/22 → 31/07/23

  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(2/3)

  Wang, T.

  1/08/22 → 31/07/23

  Project: Research

• 合規GDPR之可撤銷式個人健康資訊記錄收集、聯盟式學習、誘因式分享整合平台(1/2)

  Yeh, L.

  1/08/22 → 31/07/23

  Project: Research

• 使用多種圖編碼進行鏈結預測

  Chen, Y.

  1/08/22 → 31/07/23

  Project: Research

• 運用色彩學與深度學習技術於個人化穿搭服裝推薦系統(1/2)

  Hu, Y.

  1/08/22 → 31/07/23

  Project: Research

• Development of Atrial Fibrillation Prediction Models in Ischemic Stroke Patients Using Electronic Medical Records and Text Mining Techniques

  Hu, Y.

  1/06/22 → 31/07/23

  Project: Research

  • Electronic medical equipment 100%
  • Text mining 43%
  • Learning algorithms 31%
  • Machine learning 27%

• 智能財務核保整合系統

  Ke, S.

  1/06/22 → 31/05/23

  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(4/5)

  Tseng, H.

  1/02/22 → 31/03/23

  Project: Research

• Security enhancement project for Judicial Yuan Blockchain case

  Yeh, L.

  1/10/21 → 31/12/22

  Project: Research

• On the Study of Implementing Trusted Route for Software-Defined eXchange(2/3)

  Tsai, P.

  1/10/21 → 30/09/22

  Project: Research

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

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

  Chen, Y.

  1/08/21 → 31/07/22

  Project: Research

  • Recommender systems 100%
  • Factorization 79%
  • Neural networks 60%
  • Deep learning 58%
  • Neural Networks 53%

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

  Tsai, C.

  1/08/21 → 31/07/22

  Project: Research

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

• 一個面向等級的情緒分析深度學習方法

  Chen, Y.

  1/08/21 → 31/07/22

  Project: Research

  • Sentiment analysis 100%
  • Deep learning 53%
  • Network architecture 27%
  • Data mining 24%
  • Neural networks 18%

• 分析影音現場直播串流服務的競合策略:服務分流,網紅行銷,與獎勵機制

  Jhang-Li, J.

  1/08/21 → 31/07/22

  Project: Research

• 三個推薦系統的擴增與改進(1/3)

  Chen, Y.

  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.

  1/08/21 → 31/07/22

  Project: Research

• 創新服務旅程設計：顧客聊天機器人體驗

  Chou, E.

  1/08/21 → 31/07/22

  Project: Research

• 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.

  1/08/21 → 31/07/22

  Project: Research

• 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.

  1/08/21 → 31/07/22

  Project: Research

• 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

• 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.

  1/02/21 → 31/07/22

  Project: Research

  • Blockchain 100%
  • Firmware 90%
  • Malware 46%
  • Internet of things 17%
  • Scanning 16%

• 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

  • Artificial Intelligence 100%
  • Efficiency 41%
  • Microbial Drug Resistance 37%
  • Lasers 30%
  • Datasets 29%

• 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

  • social networks 100%
  • Food and Beverage 90%
  • Consumer Trust 89%
  • Social Media 64%
  • Credibility 56%

• 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%
  • Border Gateway Protocol 72%
  • Testbeds 18%
  • Internet 17%
  • Information services 13%

• 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%

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

  Hsieh, Y.

  1/08/20 → 31/07/22

  Project: Research

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

• 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%

• 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%

• 運用主題模型技術建構跨語言專利檢索系統之研究

  Hu, Y.

  1/08/20 → 31/07/22

  Project: Research

  • Trademarks 100%
  • Industry 16%

• 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