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國立臺北科技大學 學術資源網

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鄭麗珍教授Cheng, Li-Chen

現職：
臺北科大／資訊與財金管理系

期刊論文

  • "Price Spread Prediction in High-Frequency Pairs Trading Using Deep Learning Architectures", International Review of Financial Analysis, 96, 2024/12, SSCI
  • "Exploring the role of mobile applications for insomnia in depression: A Systematic Review", Journal of Medical Internet Research, 2024/10, SCI
  • "以方法目的鏈探討後疫情時代供應商評選條件", 管理與系統, 31, 3, 2024/07, TSSCI
  • "Multi-task Chinese aspect-based sentiment analysis framework for service improvement – A case study on BNB reviews", Electronic Commerce Research, 2024/06, SSCI
  • "Multiagent-based deep reinforcement learning framework for multi-asset adaptive trading and portfolio management", Neurocomputing, 594, 2024/05, SCI
  • "Analysis of CEO Career Patterns Using Machine Learning: Taking US University Graduates as an Example", Data Technologies and Applications, 2024/05, SSCI
  • "Detecting fake reviewers from the social context with a graph neural network method", Decision Support Systems, 179, 2024/01, SCI
  • "Using Mixed Method to Understand Customer Experience With Digital Banking Services: Comparisons Between South Korea and Philippines", Journal of Global Information Management, 31, 1, 2024/01, SSCI
  • "User-Friendly Chatbot to Mitigate the Psychological Stress of Older Adults During the COVID-19 Pandemic: Development and Usability Study", JMIR Form Res, 2024/01, SCI
  • "A Graph Neural Network Approach to Detect Original Review Spammers of Astroturfing Campaigns", Electronic Commerce Research and Applications, 62, 2023/10, SSCI
  • "Potential Mobile Health Applications for Improving the Mental Health of the Elderly: A Systematic Review", Clin Interv Aging, 18, 2023/05, SSCI
  • "The dynamic impact of eWOM on movie box office sales: based on innovation diffusion theory", Managerial And Decision Economics, 44, 6, 2023/04, SSCI
  • "Predicting abnormal trading behavior from internet rumor propagation: a machine learning approach", Financial Innovation, 9, 1, 2023/01, SSCI
  • "Mining longitudinal user sessions with deep learning to extend the boundary of consumer priming", Decision Support Systems, 162, 2022/11, SSCI
  • "Aspect-based sentiment analysis with component focusing multi-head co-attention networks", Neurocomputing, 489, 2022/06, SCI
  • "The effect of online reviews on movie box office sales", Journal of Global Information Management, 2022/01, SSCI
  • "A Novel Trading Strategy Framework Based on Reinforcement Deep Learning for Financial Market Predictions", Mathematics, 9, 23, 2021/11, SCI
  • "Effects of an automated programming assessment system on the learning performances of experienced and novice learners", Interactive Learning Environments, 2021/10, SSCI
  • "User-Defined SWOT analysis – A change mining perspective on user-generated content", Information Processing and Management, 58, 102613, 2021/09, SSCI
  • "A Hybrid Deep Learning Model for Predicting Stock Market Trend Prediction", International Journal of Information and Management Sciences, 29, 61-76, 2021/06, EI
  • "The effect of online reviews on movie box office sales", Journal of Global Information Management, 2021/06, SSCI
  • "Building a training dataset for classification under a cost limitation", The Electronic Library, 29, 77-96, 2021/02, SSCI
  • "Spammer group detection using machine learning technology for observation of new spammer behavioral features", Journal of Global Information Management, 29, 2, 2021/01, SSCI
  • "結合來源與內容之虛假資訊偵測機制", 電子商務學報, 2020/12, TSSCI
  • "應用深度學習技術於網路虛假評論偵測", 電子商務學報, 2019/12, TSSCI
  • "A hybrid recommender system for the mining of consumer preferences from their reviews", Journal of Information Science, 2019/07, SSCI

研討會論文

  • "服裝穿搭推薦系統", 2023 臺灣網際網路研討會TANET, 台北, 2023/11/01
  • "A machine learning model for predicting a movie sequel's revenue based on the sentiment analysis of consumer's reviews", Intelligent Data Analysis and Applications, Copenhagen, 2023/07/23
  • "Applying a text mining technique to explore user satisfaction of Kakaobank", 第三十二屆國際資訊管理學術研討會(ICIM 2021), 線上, 2021/08/31
  • "大學生社群平台使用經驗與網路成癮之關聯", 第32屆國際資訊管理學術研討會, 線上, 2021/08/31
  • "應用意見探勘探索電影預告片的社群意見", 第三十一屆國際資訊管理學術研討會, 嘉義, 2020/12/12
  • "Analysing Digital Banking Reviews Using Text Mining", IEEE/ACM International Conference on. Advances in Social Networks Analysis and Mining. (ASONAM 2020), 2020/12/07
  • "The Prediction Model of Abnormal Stock Price Impacted by Financial News", 第二十六屆TANET 2020臺灣網際網路研討會, Taipei, 2020/10/28
  • "結合來源與內容之虛假資訊偵測機制", 國際大數據與ERP學術及實務研討會, 新竹, 2020/03/21
  • "應用深度SARSA學習於交易策略", TAAI2019研討會, 高雄, 2019/11/21
  • "探討零售業粉專行銷與銷售業績關聯之研究", NCS-2019全國計算機會議, 金門, 2019/11/14
  • "Deep Learning for Automated Sentiment Analysis of Social Media", IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 溫哥華, 2019/08/27

相關證照

  • 初階規劃師, 中華企業資源規劃學會
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