鄭麗珍 Li- Chen Cheng

Department of Information and Finance Management, National Taipei University of Technology

Journal Publications

  1. Chen, Yen-Liang; Cheng, Li-Chen; Zhang, Yi-Jun, Building a training dataset for classification under a cost limitation, The Electronic Library

  2. 鄭麗珍,王毅,陳詳翰 (2020) 結合來源與內容之虛假資訊偵測機制。電子商務學報(TSSCI)

  3. Li-Chen Cheng, Hsiao-Wei Hu, Chia-Chi WU, (2020). Spammer group detection using machine learning technology for observation of new spammer behavioral features. Journal of Global Information Management.29(2)(SSCI, IF=1.098)

  4. Li-Chen Cheng, Ming-Chan Lin (2019) A hybrid recommender system for the mining of consumer preferences from their reviews. Journal of Information Science (SSCI, IF=2.41)

  5. 鄭麗珍、江彥孟、游政憲 (2019).應用深度學習技術於網路虛假評論偵測。電子商務學報(TSSCI)

  6. Li-Chen Cheng, Chi-Lun Huang (2019). Exploring contextual factors from consumer reviews affecting movie sales: an opinion mining approach. Electronic Commerce Research. (SSCI , IF=1.489)). (科技部管二:電子商務期刊排名第二名)

  7. Li-Chen Cheng, Chia-Chi WU, Chih-Yi, Chen (2019, Jan). Behavior Analysis of Customer Churn for a Customer Relationship System: An Empirical Case Study. Journal of Global Information Management.27(1)(SSCI, IF=1.098)

  8. Li-Chen Cheng, Hui-Chun Chu (2019, Jan). An innovative consensus map embedded collaborative learning system for ER diagram learning: sequential analysis of students’ learning achievements. Interactive Learning Environments. , 27:3, 410-425, (SSCI, IF=1.938)

  9. Li-Chen Cheng, Ya-Han Hu, Shr-Han Chiou (2017, May). Applying the Temporal Abstraction Technique to the Prediction of Chronic Kidney Disease Progression. Journal of Medical Systems, 41(5). (SCI, IF=2.098)

  10. Li-Chen Cheng, Yen-Liang Chen, Yu-Chia Chiang (2016, Oct). Identifying conflict patterns to reach a consensus –A novel group decision approach. European Journal of Operational Research, 254(2). (SCI, IF=3.428)

  11. Li-Chen Cheng, Min-Jhuan Jhang (2015, Nov). A novel approach to exploring maximum consensus graphs from users’ preference data in a new age environment. Electronic Commerce Research, 15(4). (SSCI , IF=1.489)

  12. Li-Chen Cheng, Hui-Chun Chu, Bang-Min Shiue (2015, Oct). An Innovative Approach for Assisting Teachers in Improving Instructional Strategies via Analyzing Historical Assessment Data of Students. International Journal of Distance Education Technologies, 13(4), 40-61. (EI).

  13. Li-Chen Cheng, Hua-An Wang (2014, May). A fuzzy recommender system based on the integration of subjective preferences and objective information. Applied Soft Computing, 18, 290–301. (SCI, IF=5.472)

  14. 鄭麗珍,李麗美(2014年05月)。探勘不平衡資料集中之突顯樣式-以國道事故資料為實證研究。資管學報,21(2), 161-183。(TSSCI)

  15. Yen-Liang Chen, Li-Chen Cheng, Weu-Yu Hsu (2013, Dec). A New Approach to the Group Ranking Problem: Finding Consensus Ordered Segments from Users' Preference Data. Decision Sciences, 44(6),1091-1119. (SSCI, IF=1.641)

  16. Yen-Liang Cheng, Li-Chen Cheng Po-Hsiang Huang (2013, Jan). Mining consensus preference graphs from users' ranking data. Decision Support Systems, 54(2), 1055-1064. (SCI, IF=4.721)

  17. Li-Chen Cheng, Li-Min Sun (2012, Apr), Exploring consumer adoption of new services by analyzing the behavior of 3G subscribers: an empirical case study, Electronic Commerce Research and Applications, 11(2), pp.89-100. (SSCI, IF= 3.824)

  18. 鄭麗珍,吳文雄 ( 2011, Dec.) ,應用社會網路理論偵測營業稅循環交易之研究,數據分析,第六卷第六期 : 109-126 頁

  19. 鄭麗珍, 賴美惠 (2011, Oct.), 結合知識地圖之公部門陳訴文件自動化分案系統, 資管學報, 中華民國資訊管理學會 ,第十八卷第四期: 1-20頁 (TSSCI)

  20. Yen-Liang Chen, Li-Chen Cheng (2010, Mar) An approach to group ranking decisions in a dynamic environment, Decision Support Systems, 48(4), pp. 622-634. (SCI, IF=4.721)

  21. Yen-Liang Chen, Li-Chen Cheng, (2009, Oct.) Mining maximum consensus sequences from group ranking data, European Journal of Operational Research, 198(1), pp. 241-251. (SCI, IF=4.213)

  22. Yen-Liang Chen, Li-Chen Cheng (2008, May) A novel collaborative filtering approach for recommending ranked items, Expert Systems with Applications, 34(4), pp. 2396-2405. (SCI, IF =5.452)

  23. Yen-Liang Chen, Li-Chen Cheng and C. N. Chung, (2008, Apr.) A group recommendation system with consideration of interactions among group members, Expert Systems with Applications, 34(3), pp. 2082-2090. (SCI, IF =5.452)

  24. 林裕淩、鄭麗珍、林芝亘(Aug., 2008),以方法目的鏈探求數位學習平台需求之研究,數位學習科技期刊,第一卷第一期: 39-55 頁

  25. Yen-Liang Chen, Li-Chen Cheng, and W. L. Cheng, (2007, Aug.) Using position, fonts and cited references for retrieving scientific documents, Journal of Information Science, 33(4), pp.492-508. (SSCI, IF= 2.41)

Conference Papers

  1. Li-Chen Cheng and Legaspi Rhea Sharmayne (2020) Analysing Digital Banking Reviews Using Text Mining, IEEE/ACM International Conference on. Advances in Social Networks Analysis and Mining. (ASONAM 2020) 本人為第一作者、通訊作者.

  2. Li-Chen Cheng and Song-Lin Tsai(2019) Deep Learning for Automated Sentiment Analysis of Social Media. IEEE/ACM International Conference on. Advances in Social Networks Analysis and Mining. (ASONAM 2019) 本人為第一作者、通訊作者.

  3. 鄭麗珍,王毅,陳詳翰 (2020) 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

  4. Li-Chen Cheng and Song-Lin Tsai, (2019)Deep Learning for Automated Sentiment Analysis of Social Media, IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining

  5. Li, W., Tseng, J.C.R. & Li-Chen Cheng. (2019). The Effects of Integrating IRS with a Flipped Classroom on Students' Learning Achievement and Self-efficacy. EdMedia + Innovate Learning

  6. Li-Chen Cheng, Yh-Hsin Lien, Yan Meng Chiang (2017) Applied deep learning in fake review detection and dataset generation, 2017 IEEE International Conference on Big Data

  7. Mu-En Wu, Yu-Hsiang Huang, Li-Chen Cheng (2018, Dec). Applied attention based LSTM neural networks in stock prediction. The 2nd International Workshop on Big Data for Financial News and Data, Seattle

  8. Li-Chen Cheng, Pin-Yi Li, Ssu-Hua Chen (2017) Explore users’ preference from Facebook fan pages, IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining

  9. Li-Chen Cheng, Judy C. R. Tseng, Tsai- Yu Chung (2017) Case Study of Fake Web Reviews, IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining

  10. Li-Chen Cheng, Yan-Wei Huang (2015) To Quantize Comments from IMDB as For Improving Sequels, International Conference on Innovation and Management

  11. Li-Chen Cheng, Chi-Lun Huang (2015) Mining Some Important Features from IMDb Reviews, International Conference on Innovation and Management

  12. Li-Chen Cheng, Chi Lun Huang (2014) Mining the Reviews of Movie Trailers on YouTube and Comments on Yahoo Movies, The 2014 International Conference on Information and Knowledge Engineering (IKE'14)

  13. Li-Chen Cheng, Min-Juan Jhang (2012). Applied graph mining technique to discover consensus graphs from group ranking decisions. The 2012 International Conference on Artificial Intelligence (ICAI'1), Las Vegas, USA

  14. Shin-Yi Wu, Li-Chen Cheng (March, 2012) , “Mining Same-taste Users with Common Preference Patterns for Ubiquitous Exhibition Navigation”, 4th Asian Conference on Intelligent Information and Database Systems (ACIIDS-2012), Kaohsiung, Taiwan 【EI】

  15. Li-Chen Cheng, Hua-An Wan (June, 2011), “A novel fuzzy recommendation system integrated the experts' opinion”, 2011 IEEE International Conference on Fuzzy Systems(FUZZ-IEEE 2011), Taipei, Taiwan, pp. 2060 – 2065. (NSC 99-2410-H-031-051)【EI】

  16. Li-Chen Cheng, Zhi-Han Ke, Bang-Min Shiue, (July, 2011), “Detecting changes of opinion from customer reviews” , The 8th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'11), Shanghai, China, Vol. 3, pp. 1851 – 1855. (NSC 99-2410-H-031-051)【EI】

  17. Li-Chen Cheng, Min-Ting Lai (July, 2011), “Mining the change of consensus from group ranking decisions” , The 8th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'11) Shanghai, China, Vol. 3, pp. 1515 – 1519. (NSC 99-2410-H-031-051).【EI】

  18. Ding-Chyu Liu, Li-Chen Cheng (July, 2010) “Using Model Checking to Ensure Transaction Fairness in E-Commerce Protocols”, 2010 International Conference on Business and Information (BAI2010), Kitakyushu, Japan. (NSC 98-2410-H-031 -001)

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