| 期刊論文1. | Gustafsson, Anders、Johnson, Michael D.、Roos, Inger(2005)。The Effects of Customer Satisfaction, Relationship Commitment Dimensions, and Triggers on Customer Retention。Journal of Marketing,69(4),210-218。 | 2. | Nie, Guangli、Rowe, Wei、Zhang, Lingling、Tian, Yingjie、Shi, Yong(2011)。Credit card churn forecasting by logistic regression and decision tree。Expert Systems with Applications,38(12),15273-15285。 | 3. | Tsai, Chih-Fong、Chen, Mao-Yuan(2010)。Variable selection by association rules for customer churn prediction of multimedia on demand。Expert Systems with Applications,37(3),2006-2015。 | 4. | Xie, Yaya、Li, Xiu、Ngai, E. W. T.、Ying, Weiyun(2009)。Customer churn prediction using improved balanced random forests。Expert Systems with Applications,36(3 Part 1),5445-5449。 | 5. | Yu, Xiaobing、Guo, Shunsheng、Guo, Jun、Huang, Xiaorong(2011)。An extended support vector machine forecasting framework for customer churn in e-commerce。Expert Systems with Applications,38(3),1425-1430。 | 6. | Pendharkar, Parag C.(2009)。Genetic algorithm based neural network approaches for predicting churn in cellular wireless network services。Expert Systems with Applications,36(3 Part 2),6714-6720。 | 7. | Keramati, A.、Jafari-Marandi, R.、Aliannejadi, M.、Ahmadian, I.、Mozaffari, M.、Abbasi, U.(2014)。Improved churn prediction in telecommunication industry using data mining techniques。Applied Soft Computing,24,994-1012。 | 8. | De Caigny, A.、Coussement, K.、De Bock, K. W.(2018)。A new hybrid classification algorithm for customer churn prediction based on logistic regression and decision trees。European Journal of Operational Research,269(2),760-772。 | 9. | Tamaddoni Jahromi, Ali、Stakhovych, Stanislav、Ewing, Michael(2014)。Managing B2B Customer Churn, Retention and Profitability。Industrial Marketing Management,43(7),1258-1268。 | 10. | Amin, A.、Al-Obeidat, F.、Shah, B.、Adnan, A.、Loo, J.、Anwar, S.(2019)。Customer Churn Prediction in Telecommunication Industry Using Data Certainty。Journal of Business Research,94,290-301。 | 11. | Ahmad, A. K.、Jafar, A.、Aljoumaa, K.(2019)。Customer churn prediction in telecom using machine learning in big data platform。Journal of Big Data,6,1-24。 | 12. | 張樹之、沈威政(20150600)。探索社交網路服務採用者之重要信任因素:以Facebook為例。科技管理學刊,20(2),71-98。 延伸查詢 | 13. | Coussement, Kristof、van den Poel, Dirk(2008)。Integrating the voice of customers through call center emails into a decision support system for churn prediction。Information & Management,45(3),164-174。 | 14. | Dumais, Susan T.(2004)。Latent Semantic Analysis。Annual Review of Information Science and Technology,38(1),188-230。 | 15. | Höppner, Sebastiaan、Stripling, Eugen、Baesens, Bart、van den Broucke, Seppe、Verdonck, Tim(2020)。Profit driven decision trees for churn prediction。European Journal of Operational Research,284(3),920-933。 | 16. | Hassouna, M.、Tarhini, A.、Elyas, T.、AbouTrab, M. S.(2015)。Customer Churn in Mobile Markets: A Comparison of Techniques。International Business Research,8(6),224-237。 | 17. | Huang, Bingquan、Kechadi, Mohand Tahar、Buckley, Brian(2012)。Customer churn prediction in telecommunications。Expert Systems with Applications,39(1),1414-1425。 | 18. | 黃慧新(20120600)。消費者消費金額轉換階段預測研究。科技管理學刊,17(2),31-48。 延伸查詢 | 19. | Saini, Nisha(2017)。Churn Prediction in Telecommunication Industry using Decision Tree。International Journal of Engineering Research & Technology,6(4),439-443。 | 20. | Ghazi, Mohd Rehan、Gangodkar, Durgaprasad(2015)。Hadoop, MapReduce and HDFS: A Developers Perspective。Procedia Computer Science,48,45-50。 | 21. | Renjith, S.(2017)。B2C E-Commerce Customer Churn Management: Churn Detection using Support Vector Machine and Personalized Retention using Hybrid Recommendations。International Journal on Future Revolution in Computer Science & Communication Engineering,3(11),34-39。 | 22. | Tharwat, Alaa(2021)。Classification Assessment Methods。Applied Computing and Informatics,17(1),168-192。 | 23. | Yang, Bo、Lei, Yu、Liu, Jiming、Li, Wenjie(2017)。Social Collaborative Filtering by Trust。IEEE Transactions on Pattern Analysis and Machine Intelligence,39(8),1633-1647。 | 24. | Zakaryazad, A.、Duman, E.(2016)。A Profit-Driven Artificial Neural Network (ANN) with Applications to Fraud Detection and Direct Marketing。Neurocomputing,175,121-131。 | 25. | Blei, David M.、Ng, Andrew Y.、Jordan, Michael I.(2003)。Latent Dirichlet allocation。Journal of Machine Learning Research,3(4/5),993-1022。 | 26. | Papadimitriou, C. H.、Raghavan, P.、Tamaki, H.、Vempala, S.(2000)。Latent Semantic Indexing: A Probabilistic Analysis。Journal of Computer and System Sciences,61(2),217-235。 | 會議論文1. | Resnick, Paul、Iacovou, Neophytos、Suchak, Mitesh、Bergstrom, Peter、Riedl, John(1994)。GroupLens: An open architecture for collaborative filtering of netnews。The 1994 ACM conference on Computer supported cooperative work。ACM。175-186。 | 2. | Kawale, J.、Pal, A.、Srivastava, J.(2009)。Churn Prediction in MMORPGs: A Social Influence Based Approach。The 2009 International Conference on Computational Science and Engineering。IEEE Computer Society。 | 3. | Ngonmang, B.、Viennet, E.、Tchuente, M.(2012)。Churn Prediction in a Real Online Social Network Using Local Community Analysis。The 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining,282-288。 | 4. | Dasgupta, K.、Singh, R.、Viswanathan, B.、Chakraborty, D.、Mukherjea, S.、Nanavati, A. A.、Joshi, A.(2008)。Social ties and their relevance to churn in mobile telecom networks。The 11th international conference on Extending database technology: Advances in database technology。ACM。668-677。 | 5. | Luo, Bin、Shao, Peiji、Liu, Juan(2007)。Customer Churn Prediction Based on the Decision Tree in Personal Handyphone System Service。The 2007 International Conference on Service Systems and Service Management。 | 6. | O'Donovan, J.、Smyth, B.(2005)。Trust in recommender systems。The 10th International Conference on Intelligent User Interfaces。ACM。 | 7. | Diao, Qiming、Qiu, Minghui、Wu, Chao-Yuan、Smola, Alexander J.、Jiang, Jing、Wang, Chong(2014)。Jointly Modeling Aspects, Ratings and Sentiments for Movie Recommendation (JMARS)。The 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining。ACM。 | 8. | Mcauley, J.、Leskovec, J.(2013)。Hidden Factors and Hidden Topics: Understanding Rating Dimensions with Review Text。The 7th ACM Conference on Recommender Systems。ACM。 | 9. | Hofmann, Thomas(1999)。Probabilistic latent semantic indexing。The 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval。ACM。50-57。 | 10. | Ho, Tin Kam(1995)。Random Decision Forests。The 3rd International Conference on Document Analysis and Recognition。IEEE Computer Society。278-282。 | 11. | Hoffman, Matthew D.、Bach, Francis R.、Blei, David M.(2010)。Online Learning for Latent Dirichlet Allocation。The 23rd International Conference on Neural Information Processing Systems,856-864。 | 12. | Ling, Guang、Lyu, Michael R.、King, Irwin(2014)。Ratings Meet Reviews, a Combined Approach to Recommend。The 8th ACM Conference on Recommender systems。ACM。 | 13. | Massa, P.、Avesani, P.(2004)。Trust-Aware Collaborative Filtering for Recommender Systems。OTM Confederated International Conferences "On the Move to Meaningful Internet Systems"。Springer。492-508。 | 14. | Subramanya, K. B.、Somani, A.(2017)。Enhanced feature mining and classifier models to predict customer churn for an E-retailer。The 2017 7th International Conference on Cloud Computing, Data Science & Engineering: Confluence。 | 15. | Stripling, E.、van den Broucke, S.、Antonio, K.、Baesens, B.、Snoeck, M.(2015)。Profit maximizing logistic regression modeling for customer churn prediction。The 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA)。 | 16. | Zhang, Yangming、Qi, Jiayin、Shu, Huaying、Cao, Jiantong(2007)。A hybrid KNN-LR classifier and its application in customer churn prediction。The 2007 IEEE International Conference on Systems, Man and Cybernetics,3265-3269。 | 圖書1. | Hughes, Arthur M.(1994)。Strategic Database Marketing: The Masterplan for Starting and Managing a Profitable, Customer-Based Marketing Program。Probus Publishing Company。 | 圖書論文1. | Steyvers, Mark、Griffiths, Tom(2007)。Probabilistic topic models。Handbook of latent semantic analysis。Lawrence Erlbaum Associates, Inc.。 | 2. | Hwang, C.-S.、Chen, Y.-P.(2007)。Using Trust in Collaborative Filtering Recommendation。New Trends in Applied Artificial Intelligence。Springer。 | |