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K.(2002)。Latent class models for clustering: a comparison with K-means。Canadian Journal of Marketing Research,20(1),36-43。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 6. | Ayesha, S.、Mustafa, T.、Sattar, A. R.、Khan, M. L.(2010)。Data mining model for higher education system。Europen Journal of Scientific Research,43(1),24-29。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 7. | Bhise, R. B.、Thorat, S. S.、Supekar, A. K.(2013)。Importance of data mining in higher education system。Journal of Humanities and Social Science,6(6),18-21。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 8. | Dennis, C.、Marsland, D.、Cockett, T.(2001)。Data mining for shopping centres: customer knowledge-management framework。Journal of Knowledge Management,5(4),368-374。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 9. | Garton, B. L.、Dyer, J. E.、King, B. O.(2000)。The use of learning styles and admission criteria in predicting academic performance and retention of college freshmen。Journal of Agricultural Education,41(2),46-53。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 10. | Gnanasundari, S.、Narendran, P.(2014)。Analysis of different feature selection methods in intrusion detection system。International Journal of Research in Computer Application and Robotics,2(8),119-125。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 11. | Goebel, M.、Gruenwald, L.(1999)。A survey of data mining knowledge discovery software tools。ACM SIGKDD Explorations Newsletter,1(1),20-33。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 12. | Guruler, H.、Istanbullu, A.、Karahasan, M.(2010)。A new student performance analyzing system knowledge discovery in higher educational databases。Computer & Education,55(1),247-254。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 13. | Höschl, C.、Kožený, J.(1997)。Predicting academic performance of medical student: The first three year。American Journal of Psychiatry,154(6),87-92。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 14. | Hsieh, Y.-C.、Hu, B.(2005)。Assessment of admission criteria for predicting hotel management students' academic performance。Journal of Teaching in Travel & Tourism,5(4),1-14。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 15. | Kabakchieva, D.(2013)。Predicting student performance by using data mining methods for classification。Cybernetics and Information Technologies,13(1),61-72。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 16. | Kuncel, N. R.、Hezlett, S. A.(20070223)。Standardized tests predict graduate students' success。Science,315,1080-1081。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 17. | Li, P. S.、Li, L.、Zong, L.(2007)。Postgraduate educational aspiration and policy and implications: A case study of university in western China。Journal of Higher Education,29(2),143-158。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 18. | Markov, Z.、Russell, I.(2006)。An introduction to the WEKA data mining system。ACM SIGCSE Bulletin,38(3),367-368。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 19. | Osmanbegovic, E.、Suljic, M.(2012)。Data mining approach for predicting student performance。Journal of Economics and Business,10(1),3-12。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 20. | Pandey, U. K.、Pal, S.(2011)。Data mining: A prediction of performer or underperformer using classification。International Journal of Computer Science and Information Technology,2(2),686-690。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 21. | Thai-Nighe, N.、Drumond, L.、Krohn-Grimberghe, A.、Schmidt-Thieme, L.(2010)。Recommender system for predicting student performance。Procedia Computer Science,1(2),2811-2819。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 22. | Watson, H. J.、Wixom, B. H.(2007)。The current state of business intelligence。Computer Society,40(9),96-99。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 23. | Yadav, S. K.、Pal, S.(2012)。Data mining: A prediction for performance improvement of engineering students using classification。World of Computer Science and Information Technology Journal,2(2),51-56。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 24. | Yang, B.、Lu, D.-R.(2001)。Predicting academic performance in management education: An empirical investigation of MBA success。Journal of Education for Business,77(1),15-20。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 25. | Romero, C.、Ventura, S.(2007)。Educational data mining: a survey from 1995 to 2005。Expert Systems with Applications,33(1),135-146。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 26. | Baradwaj, Brijesh Kumar、Pal, Saurabh(2011)。Mining Educational Data to Analyze Students Performance。International Journal of Advanced Computer Science and Applications,2(6),63-69。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 會議論文1. | Bresfelean, V. P.(2007)。Analysis and predictions on students' behavior using decision trees in WEKA environment。The ITI 29th international conference on international technology interface。Zagreb, Croatia:SRCE University Computing Centre。51-56。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 2. | Kiss, G.(2010)。Using data mining tools in analyzing undergraduate paper results in computer science at Obuda University。2010 of IEEE international conference on intelligent computing and integrated systems。Beijing:IEEE。954-956。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 3. | Kovačić, Z. J.(2010)。Early prediction of student success: Mining students enrolment data。Proceedings of Informing Science & IT Education Conference (InSITE) 2010。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 4. | Lobur, M.、Stekh, Y.、Kernytskyy, A.、Sardieh, F. M.(2008)。Some trends in knowledge discovery and data mining。The 2008 International Conference on Perspective Technologies and Methods in MEMS Design。Krasnaya Polyana。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 5. | Minaei-Bidgoli, B.、Kashy, D. A.、Kortemeyer, G.、Punch, W.(2003)。Predicting student performance: An application of data mining methods with an educational web-based system。The 33rd ASEE/IEEE Frontiers in Education Conference。Boulder, CO.。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 6. | Wook, M.、Wahab, N.、Awang, N. F.、Yahaya, Y. H.、Isa, M. R. M.、Seong, H. Y.(2009)。Predicting NDUM student's academic performance using data mining techniques。2009 IEEE international conference on computer and electrical engineering。Los Angeles, CA:IEEE。357-361。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 7. | Zhang, H. Y.(2011)。A short introduction to data mining and its application。The 2011 International Conference on Management and Service Science。Wuhan。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 學位論文1. | 溫侑柯(2005)。應用資料探勘之關聯法則探討大學入學成績對在學成績的影響--以資管系為例(碩士論文)。南華大學,嘉義縣。 延伸查詢![new window](/gs32/images/newin.png) | 2. | 楊琇媛(2003)。利用資料倉儲與資料探勘技術於招生策略與學生特質分析之研究(碩士論文)。中原大學,桃園市。 延伸查詢![new window](/gs32/images/newin.png) | 3. | 顏博文(2003)。應用資料探勘技術分析學生選課特性與學業表現(碩士論文)。中原大學,桃園市。 延伸查詢![new window](/gs32/images/newin.png) | 圖書1. | Delors, J.(1998)。Learning: The treasure within。Paris:UNESCO。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 2. | Han, J.、Kamber, M.(2001)。Data Mining: Data Mining Concepts and Techniques。San Francisco, CA:Morgan Kaufmann Publishers。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 3. | 袁梅宇(2015)。王者歸來WEKA機器學習與大數據聖經。臺北市:佳魁資訊。 延伸查詢![new window](/gs32/images/newin.png) | 其他1. | 大學招生委員會聯合會(2014)。甄選入學,http://www.jbcrc.edu.tw/indexl.htm。 延伸查詢![new window](/gs32/images/newin.png) | 2. | Fang, N.,Lu, J.(2009)。Work in progress--A decision tree approach to predicting student performance in a high-enrollment, high-impact, and core engineering course,http://fie-conference.org/fie2009/papers/1106.pdf。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 3. | Geiser, S.,Santelices, M. V.(2007)。Validity of school grades in predicting student success beyond the freshman year: High-school record vs. standard tests as indications of four-ear college outcomes,http://www.cshe.berkeley.edu/sites/default/files/shared/publications/docs/ROPS.GEISER._SAT_6.13.07.pdf。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 4. | Holmes, G.,Donkin, A.,Witten, I. H.(1994)。Weka: A machine learning workbench,http://www.cs.waikato.ac.nz/~ihw/papers/94GH-AD-IHW-WEKA.pdf。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 5. | Ismail, N. H.,Ahmad, F.,Aziz, A. A.(2013)。Implementing WEKA as a data mining to analyze students' academic performances using Naïve Bayes Classifier,https://www.researchgate.net/publication/266082974_Implementing_WEKA_as_a_Data_Mining_Tool_to_Analyze_Students'_Academic_Performances_Using_Naive_Bayes_Classifier。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 6. | Tovar, E.,Soto, Ó.(2010)。The use of competences assessment to predict i the performance of first year student,http://www.fie-conference.org/fie2010/papers/1498.pdf。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | |
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