{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,10]],"date-time":"2024-09-10T17:10:31Z","timestamp":1725988231899},"reference-count":39,"publisher":"Elsevier BV","issue":"2","license":[{"start":{"date-parts":[[2009,9,1]],"date-time":"2009-09-01T00:00:00Z","timestamp":1251763200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Computers & Education"],"published-print":{"date-parts":[[2009,9]]},"DOI":"10.1016\/j.compedu.2009.02.008","type":"journal-article","created":{"date-parts":[[2009,3,25]],"date-time":"2009-03-25T09:34:03Z","timestamp":1237973643000},"page":"273-285","source":"Crossref","is-referenced-by-count":106,"title":["A learning style classification mechanism for e-learning"],"prefix":"10.1016","volume":"53","author":[{"given":"Yi-Chun","family":"Chang","sequence":"first","affiliation":[]},{"given":"Wen-Yan","family":"Kao","sequence":"additional","affiliation":[]},{"given":"Chih-Ping","family":"Chu","sequence":"additional","affiliation":[]},{"given":"Chiung-Hui","family":"Chiu","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/j.compedu.2009.02.008_bib1","unstructured":"Allen, I. E., & Seaman, J. (2003). Sizing the opportunity: The quality and extent of online education in the United States, 2002 and 2003. The Sloan Consortium, Technology Report."},{"key":"10.1016\/j.compedu.2009.02.008_bib2","doi-asserted-by":"crossref","first-page":"291","DOI":"10.1016\/S0169-7552(98)00082-8","article-title":"Web-based education for all: A tool for development adaptive courseware","volume":"30","author":"Brusilovsky","year":"1998","journal-title":"Computer Networks and ISDN Systems"},{"key":"10.1016\/j.compedu.2009.02.008_bib3","first-page":"19","article-title":"Adaptive and intelligent technologies for web-based education","volume":"13","author":"Brusilovsky","year":"1999","journal-title":"KI \u2013 Kunstliche Intelligenz"},{"issue":"5","key":"10.1016\/j.compedu.2009.02.008_bib4","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1145\/506218.506239","article-title":"From adaptive hypermedia to the adaptive web","volume":"45","author":"Brusilovsky","year":"2002","journal-title":"Communications of the ACM"},{"issue":"1","key":"10.1016\/j.compedu.2009.02.008_bib5","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1109\/13.746332","article-title":"Addressing different learning styles through course hypermedia","volume":"42","author":"Carver","year":"1999","journal-title":"IEEE Transactions on Education"},{"issue":"3","key":"10.1016\/j.compedu.2009.02.008_bib6","doi-asserted-by":"crossref","first-page":"237","DOI":"10.1016\/j.compedu.2004.01.006","article-title":"Personalized e-learning system using Item Response Theory","volume":"44","author":"Chen","year":"2005","journal-title":"Computers and Education"},{"key":"10.1016\/j.compedu.2009.02.008_bib7","series-title":"Design of optimal nearest neighbor classifier using an intelligent multi-objective evolutionary algorithm","volume":"Vol. 3157, pp. 262\u2013271","author":"Chen","year":"2004"},{"key":"10.1016\/j.compedu.2009.02.008_bib8","unstructured":"Chiu, C. H., Chuang, C. H., Hsiao, H. F., & Yang, H. Y. (in press). Exploring the patterns of computer mediated synchronous collaboration by elementary school students. Computers in Human Behavior."},{"key":"10.1016\/j.compedu.2009.02.008_bib9","series-title":"Productivity environmental preference survey","author":"Dunn","year":"1984"},{"issue":"7","key":"10.1016\/j.compedu.2009.02.008_bib10","first-page":"674","article-title":"Learning and teaching styles","volume":"78","author":"Felder","year":"1988","journal-title":"Journal of Engineering Education"},{"issue":"3","key":"10.1016\/j.compedu.2009.02.008_bib11","doi-asserted-by":"crossref","first-page":"794","DOI":"10.1016\/j.compedu.2005.11.017","article-title":"Evaluating Bayesian Networks\u2019 precision for detecting students\u2019 learning styles","volume":"49","author":"Garc\u00eda","year":"2007","journal-title":"Computers and Education"},{"key":"10.1016\/j.compedu.2009.02.008_bib12","unstructured":"Gerald, D. E., & Hussar, W. J. (2003). Projections of education statistics to 2013. National Center for Education Statistics, Technology Report NCES 2004-013, Washington, DC."},{"key":"10.1016\/j.compedu.2009.02.008_bib13","doi-asserted-by":"crossref","unstructured":"Graf, S., & Kinshuk, P. (2006). An approach for detecting learning styles in Learning Management Systems. In Proceedings of the sixth international conference on advanced learning technologies (ICALT\u201906) (pp. 161\u2013163).","DOI":"10.1109\/ICALT.2006.1652395"},{"issue":"406","key":"10.1016\/j.compedu.2009.02.008_bib14","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1177\/019263657706140604","article-title":"Implications for learning and teaching: A new definition for individual","volume":"61","author":"Gregorc","year":"1977","journal-title":"NASSP Bulletin"},{"key":"10.1016\/j.compedu.2009.02.008_bib15","series-title":"Adaptation in natural and artificial system","author":"Holland","year":"1975"},{"key":"10.1016\/j.compedu.2009.02.008_bib16","doi-asserted-by":"crossref","unstructured":"Huang, J., Wang, Y., Tan, T., & Cui, J. (2004). A new Iris segmentation method for recognition. In Proceedings of the 17th international conference on pattern recognition (ICPR 2004) (Vol. 3, pp. 554\u2013557).","DOI":"10.1109\/ICPR.2004.1334589"},{"issue":"1","key":"10.1016\/j.compedu.2009.02.008_bib17","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1016\/j.compedu.2007.05.014","article-title":"An enhanced genetic approach to optimizing auto-reply accuracy of an e-learning system","volume":"51","author":"Hwang","year":"2008","journal-title":"Computers and Education"},{"key":"10.1016\/j.compedu.2009.02.008_bib18","series-title":"Biometrics: Personal identification in a Networked Society","author":"Jain","year":"1999"},{"key":"10.1016\/j.compedu.2009.02.008_bib19","series-title":"Learning styles: Theory and practice","author":"Keefe","year":"1987"},{"key":"10.1016\/j.compedu.2009.02.008_bib20","series-title":"Learning style inventory","author":"Kolb","year":"1984"},{"issue":"8","key":"10.1016\/j.compedu.2009.02.008_bib21","doi-asserted-by":"crossref","first-page":"809","DOI":"10.1016\/0167-8655(95)00047-K","article-title":"Editing for the k-nearest neighbors rule by a genetic algorithm","volume":"16","author":"Kuncheva","year":"1995","journal-title":"Pattern Recognition Letter"},{"issue":"6","key":"10.1016\/j.compedu.2009.02.008_bib22","doi-asserted-by":"crossref","first-page":"1041","DOI":"10.1016\/S0031-3203(96)00134-3","article-title":"Fitness functions in editing k-NN reference set by genetic algorithms","volume":"30","author":"Kuncheva","year":"1997","journal-title":"Pattern Recognition"},{"issue":"11\u201313","key":"10.1016\/j.compedu.2009.02.008_bib23","doi-asserted-by":"crossref","first-page":"1149","DOI":"10.1016\/S0167-8655(99)00082-3","article-title":"Nearest neighbor classifier: Simultaneous editing and feature selection","volume":"20","author":"Kuncheva","year":"1999","journal-title":"Pattern Recognition Letters"},{"key":"10.1016\/j.compedu.2009.02.008_bib24","series-title":"Machine learning","author":"Mitchell","year":"1997"},{"key":"10.1016\/j.compedu.2009.02.008_bib25","unstructured":"Pena, C., Narzo, J., & Rosa, J. (2002). Intelligent agents in a teaching and learning environment on the Web. In Proceedings of the 2nd IEEE international conference on advanced learning technologies (ICALT2002) (pp. 9\u201312)."},{"key":"10.1016\/j.compedu.2009.02.008_bib26","series-title":"Representations for genetic and evolutionary algorithms","author":"Rothlauf","year":"2006"},{"issue":"4","key":"10.1016\/j.compedu.2009.02.008_bib27","doi-asserted-by":"crossref","first-page":"1744","DOI":"10.1016\/j.compedu.2008.05.008","article-title":"ETeacher: Providing personalized assistance to e-learning students","volume":"51","author":"Schiaffino","year":"2008","journal-title":"Computers and Education"},{"key":"10.1016\/j.compedu.2009.02.008_bib28","doi-asserted-by":"crossref","unstructured":"Sessink, O., Beeftink, R., Tramper, J., & Hartog, R. (2003). Author-Defined storage in the next generation Learning Management Systems. In Proceedings of the 3rd IEEE international conference on advanced learning technologies (ICALT\u201903) (pp. 57\u201361).","DOI":"10.1109\/ICALT.2003.1215026"},{"key":"10.1016\/j.compedu.2009.02.008_bib29","doi-asserted-by":"crossref","unstructured":"Shang, Y., Shi, H. C., & Chen, S. S. (2001). An intelligent distributed environment for active learning. In Proceedings of the 10th international conference on World Wide Web (pp. 308\u2013315).","DOI":"10.1145\/371920.372074"},{"key":"10.1016\/j.compedu.2009.02.008_bib30","unstructured":"Shareable Content Object Reference Model (SCORM). (2004). ."},{"key":"10.1016\/j.compedu.2009.02.008_bib31","unstructured":"Stangl, W. (2002). Der HALB-Test [The HALB test]. ."},{"key":"10.1016\/j.compedu.2009.02.008_bib32","unstructured":"Syswerda, G. (1989). Uniform crossover in genetic algorithms. In Proceedings of the third international conference on genetic algorithms and their applications (pp. 2\u20139)."},{"issue":"1","key":"10.1016\/j.compedu.2009.02.008_bib33","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1016\/S0360-1315(03)00031-9","article-title":"The design and the formative evaluation of an adaptive educational system based on cognitive","volume":"41","author":"Trantafillou","year":"2003","journal-title":"Computer and Education"},{"issue":"2","key":"10.1016\/j.compedu.2009.02.008_bib34","doi-asserted-by":"crossref","first-page":"776","DOI":"10.1016\/j.compedu.2007.08.002","article-title":"Development of an adaptive learning system with two sources of personalization information","volume":"51","author":"Tseng","year":"2008","journal-title":"Computers and Education"},{"key":"10.1016\/j.compedu.2009.02.008_bib35","unstructured":"Waits, T., & Lewis, L. (2003). Distance education at degree-granting postsecondary institutions 2001\u20132002. National Center for Education Statistics, Washington, DC, Technology Report NCES 2003-017."},{"issue":"1","key":"10.1016\/j.compedu.2009.02.008_bib36","doi-asserted-by":"crossref","first-page":"166","DOI":"10.1016\/j.asoc.2006.11.011","article-title":"Fast Constructive-Covering Algorithm for neural networks and its implement in classification","volume":"8","author":"Wang","year":"2008","journal-title":"Applied Soft Computing"},{"key":"10.1016\/j.compedu.2009.02.008_bib37","unstructured":"Wirt, J., Choy, S., Rooney, P., Provasnik, S., & Tobin, R. (2004). The condition of education 2004. National Center for Education Statistics, Washington, DC, Technology Report NCES 2004-077."},{"issue":"4","key":"10.1016\/j.compedu.2009.02.008_bib38","doi-asserted-by":"crossref","first-page":"345","DOI":"10.1016\/j.compedu.2003.09.005","article-title":"Prediction and assessment of student behaviour in open and distance education in computers using Bayesian networks","volume":"43","author":"Xenos","year":"2004","journal-title":"Journal of Computers and Education"},{"issue":"9","key":"10.1016\/j.compedu.2009.02.008_bib39","doi-asserted-by":"crossref","first-page":"1423","DOI":"10.1109\/5.784219","article-title":"Evolving artificial neural networks","volume":"87","author":"Yao","year":"1999","journal-title":"Proceedings of the IEEE"}],"container-title":["Computers & Education"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S036013150900044X?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S036013150900044X?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2019,5,19]],"date-time":"2019-05-19T02:22:01Z","timestamp":1558232521000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S036013150900044X"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,9]]},"references-count":39,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2009,9]]}},"alternative-id":["S036013150900044X"],"URL":"https:\/\/doi.org\/10.1016\/j.compedu.2009.02.008","relation":{},"ISSN":["0360-1315"],"issn-type":[{"value":"0360-1315","type":"print"}],"subject":[],"published":{"date-parts":[[2009,9]]}}}