Learning analytics for the prediction of the educational objectives achievement
暂无分享,去创建一个
Manuel Mucientes | Manuel Lama | Manuel Fernández Delgado | Borja Vázquez-Barreiros | M. Lama | M. Delgado | M. Mucientes | B. Vázquez-Barreiros
[1] Nitesh V. Chawla,et al. SMOTE: Synthetic Minority Over-sampling Technique , 2002, J. Artif. Intell. Res..
[2] Ronald H. Stevens,et al. Developing a framework for integrating prior problem solving and knowledge sharing histories of a group to predict future group performance , 2005, 2005 International Conference on Collaborative Computing: Networking, Applications and Worksharing.
[3] Wolfgang Nejdl,et al. A logical characterization of adaptive educational hypermedia , 2004, New Rev. Hypermedia Multim..
[4] Colin Tattersall,et al. How to represent adaptation in e-learning with IMS learning design , 2007, Interact. Learn. Environ..
[5] Somnuk Phon-Amnuaisuk,et al. Data Mining Application in Higher Learning Institutions , 2008, Informatics Educ..
[6] Peter Brusilovsky,et al. KnowledgeTree: a distributed architecture for adaptive e-learning , 2004, WWW Alt. '04.
[7] Àngela Nebot,et al. Fuzzy predictive models to help teachers in e-learning courses , 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).
[8] Milos Jovanovic,et al. Using data mining on student behavior and cognitive style data for improving e-learning systems: a case study , 2012, Int. J. Comput. Intell. Syst..
[9] Paulo J. G. Lisboa,et al. Learning what is important: feature selection and rule extraction in a virtual course , 2006, ESANN.
[10] Peter Brusilovsky,et al. A Framework for Adaptive E-Learning Based on Distributed Re-usable Learning Activities , 2002 .
[11] Chih-Jen Lin,et al. LIBSVM: A library for support vector machines , 2011, TIST.
[12] Sebastián Ventura,et al. Educational Data Mining: A Review of the State of the Art , 2010, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).
[13] Ioanna Lykourentzou,et al. Early and dynamic student achievement prediction in e-learning courses using neural networks , 2009 .
[14] Erkki Sutinen,et al. Using data mining for improving web-based course design , 2002, International Conference on Computers in Education, 2002. Proceedings..
[15] Sotiris B. Kotsiantis,et al. A combinational incremental ensemble of classifiers as a technique for predicting students' performance in distance education , 2010, Knowl. Based Syst..
[16] Susan M Toohey,et al. Designing Courses for Higher Education , 1999 .