Learning style recognition using Artificial Neural Network for adaptive user interface in e-learning

2010 IEEE International Conference on Computational Intelligence and Computing Research, ICCIC 2010

Volumn , Issue , 2010, Pages 245-249

  Kolekar, Sucheta V ^a   Sanjeevi, S G ^a   Bormane, D S ^b  

^a NATIONAL INSTITUTE OF TECHNOLOGY   (India)

^b JSPM S RAJARSHI SHAHU COLLEGE OF ENGINEERING   (India)

Author keywords

Adaptive learning styles; Adaptive user interface; Artificial Neural Network; E learning; Feed forward neural network etc; Web Usage Mining

Indexed keywords

ADAPTIVE LEARNING; ADAPTIVE USER INTERFACE; ARTIFICIAL NEURAL NETWORK; FEED FORWARD NEURAL NETWORK ETC; WEB USAGE MINING;

BEHAVIORAL RESEARCH; CURRICULA; E-LEARNING; LEARNING ALGORITHMS; LEARNING SYSTEMS; ONLINE SYSTEMS; STUDENTS; TEACHING; USER INTERFACES;

NEURAL NETWORKS;

EID: 79951800162     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCIC.2010.5705768     Document Type: Conference Paper

References (10)

1. S. Santhi, Dr. Purushothaman Srinivasan, "An Improved Usage Mining using Back Propagation Algorithm with Functional Update", 2009 IEEE International Conference Advance Computing Conference (IACC 2009), 978-1-4244-2928-8/09.
2. Hanan Ettaher Dagez & Mhd Sapiyan Baba, "Applying Neural Network Technology in Qualitative Research for Extracting Learning Style to Improve E-Learning Environment, The IEEE International Conference, 978-1-4244-2328-6/08 2008.
3. Adina Anca Firte, Camelia Vidrighin Bratu, Calin Cenan "Intelligent Component for adaptive e-learning Systems" IEEE 978-1-4244-5007-7/09/2009
4. ZHANG Linfeng, YU Fei, SHEN Yue, LIAO Guiping, Chen Ken "E-learning System Based on Neural Networks" Proceedings of the World Congress on Engineering 2007 Vol I WCE 2007, July 2-4, 2007, London, U.K.
5. Hafidh Ba-Omar, Ilias Petrounias and Fahad Anwar, "A framework of Web Usage Mining to Personalize E-learning", Seventh IEEE International Conference on Advanced Learning Technologies (ICALT 2007) 0-7695-2916-X/07 2007 IEEE.
6. Zurina Muda and Ros Emiliana Kartina Mohamed "Adaptive User Interface Design In Multimedia Courseware" IEEE 0- 7803-9521-2/06 2006.
7. Ekaterina Vasilyeva, Mykola Pechenizkiy, Seppo Puuronen "Towards the Framework of Adaptive User Interfaces for eHealth", Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS'05) 1063-7125/05 2005.
8. Abdul-Rahim Ahmad, Otman Basir, Khaled Hassanein, "Adaptive User Interfaces for Intelligent E-Learning: Issues and Trends", The Fourth International Conference on Electronic Business (ICEB2004) / Beijing.
9. Jiming Liu, Chi Kuen Wong, and Ka Keung Hui, Hong Kong Baptist "An Adaptive User Interface Based on Personalized Learning" IEEE INTELLIGENT SYSTEMS 1094-7167 /03 2003.
10. Sucheta Kolekar, Dr. Sriram G. Sanjeevi, D. S. Bormane, "The Framework of an Adaptive User Interface for E-learning Environment using Artificial Neural Network", 2010 WORLDCOMP/ International Conference on e-Learning, e-Business, Enterprise Information Systems, and e-Government (EEE'10: July 12-15, 2010, USA).