Web Usage Mining to Evaluate the Transfer of Learning in a Web-Based Learning Environment

作者: Farah Habib Chanchary , Indrani Haque , Md. Saifuddin Khalid

DOI: 10.1109/WKDD.2008.139

关键词:

摘要: Application of data mining for web log analysis has received significant attention in finding customers' behavioral pattern e-commerce and learners' e- learning. While hit-counts indicate interest the product or purchasing behavior, a student's visits to Learning Management System (LMS) do not necessarily involve transfer Addressing such complexity e-learning, this study analyzed students' two subjects at university Bangladesh, taught over six weeks duration. Data statistical tools have been used find relationships between LMS access behavior overall performances. Results show that students having 'Low' obtained poor grade, on campus was higher than from home. Background is very important effective usage resources. Majority student considered be quite helpful tool as teaching-learning method. Preparation cleaning web-log files well application algorithms analysis.

参考文章(5)
Abdelghani Bellaachia, Eswara Vommina, Bouchra Berrada, Minel: a framework for mining e-learning logs international conference on web based education. pp. 259- 263 ,(2006)
Enric Mor, Julià Minguillón, E-learning personalization based on itineraries and long-term navigational behavior the web conference. pp. 264- 265 ,(2004) , 10.1145/1013367.1013427
M. Ueno, Data mining and text mining technologies for collaborative learning in an ILMS "Ssamurai" international conference on advanced learning technologies. pp. 1052- 1053 ,(2004) , 10.1109/ICALT.2004.1357749
O.R. Zaiane, J. Luo, Towards evaluating learners' behaviour in a Web-based distance learning environment international conference on advanced learning technologies. pp. 357- 360 ,(2001) , 10.1109/ICALT.2001.943944