DocumentCode :
1780446
Title :
Grouping in collaborative e-learning environment based on interaction among students
Author :
Jagadish, D.
Author_Institution :
Inf. Technol., Anna Univ., Chennai, India
fYear :
2014
fDate :
10-12 April 2014
Firstpage :
1
Lastpage :
5
Abstract :
Collaborative learning is an online classroom can take the form of conversation between the whole classes or within smaller groups. Moodle (Modular Object-Oriented Dynamic Learning Environment) is a free and open source e-learning software platform, also known as a Learning Management System, or Virtual Learning Environment (VLE). As a web-based tool, Moodle offers the possible way to deliver courses which include an enormous variety of information sources - links to multimedia, websites and image - which are hard to deliver in a traditional teaching atmosphere. The converse (chat) activity module in moodle allows participants to encompass a realtime synchronous discussion in a moodle course. A teacher can organize users into groups within the course or within particular activities. This paper aims in efficient group formation of learners in a collaborative learning environment so that every individual in the group is benefitted. As a testing platform tenth standard Tamil text book is incorporated in to moodle. In this paper K-NN clustering algorithm is used to improve the group performance. This algorithm achieves good performance in terms of balancing the knowledge level among all the students.
Keywords :
Internet; educational courses; groupware; learning management systems; object-oriented methods; pattern clustering; public domain software; K-NN clustering algorithm; Moodle; VLE; Web-based tool; collaborative e-learning environment; converse activity module; learning management system; modular object-oriented dynamic learning environment; online classroom; open source e-learning software platform; virtual learning environment; Classification algorithms; Clustering algorithms; Collaboration; Collaborative work; Electronic learning; Information technology; Standards; Collaborative environment; KNN; elearning; group formation; moodle;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Recent Trends in Information Technology (ICRTIT), 2014 International Conference on
Conference_Location :
Chennai
Type :
conf
DOI :
10.1109/ICRTIT.2014.6996170
Filename :
6996170
Link To Document :
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