2015
DOI: 10.1007/s12083-015-0397-0
|View full text |Cite
|
Sign up to set email alerts
|

Mining students activities from a computer supported collaborative learning system based on peer to peer network

Abstract: As Information & Communication Technology(ICT) is rapidly evolved, educational paradigms have been changing. The ultimate goal of education with the aid of ICT is to provide customized training for learners to improve the effectiveness of their learning at anytime and anywhere. In the online learning environment where the Internet, mobile devices, peer-to-peer (P2P) and the cloud technology are leveraged, all the information in learning activities is converted into digital data and stored in the Computer Suppo… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
1
1

Citation Types

0
16
0
4

Year Published

2015
2015
2022
2022

Publication Types

Select...
5
3

Relationship

0
8

Authors

Journals

citations
Cited by 25 publications
(20 citation statements)
references
References 12 publications
0
16
0
4
Order By: Relevance
“…Assistance from Collaborative Learning Encouraged by the nature of how OL is structured and OERs' pedagogical concept, learners can get helpful information from P2P learning which can be collaborative learning, virtual social activities over social network and assimilating knowledge from content generated by other learners [55].…”
Section: External Factorsmentioning
confidence: 99%
“…Assistance from Collaborative Learning Encouraged by the nature of how OL is structured and OERs' pedagogical concept, learners can get helpful information from P2P learning which can be collaborative learning, virtual social activities over social network and assimilating knowledge from content generated by other learners [55].…”
Section: External Factorsmentioning
confidence: 99%
“…One of the important factors for nation's sustainable economy which aimed in the improvement of proficiency of general public is education [1]. Knowledge discovery from learning institution's databases through different techniques in data mining can aid in informed decision-making [2], [3] and when paired with advances of machine learning algorithms, it can build prediction models with enhanced accuracy [4], [5]. However, the application of these techniques in learning institutions still need more interest [6].…”
Section: Introductionmentioning
confidence: 99%
“…EDM refers to the methods and tools used to obtain information from educational records (i.e., exam results, online logs to track learning behaviors) and then analyzes the information to formulate outcomes. It is concerned with developing methods (i.e., statistics, correlation analysis, regression, online analytical processes, social network analysis, cluster analysis, and text mining) to explore the unique and increasingly large-scale data obtained from educational environments and utilizing those methods to better understand students and the environments in which they learn [11][12][13]. Since data mining techniques are usually used to evaluate training models and tools, EDM is seen as knowledge-intensive work.…”
mentioning
confidence: 99%