Abstract | ||
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Spectral clustering is a data mining method used for finding patterns in high dimensional datasets. It has been applied effectively to solve many problems in signal processing, bioinformatics, etc. In this paper spectral clustering was implemented to find students’ patterns of behavior in an elearning system, to explore the relationship between the similarity of students’behavior and their academic performance. |
Year | DOI | Venue |
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2010 | 10.1109/ASONAM.2010.63 | ASONAM |
Keywords | DocType | Citations |
elearning system,data mining method,spectral clustering,high dimensional datasets,paper spectral clustering,synthetic social networks,academic performance,signal processing,microeconomics,electronic learning,social network,clustering algorithms,data mining | Conference | 0 |
PageRank | References | Authors |
0.34 | 5 | 5 |
Name | Order | Citations | PageRank |
---|---|---|---|
Gamila Obadi | 1 | 8 | 1.29 |
Pavla Drazdilova | 2 | 9 | 2.40 |
Jan Martinovic | 3 | 129 | 34.61 |
Katerina Slaninova | 4 | 11 | 2.13 |
Václav Snasel | 5 | 1261 | 210.53 |