PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Social network analysis of ontology edit logs
Nenad Tomasev and Dunja Mladenić
Journal of Computing and Information Technology Volume Vol 18, Number No 2, pp. 191-200, 2010.

Abstract

This paper presents an approach applying social network analysis on collaborative edit log data. Semantic Web Wiki and FAO ontologies are given as case studies. A number of users that are editing the same ontology or the same pages can be viewed as a social network of people interacting via the ontology. We propose to represent the edit log files as a graph either of users that are connected if they are editing the same ontology concepts or of concepts that are connected if edited by the same users. We apply social network analysis on such graphs in order to provide some insights into activity of the Wiki/ontology editors. Finally, a plugin was developed which provides a comfortable GUI to some of the used analysis techniques, so that the people interested in monitoring the editing activity can perform that analysis and visualization on their own.

EPrint Type:Article
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Information Retrieval & Textual Information Access
ID Code:7475
Deposited By:Jan Rupnik
Deposited On:17 March 2011