Title :
Topic Calculation and Clustering: An Application to Wikipedia
Author :
Garza, Sara E. ; Brena, Ramón F. ; Ramirez, E.
Author_Institution :
Centro de Sist. Inteligentes, Tecnol. de Monterrey, Monterrey
Abstract :
Wikipedia is nowadays one of the most valuable information resources; nevertheless, its current structure, which has no formal organization, does not allow to always have a useful browsing among topics. Moreover, even though most Wikipedia pages include a "See Also" section for navigating through those articles\´ related Wikipedia pages, the only references included here are those which authors are aware of, leading to incompleteness and other irregularities. In this work, a method for finding related Wikipedia articles is proposed; this method relies on a framework that clusters documents into semantically-calculated topics and selects the closest documents which could enrich the "See Also" section.
Keywords :
Internet; Web sites; pattern clustering; Wikipedia pages; documents clustering; information resources; semantically-calculated topics; Artificial intelligence; Equations; Frequency; Information resources; Information retrieval; Navigation; Object oriented programming; Web pages; Wikipedia; World Wide Web; Semantic Web; Wikipedia; document clustering; semantic browsing;
Conference_Titel :
Artificial Intelligence, 2008. MICAI '08. Seventh Mexican International Conference on
Conference_Location :
Atizapan de Zaragoza
Print_ISBN :
978-0-7695-3441-1
DOI :
10.1109/MICAI.2008.44