AAAI Publications, Thirty-First AAAI Conference on Artificial Intelligence

Font Size: 
Wikitop: Using Wikipedia Category Network to Generate Topic Trees
Saravana Kumar, Prasath Rengarajan, Arockia Xavier Annie

Last modified: 2017-02-12

Abstract


Automated topic identification is an essential component invarious information retrieval and knowledge representationtasks such as automated summary generation, categorization search and document indexing. In this paper, we present the Wikitop system to automatically generate topic trees from the input text by performing hierarchical classification using the Wikipedia Category Network (WCN). Our preliminary results over a collection of 125 articles are encouraging and show potential of a robust methodology for automated topic tree generation.

Keywords


text categorization; topic identification; SVM classifiers

Full Text: PDF