Conceptual Hierarchical Clustering of Documents Using Wikipedia Knowledge
Authors | Gerasimos Spanakis Georgios Siolas Andreas Stafylopatis |
|---|---|
Publication date | 2011 |
DOI | 10.1007/978-90-481-9794-1_25 |
Links | Original |
Conceptual Hierarchical Clustering of Documents Using Wikipedia Knowledge - scientific work related to Wikipedia quality published in 2011, written by Gerasimos Spanakis, Georgios Siolas and Andreas Stafylopatis.
Overview
In this paper, authors propose a novel method for conceptual hierarchical clustering of documents using knowledge extracted from Wikipedia. A robust and compact document representation is built in real-time using the Wikipedia API. The clustering process is hierarchi- cal and creates cluster labels which are descriptive and important for the examined corpus. Experiments show that the proposed technique greatly improves over the baseline approach.
