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.
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Wikipedia Quality
Spanakis, Gerasimos; Siolas, Georgios; Stafylopatis, Andreas. (2011). "[[Conceptual Hierarchical Clustering of Documents Using Wikipedia Knowledge]]". Springer, Dordrecht. DOI: 10.1007/978-90-481-9794-1_25.
English Wikipedia
{{cite journal |last1=Spanakis |first1=Gerasimos |last2=Siolas |first2=Georgios |last3=Stafylopatis |first3=Andreas |title=Conceptual Hierarchical Clustering of Documents Using Wikipedia Knowledge |date=2011 |doi=10.1007/978-90-481-9794-1_25 |url=https://wikipediaquality.com/wiki/Conceptual_Hierarchical_Clustering_of_Documents_Using_Wikipedia_Knowledge |journal=Springer, Dordrecht}}
HTML
Spanakis, Gerasimos; Siolas, Georgios; Stafylopatis, Andreas. (2011). "<a href="https://wikipediaquality.com/wiki/Conceptual_Hierarchical_Clustering_of_Documents_Using_Wikipedia_Knowledge">Conceptual Hierarchical Clustering of Documents Using Wikipedia Knowledge</a>". Springer, Dordrecht. DOI: 10.1007/978-90-481-9794-1_25.
