Using Wikipedia Categories for Compact Representations of Chemical Documents

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Using Wikipedia Categories for Compact Representations of Chemical Documents
Authors
Benjamin Köhncke
Wolf-Tilo Balke
Publication date
2010
DOI
10.1145/1871437.1871735
Links
Original Preprint

Using Wikipedia Categories for Compact Representations of Chemical Documents - scientific work related to Wikipedia quality published in 2010, written by Benjamin Köhncke and Wolf-Tilo Balke.

Overview

Today, Web pages are usually accessed using text search engines, whereas documents stored in the deep Web are accessed through domain-specific Web portals. These portals rely on external knowledge bases, respectively ontologies, mapping documents to more general concepts allowing for suitable classifications and navigational browsing. Since automatically generated ontologies are still not satisfactory for advanced information retrieval tasks, most portals heavily rely on hand-crafted domain-specific ontologies. This, however, also leads to high creation and maintaining costs. On the other hand, a freely available community maintained, if somewhat general, knowledge base is offered by Wikipedia. During the last years the coverage of Wikipedia has reached a large pool of information including articles from almost all domains. In this paper, authors investigate the use of Wikipedia categories to describe the content of chemical documents in a compact form. Authors compare the results to the domain-specific ChEBI ontology and the results show that Wikipedia categories indeed allow useful descriptions for chemical documents that are even better than descriptions from the ChEBI ontology.

Embed

Wikipedia Quality

Köhncke, Benjamin; Balke, Wolf-Tilo. (2010). "[[Using Wikipedia Categories for Compact Representations of Chemical Documents]]".DOI: 10.1145/1871437.1871735.

English Wikipedia

{{cite journal |last1=Köhncke |first1=Benjamin |last2=Balke |first2=Wolf-Tilo |title=Using Wikipedia Categories for Compact Representations of Chemical Documents |date=2010 |doi=10.1145/1871437.1871735 |url=https://wikipediaquality.com/wiki/Using_Wikipedia_Categories_for_Compact_Representations_of_Chemical_Documents}}

HTML

Köhncke, Benjamin; Balke, Wolf-Tilo. (2010). &quot;<a href="https://wikipediaquality.com/wiki/Using_Wikipedia_Categories_for_Compact_Representations_of_Chemical_Documents">Using Wikipedia Categories for Compact Representations of Chemical Documents</a>&quot;.DOI: 10.1145/1871437.1871735.