Using wikipedia categories for compact representations of chemical documents
|Using wikipedia categories for compact representations of chemical documents|
|Author(s)||Kohncke B., Balke W.-T.|
|Published in||International Conference on Information and Knowledge Management, Proceedings|
|Keyword(s)||Document topic, Ontology, Tag cloud, Wikipedia categories (Extra: Automatically generated, Compact representation, Deep web, Document topic, Domain specific, Domain-specific ontologies, External knowledge, Knowledge base, Tag clouds, Web page, Web portal, Wikipedia, Information retrieval, Knowledge based systems, Knowledge management, Lakes, Natural language processing systems, Search engines, Websites, Ontology)|
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Using wikipedia categories for compact representations of chemical documents is a 2010 conference paper written in English by Kohncke B., Balke W.-T. and published in International Conference on Information and Knowledge Management, Proceedings.
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, we investigate the use of Wikipedia categories to describe the content of chemical documents in a compact form. We 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.
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