Matches in ScholarlyData for { <https://w3id.org/scholarlydata/inproceedings/iswc2007+aswc2007/tracks/research/papers/617> ?p ?o. }
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- 617 creator fausto-giunchiglia.
- 617 creator ilya-zaihrayeu.
- 617 creator lei-sun.
- 617 creator mingmin-chi.
- 617 creator qi-ju.
- 617 creator wei-pan.
- 617 creator xuanjing-huang.
- 617 type InProceedings.
- 617 label "From Web Directories to Ontologies: Natural Language Processing Challenges".
- 617 sameAs 617.
- 617 abstract "Hierarchical classifications are used pervasively by humans as a means to organize their data and knowledge about the world. One of their main advantages is that natural language labels, used to describe their contents, are easily understood by human users. However, at the same time, this is also one of their main disadvantages as these same labels are ambiguous and very hard to be reasoned about by software agents. This fact creates an insuperable hindrance for classifications to being embedded in the Semantic Web infrastructure. This paper presents an approach to converting classifications into lightweight ontologies, and it makes the following contributions: (i) it identifies the main NLP problems related to the conversion process and shows how they are different from the classical problems of NLP; (ii) it proposes heuristic solutions to these problems, which are especially effective in this domain; and (iii) it evaluates the proposed solutions by testing them on DMoz data.".
- 617 hasAuthorList authorList.
- 617 hasTopic Information_extraction.
- 617 hasTopic Natural_language_processing.
- 617 hasTopic Semantic_Web.
- 617 hasTopic Web_annotation.
- 617 isPartOf proceedings.
- 617 title "From Web Directories to Ontologies: Natural Language Processing Challenges".