Wikify! Linking documents to encyclopedic knowledge
|Wikify! Linking documents to encyclopedic knowledge|
|Author(s)||Mihalcea R., Csomai A.|
|Published in||International Conference on Information and Knowledge Management, Proceedings|
|Keyword(s)||Keyword extraction, Semantic annotation, Wikipedia, Word sense disambiguation (Extra: Automatic annotations, Encyclopedic knowledge, Keyword extraction, Manual annotations, Online encyclopedias, Semantic annotation, Wikipedia, Word sense disambiguation, Information theory, Knowledge management, Semantics)|
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Wikify! Linking documents to encyclopedic knowledge is a 2007 conference paper written in English by Mihalcea R., Csomai A. and published in International Conference on Information and Knowledge Management, Proceedings.
This paper introduces the use of Wikipedia as a resource for automatic keyword extraction and word sense disambiguation, and shows how this online encyclopedia can be used to achieve state-of-the-art results on both these tasks. The paper also shows how the two methods can be combined into a system able to automatically enrich a text with links to encyclopedic knowledge. Given an input document, the system identifies the important concepts in the text and automatically links these concepts to the corresponding Wikipedia pages. Evaluations of the system show that the automatic annotations are reliable and hardly distinguishable from manual annotations. Copyright 2007 ACM.
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