A method for automatically extracting domain semantic networks from Wikipedia
|A method for automatically extracting domain semantic networks from Wikipedia|
|Author(s)||Xavier C.C., De Lima V.L.S.|
|Published in||Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)|
|Keyword(s)||knowledge acquisition, semantic networks, Wikipedia (Extra: Domain semantics, Extraction method, Implementation strategies, Link structure analysis, Main tasks, semantic networks, Two domains, Wikipedia, Knowledge acquisition, Semantics, Websites)|
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A method for automatically extracting domain semantic networks from Wikipedia is a 2012 conference paper written in English by Xavier C.C., De Lima V.L.S. and published in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).
This paper describes a method for automatically extracting domain semantic networks of concepts connected by non-specific relations from Wikipedia. We propose an approach based on category and link structure analysis. The method consists of two main tasks: concepts extraction and relations acquisition. For each task we developed two different implementation strategies. Aiming to identify what strategies have the best performances we conducted different extractions for two domains and we analyze their results. From this evaluation we discuss the best approach to implement the extraction method.
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