Difference between revisions of "Extraction of Semantic Relations Between Concepts with Knn Algorithms on Wikipedia"
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== Overview == | == Overview == | ||
This paper presents methods for extraction of semantic relations be- tween words. The methods rely on the k-nearest neighbor algorithms and two [[semantic similarity]] [[measures]] to extract relations from the abstracts of Wikipe- dia articles. Authors analyze the proposed methods and evaluate their performance. Precision of the extraction with the best method achieves 83%. Authors also present an [[open source]] system which effectively implements the described algorithms. | This paper presents methods for extraction of semantic relations be- tween words. The methods rely on the k-nearest neighbor algorithms and two [[semantic similarity]] [[measures]] to extract relations from the abstracts of Wikipe- dia articles. Authors analyze the proposed methods and evaluate their performance. Precision of the extraction with the best method achieves 83%. Authors also present an [[open source]] system which effectively implements the described algorithms. | ||
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+ | == Embed == | ||
+ | === Wikipedia Quality === | ||
+ | <code> | ||
+ | <nowiki> | ||
+ | Panchenko, Alexander; Fairon, Cédrick. (2012). "[[Extraction of Semantic Relations Between Concepts with Knn Algorithms on Wikipedia]]". | ||
+ | </nowiki> | ||
+ | </code> | ||
+ | |||
+ | === English Wikipedia === | ||
+ | <code> | ||
+ | <nowiki> | ||
+ | {{cite journal |last1=Panchenko |first1=Alexander |last2=Fairon |first2=Cédrick |title=Extraction of Semantic Relations Between Concepts with Knn Algorithms on Wikipedia |date=2012 |url=https://wikipediaquality.com/wiki/Extraction_of_Semantic_Relations_Between_Concepts_with_Knn_Algorithms_on_Wikipedia}} | ||
+ | </nowiki> | ||
+ | </code> | ||
+ | |||
+ | === HTML === | ||
+ | <code> | ||
+ | <nowiki> | ||
+ | Panchenko, Alexander; Fairon, Cédrick. (2012). &quot;<a href="https://wikipediaquality.com/wiki/Extraction_of_Semantic_Relations_Between_Concepts_with_Knn_Algorithms_on_Wikipedia">Extraction of Semantic Relations Between Concepts with Knn Algorithms on Wikipedia</a>&quot;. | ||
+ | </nowiki> | ||
+ | </code> |
Revision as of 17:01, 24 July 2019
Authors | Alexander Panchenko Cédrick Fairon |
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Publication date | 2012 |
Links | Original |
Extraction of Semantic Relations Between Concepts with Knn Algorithms on Wikipedia - scientific work related to Wikipedia quality published in 2012, written by Alexander Panchenko and Cédrick Fairon.
Overview
This paper presents methods for extraction of semantic relations be- tween words. The methods rely on the k-nearest neighbor algorithms and two semantic similarity measures to extract relations from the abstracts of Wikipe- dia articles. Authors analyze the proposed methods and evaluate their performance. Precision of the extraction with the best method achieves 83%. Authors also present an open source system which effectively implements the described algorithms.
Embed
Wikipedia Quality
Panchenko, Alexander; Fairon, Cédrick. (2012). "[[Extraction of Semantic Relations Between Concepts with Knn Algorithms on Wikipedia]]".
English Wikipedia
{{cite journal |last1=Panchenko |first1=Alexander |last2=Fairon |first2=Cédrick |title=Extraction of Semantic Relations Between Concepts with Knn Algorithms on Wikipedia |date=2012 |url=https://wikipediaquality.com/wiki/Extraction_of_Semantic_Relations_Between_Concepts_with_Knn_Algorithms_on_Wikipedia}}
HTML
Panchenko, Alexander; Fairon, Cédrick. (2012). "<a href="https://wikipediaquality.com/wiki/Extraction_of_Semantic_Relations_Between_Concepts_with_Knn_Algorithms_on_Wikipedia">Extraction of Semantic Relations Between Concepts with Knn Algorithms on Wikipedia</a>".