Extraction of Semantic Relations Between Concepts with Knn Algorithms on Wikipedia
Authors | Alexander Panchenko Cédrick Fairon |
|---|---|
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>".
