Difference between revisions of "Automatising the Learning of Lexical Patterns: an Application to the Enrichment of Wordnet by Extracting Semantic Relationships from Wikipedia"
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+ | {{Infobox work | ||
+ | | title = Automatising the Learning of Lexical Patterns: an Application to the Enrichment of Wordnet by Extracting Semantic Relationships from Wikipedia | ||
+ | | date = 2007 | ||
+ | | authors = [[Maria Ruiz-Casado]]<br />[[Enrique Alfonseca]]<br />[[Pablo Castells]] | ||
+ | | doi = 10.1016/j.datak.2006.06.011 | ||
+ | | link = http://www.sciencedirect.com/science/article/pii/S0169023X06001169 | ||
+ | }} | ||
'''Automatising the Learning of Lexical Patterns: an Application to the Enrichment of Wordnet by Extracting Semantic Relationships from Wikipedia''' - scientific work related to [[Wikipedia quality]] published in 2007, written by [[Maria Ruiz-Casado]], [[Enrique Alfonseca]] and [[Pablo Castells]]. | '''Automatising the Learning of Lexical Patterns: an Application to the Enrichment of Wordnet by Extracting Semantic Relationships from Wikipedia''' - scientific work related to [[Wikipedia quality]] published in 2007, written by [[Maria Ruiz-Casado]], [[Enrique Alfonseca]] and [[Pablo Castells]]. | ||
== Overview == | == Overview == | ||
This paper describes an automatic approach to identify lexical patterns that represent semantic relationships between concepts in an on-line encyclopedia. Next, these patterns can be applied to extend existing ontologies or semantic networks with new relations. The experiments have been performed with the Simple [[English Wikipedia]] and [[WordNet]] 1.7. A new algorithm has been devised for automatically generalising the lexical patterns found in the encyclopedia entries. Authors have found general patterns for the hyperonymy, hyponymy, holonymy and meronymy relations and, using them, authors have extracted more than 2600 new relationships that did not appear in WordNet originally. The precision of these relationships depends on the degree of generality chosen for the patterns and the type of relation, being around 60-70% for the best combinations proposed. | This paper describes an automatic approach to identify lexical patterns that represent semantic relationships between concepts in an on-line encyclopedia. Next, these patterns can be applied to extend existing ontologies or semantic networks with new relations. The experiments have been performed with the Simple [[English Wikipedia]] and [[WordNet]] 1.7. A new algorithm has been devised for automatically generalising the lexical patterns found in the encyclopedia entries. Authors have found general patterns for the hyperonymy, hyponymy, holonymy and meronymy relations and, using them, authors have extracted more than 2600 new relationships that did not appear in WordNet originally. The precision of these relationships depends on the degree of generality chosen for the patterns and the type of relation, being around 60-70% for the best combinations proposed. | ||
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+ | == Embed == | ||
+ | === Wikipedia Quality === | ||
+ | <code> | ||
+ | <nowiki> | ||
+ | Ruiz-Casado, Maria; Alfonseca, Enrique; Castells, Pablo. (2007). "[[Automatising the Learning of Lexical Patterns: an Application to the Enrichment of Wordnet by Extracting Semantic Relationships from Wikipedia]]". Elsevier Science Publishers B. V.. DOI: 10.1016/j.datak.2006.06.011. | ||
+ | </nowiki> | ||
+ | </code> | ||
+ | |||
+ | === English Wikipedia === | ||
+ | <code> | ||
+ | <nowiki> | ||
+ | {{cite journal |last1=Ruiz-Casado |first1=Maria |last2=Alfonseca |first2=Enrique |last3=Castells |first3=Pablo |title=Automatising the Learning of Lexical Patterns: an Application to the Enrichment of Wordnet by Extracting Semantic Relationships from Wikipedia |date=2007 |doi=10.1016/j.datak.2006.06.011 |url=https://wikipediaquality.com/wiki/Automatising_the_Learning_of_Lexical_Patterns:_an_Application_to_the_Enrichment_of_Wordnet_by_Extracting_Semantic_Relationships_from_Wikipedia |journal=Elsevier Science Publishers B. V.}} | ||
+ | </nowiki> | ||
+ | </code> | ||
+ | |||
+ | === HTML === | ||
+ | <code> | ||
+ | <nowiki> | ||
+ | Ruiz-Casado, Maria; Alfonseca, Enrique; Castells, Pablo. (2007). &quot;<a href="https://wikipediaquality.com/wiki/Automatising_the_Learning_of_Lexical_Patterns:_an_Application_to_the_Enrichment_of_Wordnet_by_Extracting_Semantic_Relationships_from_Wikipedia">Automatising the Learning of Lexical Patterns: an Application to the Enrichment of Wordnet by Extracting Semantic Relationships from Wikipedia</a>&quot;. Elsevier Science Publishers B. V.. DOI: 10.1016/j.datak.2006.06.011. | ||
+ | </nowiki> | ||
+ | </code> | ||
+ | |||
+ | |||
+ | |||
+ | [[Category:Scientific works]] | ||
+ | [[Category:English Wikipedia]] |
Latest revision as of 08:28, 16 January 2020
Authors | Maria Ruiz-Casado Enrique Alfonseca Pablo Castells |
---|---|
Publication date | 2007 |
DOI | 10.1016/j.datak.2006.06.011 |
Links | Original |
Automatising the Learning of Lexical Patterns: an Application to the Enrichment of Wordnet by Extracting Semantic Relationships from Wikipedia - scientific work related to Wikipedia quality published in 2007, written by Maria Ruiz-Casado, Enrique Alfonseca and Pablo Castells.
Overview
This paper describes an automatic approach to identify lexical patterns that represent semantic relationships between concepts in an on-line encyclopedia. Next, these patterns can be applied to extend existing ontologies or semantic networks with new relations. The experiments have been performed with the Simple English Wikipedia and WordNet 1.7. A new algorithm has been devised for automatically generalising the lexical patterns found in the encyclopedia entries. Authors have found general patterns for the hyperonymy, hyponymy, holonymy and meronymy relations and, using them, authors have extracted more than 2600 new relationships that did not appear in WordNet originally. The precision of these relationships depends on the degree of generality chosen for the patterns and the type of relation, being around 60-70% for the best combinations proposed.
Embed
Wikipedia Quality
Ruiz-Casado, Maria; Alfonseca, Enrique; Castells, Pablo. (2007). "[[Automatising the Learning of Lexical Patterns: an Application to the Enrichment of Wordnet by Extracting Semantic Relationships from Wikipedia]]". Elsevier Science Publishers B. V.. DOI: 10.1016/j.datak.2006.06.011.
English Wikipedia
{{cite journal |last1=Ruiz-Casado |first1=Maria |last2=Alfonseca |first2=Enrique |last3=Castells |first3=Pablo |title=Automatising the Learning of Lexical Patterns: an Application to the Enrichment of Wordnet by Extracting Semantic Relationships from Wikipedia |date=2007 |doi=10.1016/j.datak.2006.06.011 |url=https://wikipediaquality.com/wiki/Automatising_the_Learning_of_Lexical_Patterns:_an_Application_to_the_Enrichment_of_Wordnet_by_Extracting_Semantic_Relationships_from_Wikipedia |journal=Elsevier Science Publishers B. V.}}
HTML
Ruiz-Casado, Maria; Alfonseca, Enrique; Castells, Pablo. (2007). "<a href="https://wikipediaquality.com/wiki/Automatising_the_Learning_of_Lexical_Patterns:_an_Application_to_the_Enrichment_of_Wordnet_by_Extracting_Semantic_Relationships_from_Wikipedia">Automatising the Learning of Lexical Patterns: an Application to the Enrichment of Wordnet by Extracting Semantic Relationships from Wikipedia</a>". Elsevier Science Publishers B. V.. DOI: 10.1016/j.datak.2006.06.011.