Extracting Term Relationships from Wikipedia
Authors | Brigitte Mathiak Víctor Manuel Martínez Peña Andias Wira-Alam |
|---|---|
Publication date | 2012 |
DOI | 10.1007/978-3-642-36608-6_17 |
Links | Original |
Extracting Term Relationships from Wikipedia - scientific work related to Wikipedia quality published in 2012, written by Brigitte Mathiak, Víctor Manuel Martínez Peña and Andias Wira-Alam.
Overview
When looking at the relationship between two terms, authors are not only interested on how much they are related, but how authors may explain this relationship to the user. This is an open problem in ontology matching, but also in other tasks, from information retrieval to lexicography. In this paper, authors propose a solution based on snippets taken from Wikipedia. These snippets are found by looking for connectors between the two terms, e.g. the terms themselves, but also terms that occur often in both articles or terms that link to both articles. With a user study, authors establish that this is particularly useful when dealing with not well known relationships, but well-known concepts. The users were learning more about the relationship and were able to grade it accordingly. On real life data, there are some issues with near synonyms, which are not detected well and terms from different communities, but aside from that authors get usable and useful explanations of the term relationships.
Embed
Wikipedia Quality
Brigitte, Mathiak; Víctor Manuel Martínez, Peña; Andias, Wira-Alam. (2012). "[[Extracting Term Relationships from Wikipedia]]". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-36608-6_17.
English Wikipedia
{{cite journal |last1=Brigitte |first1=Mathiak |last2=Víctor Manuel Martínez |first2=Peña |last3=Andias |first3=Wira-Alam |title=Extracting Term Relationships from Wikipedia |date=2012 |doi=10.1007/978-3-642-36608-6_17 |url=https://wikipediaquality.com/wiki/Extracting_Term_Relationships_from_Wikipedia |journal=Springer, Berlin, Heidelberg}}
HTML
Brigitte, Mathiak; Víctor Manuel Martínez, Peña; Andias, Wira-Alam. (2012). "<a href="https://wikipediaquality.com/wiki/Extracting_Term_Relationships_from_Wikipedia">Extracting Term Relationships from Wikipedia</a>". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-36608-6_17.
