Difference between revisions of "Vector Space Representation of Concepts Using Wikipedia Graph Structure"
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== Overview == | == Overview == | ||
Authors introduce a vector space representation of concepts using [[Wikipedia]] graph structure to calculate semantic [[relatedness]]. The proposed method starts from the neighborhood graph of a concept as the primary form and transfers this graph into a vector space to obtain the final representation. The proposed method achieves state of the art results on various relatedness datasets. | Authors introduce a vector space representation of concepts using [[Wikipedia]] graph structure to calculate semantic [[relatedness]]. The proposed method starts from the neighborhood graph of a concept as the primary form and transfers this graph into a vector space to obtain the final representation. The proposed method achieves state of the art results on various relatedness datasets. | ||
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| + | == Embed == | ||
| + | === Wikipedia Quality === | ||
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| + | Sajadi, Armin; Milios, Evangelos E.; Keselj, Vlado. (2017). "[[Vector Space Representation of Concepts Using Wikipedia Graph Structure]]". Springer, Cham. DOI: 10.1007/978-3-319-59569-6_48. | ||
| + | </nowiki> | ||
| + | </code> | ||
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| + | === English Wikipedia === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | {{cite journal |last1=Sajadi |first1=Armin |last2=Milios |first2=Evangelos E. |last3=Keselj |first3=Vlado |title=Vector Space Representation of Concepts Using Wikipedia Graph Structure |date=2017 |doi=10.1007/978-3-319-59569-6_48 |url=https://wikipediaquality.com/wiki/Vector_Space_Representation_of_Concepts_Using_Wikipedia_Graph_Structure |journal=Springer, Cham}} | ||
| + | </nowiki> | ||
| + | </code> | ||
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| + | === HTML === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | Sajadi, Armin; Milios, Evangelos E.; Keselj, Vlado. (2017). &quot;<a href="https://wikipediaquality.com/wiki/Vector_Space_Representation_of_Concepts_Using_Wikipedia_Graph_Structure">Vector Space Representation of Concepts Using Wikipedia Graph Structure</a>&quot;. Springer, Cham. DOI: 10.1007/978-3-319-59569-6_48. | ||
| + | </nowiki> | ||
| + | </code> | ||
Revision as of 10:29, 13 November 2019
Authors | Armin Sajadi Evangelos E. Milios Vlado Keselj |
|---|---|
Publication date | 2017 |
DOI | 10.1007/978-3-319-59569-6_48 |
Links | Original |
Vector Space Representation of Concepts Using Wikipedia Graph Structure - scientific work related to Wikipedia quality published in 2017, written by Armin Sajadi, Evangelos E. Milios and Vlado Keselj.
Overview
Authors introduce a vector space representation of concepts using Wikipedia graph structure to calculate semantic relatedness. The proposed method starts from the neighborhood graph of a concept as the primary form and transfers this graph into a vector space to obtain the final representation. The proposed method achieves state of the art results on various relatedness datasets.
Embed
Wikipedia Quality
Sajadi, Armin; Milios, Evangelos E.; Keselj, Vlado. (2017). "[[Vector Space Representation of Concepts Using Wikipedia Graph Structure]]". Springer, Cham. DOI: 10.1007/978-3-319-59569-6_48.
English Wikipedia
{{cite journal |last1=Sajadi |first1=Armin |last2=Milios |first2=Evangelos E. |last3=Keselj |first3=Vlado |title=Vector Space Representation of Concepts Using Wikipedia Graph Structure |date=2017 |doi=10.1007/978-3-319-59569-6_48 |url=https://wikipediaquality.com/wiki/Vector_Space_Representation_of_Concepts_Using_Wikipedia_Graph_Structure |journal=Springer, Cham}}
HTML
Sajadi, Armin; Milios, Evangelos E.; Keselj, Vlado. (2017). "<a href="https://wikipediaquality.com/wiki/Vector_Space_Representation_of_Concepts_Using_Wikipedia_Graph_Structure">Vector Space Representation of Concepts Using Wikipedia Graph Structure</a>". Springer, Cham. DOI: 10.1007/978-3-319-59569-6_48.
