Vector Space Representation of Concepts Using Wikipedia Graph Structure

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Vector Space Representation of Concepts Using Wikipedia Graph Structure
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.

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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). &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.