Measuring Conceptual Similarity by Spreading Activation over Wikipedia's Hyperlink Structure

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Measuring Conceptual Similarity by Spreading Activation over Wikipedia's Hyperlink Structure
Authors
Stephan Gouws
G-J van Rooyen
Herman A. Engelbrecht
Publication date
2010
Links
Original

Measuring Conceptual Similarity by Spreading Activation over Wikipedia's Hyperlink Structure - scientific work related to Wikipedia quality published in 2010, written by Stephan Gouws, G-J van Rooyen and Herman A. Engelbrecht.

Overview

Keyword-matching systems based on simple models of semantic relatedness are inadequate at modelling the ambiguities in natural language text, and cannot reliably address the increasingly complex information needs of users. In this paper authors propose novel methods for computing semantic relatedness by spreading activation energy over the hyperlink structure of Wikipedia. Authors demonstrate that techniques can approach state-of-the-art performance, while requiring only a fraction of the background data.

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Wikipedia Quality

Gouws, Stephan; Rooyen, G-J van; Engelbrecht, Herman A.. (2010). "[[Measuring Conceptual Similarity by Spreading Activation over Wikipedia's Hyperlink Structure]]".

English Wikipedia

{{cite journal |last1=Gouws |first1=Stephan |last2=Rooyen |first2=G-J van |last3=Engelbrecht |first3=Herman A. |title=Measuring Conceptual Similarity by Spreading Activation over Wikipedia's Hyperlink Structure |date=2010 |url=https://wikipediaquality.com/wiki/Measuring_Conceptual_Similarity_by_Spreading_Activation_over_Wikipedia's_Hyperlink_Structure}}

HTML

Gouws, Stephan; Rooyen, G-J van; Engelbrecht, Herman A.. (2010). &quot;<a href="https://wikipediaquality.com/wiki/Measuring_Conceptual_Similarity_by_Spreading_Activation_over_Wikipedia's_Hyperlink_Structure">Measuring Conceptual Similarity by Spreading Activation over Wikipedia's Hyperlink Structure</a>&quot;.