Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)

A web based method for Measuring Semantic Relatedness between words

Authors
Bo You, Tingting He, Fang Li
Corresponding Author
Bo You
Available Online March 2013.
DOI
10.2991/iccsee.2013.547How to use a DOI?
Keywords
Semantic relatedness, Web mining, Web search, Kernel functions
Abstract

Semantic relatedness measures play important roles in many fields, such as information retrieval and Nature Language Processing. There are mainly two kinds of traditional methods to measure semantic relatedness: dictionary based and corpus based. However, with the development of information technology, web search engine is used to do this work. In this paper, we propose a method integrating page counts and web-based kernel function for measuring semantic relatedness between words. It gets a better result than using page counts and web-based kernel function alone. Experimental results show Spearman rank correlation coefficient can reach 0.63 and Correlation reach 0.724.

Copyright
© 2013, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)
Series
Advances in Intelligent Systems Research
Publication Date
March 2013
ISBN
10.2991/iccsee.2013.547
ISSN
1951-6851
DOI
10.2991/iccsee.2013.547How to use a DOI?
Copyright
© 2013, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Bo You
AU  - Tingting He
AU  - Fang Li
PY  - 2013/03
DA  - 2013/03
TI  - A web based method for Measuring Semantic Relatedness between words
BT  - Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)
PB  - Atlantis Press
SP  - 2178
EP  - 2181
SN  - 1951-6851
UR  - https://doi.org/10.2991/iccsee.2013.547
DO  - 10.2991/iccsee.2013.547
ID  - You2013/03
ER  -