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Computing semantic relatedness from human navigational paths on wikipedia
Abstract This paper presents a novel approach for cThis paper presents a novel approach for computing semantic relatedness between concepts on Wikipedia by using human navigational paths for this task. Our results suggest that human navigational paths provide a viable source for calculating semantic relatedness between concepts on Wikipedia. We also show that we can improve accuracy by intelligent selection of path corpora based on path characteristics indicating that not all paths are equally useful. Our work makes an argument for expanding the existing arsenal of data sources for calculating semantic relatedness and to consider the utility of human navigational paths for this task.of human navigational paths for this task.
Abstractsub This paper presents a novel approach for cThis paper presents a novel approach for computing semantic relatedness between concepts on Wikipedia by using human navigational paths for this task. Our results suggest that human navigational paths provide a viable source for calculating semantic relatedness between concepts on Wikipedia. We also show that we can improve accuracy by intelligent selection of path corpora based on path characteristics indicating that not all paths are equally useful. Our work makes an argument for expanding the existing arsenal of data sources for calculating semantic relatedness and to consider the utility of human navigational paths for this task.of human navigational paths for this task.
Bibtextype inproceedings  +
Has author Singer P. + , Niebler T. + , Strohmaier M. + , Hotho A. +
Has extra keyword Data-sources + , Navigational paths + , Path characteristic + , Semantic relatedness + , Wikipedia + , World Wide Web + , Navigation +
Has keyword Navigation + , Semantic relatedness + , Wikipedia +
Isbn 9781450320382  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Pages 171–172  +
Published in WWW 2013 Companion - Proceedings of the 22nd International Conference on World Wide Web +
Title Computing semantic relatedness from human navigational paths on wikipedia +
Type conference paper  +
Year 2013 +
Creation dateThis property is a special property in this wiki. 7 November 2014 14:01:12  +
Categories Publications without license parameter  + , Publications without DOI parameter  + , Publications without remote mirror parameter  + , Publications without archive mirror parameter  + , Publications without paywall mirror parameter  + , Conference papers  + , Publications without references parameter  + , Publications  +
Modification dateThis property is a special property in this wiki. 7 November 2014 14:01:12  +
DateThis property is a special property in this wiki. 2013  +
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