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Using community-generated contents as a substitute corpus for metadata generation
Abstract Metadata is crucial for reuse of Learning Metadata is crucial for reuse of Learning Resources. However, in the area of {e-Learning}, suitable training corpora for automatic classification methods are hardly available. This paper proposes the use of community-generated substitute corpora for classification methods. As an example for such a substitute corpus, the free online Encyclopaedia Wikipedia is used as a training corpus for domain-independent classification and keyword extraction of Learning Resources. keyword extraction of Learning Resources.
Added by wikilit team Added on initial load  +
Collected data time dimension Cross-sectional  +
Comments "This paper has introduced a new approach for metadata generation based on using the Wikipedia encyclopedia as a substitute corpus." p. 71
Conclusion "This paper has introduced a new approach "This paper has introduced a new approach for metadata generation based on using the Wikipedia encyclopedia as a substitute corpus. The test results that have been presented are very promising. The comparison of a learning resource with Wikipedia articles can be used for determining the topic of the learning resource." p. 71the topic of the learning resource." p. 71
Data source Experiment responses  + , Wikipedia pages  +
Google scholar url http://scholar.google.com/scholar?ie=UTF-8&q=%22Using%2Bcommunity-generated%2Bcontents%2Bas%2Ba%2Bsubstitute%2Bcorpus%2Bfor%2Bmetadata%2Bgeneration%22  +
Has author M. Meyer + , Christoph Rensing + , R. Steinmetz +
Has domain Information science +
Has topic Text classification +
Issue 1  +
Pages 59-72  +
Peer reviewed Yes  +
Publication type Journal article  +
Published in International Journal of Advanced Media and Communication +
Research design Experiment  +
Research questions This paper proposes the use of community-generated substitute corpora for classification methods.
Revid 11,024  +
Theories Undetermined
Theory type Design and action  +
Title Using community-generated contents as a substitute corpus for metadata generation
Unit of analysis Article  +
Url http://inderscience.metapress.com/content/78871j4q466g1j23/  +
Volume 2  +
Wikipedia coverage Other  +
Wikipedia data extraction Dump  +
Wikipedia language English  + , German  +
Wikipedia page type Article  +
Year 2008  +
Creation dateThis property is a special property in this wiki. 15 March 2012 20:32:22  +
Categories Text classification  + , Information science  + , Publications  +
Modification dateThis property is a special property in this wiki. 30 January 2014 20:32:12  +
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