TY - JOUR
T1 - A support tool for deriving domain taxonomies from Wikipedia
AU - Kotlerman, Lili
AU - Avital, Zemer
AU - Dagan, Ido
AU - Lotan, Amnon
AU - Weintraub, Ofer
PY - 2011
Y1 - 2011
N2 - Organizing data into category hierarchies (taxonomies) is useful for content discovery, search, exploration and analysis. In industrial settings targeted taxonomies for specific domains are mostly created manually, typically by domain experts, which is time consuming and requires a high level of expertise. This paper presents an algorithm and an implemented interactive system for automatically generating target-domain taxonomies based on the Wikipedia Category Hierarchy. The system also enables human post-editing, facilitated by intelligent assistance.
AB - Organizing data into category hierarchies (taxonomies) is useful for content discovery, search, exploration and analysis. In industrial settings targeted taxonomies for specific domains are mostly created manually, typically by domain experts, which is time consuming and requires a high level of expertise. This paper presents an algorithm and an implemented interactive system for automatically generating target-domain taxonomies based on the Wikipedia Category Hierarchy. The system also enables human post-editing, facilitated by intelligent assistance.
UR - http://www.scopus.com/inward/record.url?scp=84866849694&partnerID=8YFLogxK
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AN - SCOPUS:84866849694
SN - 1313-8502
SP - 503
EP - 508
JO - International Conference Recent Advances in Natural Language Processing, RANLP
JF - International Conference Recent Advances in Natural Language Processing, RANLP
T2 - 8th International Conference on Recent Advances in Natural Language Processing, RANLP 2011
Y2 - 12 September 2011 through 14 September 2011
ER -