Browse wiki

Jump to: navigation, search
Extracting multi-dimensional relations: A generative model of groups of entities in a corpus
Abstract Extracting relations among different entitExtracting relations among different entities from various data sources has been an important topic in data mining. While many methods focus only on a single type of relations, real world entities maintain relations that contain much richer information. We propose a hierarchical Bayesian model for extracting multi-dimensional relations among entities from a text corpus. Using data from Wikipedia, we show that our model can accurately predict the relevance of an entity given the topic of the document as well as the set of entities that are already mentioned in that document.at are already mentioned in that document.
Abstractsub Extracting relations among different entitExtracting relations among different entities from various data sources has been an important topic in data mining. While many methods focus only on a single type of relations, real world entities maintain relations that contain much richer information. We propose a hierarchical Bayesian model for extracting multi-dimensional relations among entities from a text corpus. Using data from Wikipedia, we show that our model can accurately predict the relevance of an entity given the topic of the document as well as the set of entities that are already mentioned in that document.at are already mentioned in that document.
Bibtextype inproceedings  +
Doi 10.1145/2063576.2063750  +
Has author Au Yeung C.-M. + , Iwata T. +
Has extra keyword Data source + , Generative model + , Hierarchical Bayesian models + , Real-world entities + , Social Networks + , Text corpora + , Text mining + , Web mining + , Wikipedia + , Bayesian networks + , Knowledge management + , Data mining +
Has keyword Relations extraction + , Social network + , Text mining + , Web mining +
Isbn 9781450307178  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Pages 1203–1208  +
Published in International Conference on Information and Knowledge Management, Proceedings +
Title Extracting multi-dimensional relations: A generative model of groups of entities in a corpus +
Type conference paper  +
Year 2011 +
Creation dateThis property is a special property in this wiki. 7 November 2014 17:00:55  +
Categories Publications without license 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 17:00:55  +
DateThis property is a special property in this wiki. 2011  +
hide properties that link here 
Extracting multi-dimensional relations: A generative model of groups of entities in a corpus + Title
 

 

Enter the name of the page to start browsing from.