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A methodology based on commonsense knowledge and ontologies for the automatic classification of legal cases
Abstract We describe a methodology for the automatiWe describe a methodology for the automatic classification of legal cases expressed in natural language, which relies on existing legal ontologies and a commonsense knowledge base. This methodology is founded on a process consisting of three phases: an enrichment of a given legal ontology by associating its terms with topics retrieved from the Wikipedia knowledge base; an extraction of relevant concepts from a given textual legal case; and a matching between the enriched ontological terms and the extracted concepts. Such a process has been successfully implemented in a corresponding tool that is part of a larger framework for self-litigation and legal support for the Italian law.ion and legal support for the Italian law.
Abstractsub We describe a methodology for the automatiWe describe a methodology for the automatic classification of legal cases expressed in natural language, which relies on existing legal ontologies and a commonsense knowledge base. This methodology is founded on a process consisting of three phases: an enrichment of a given legal ontology by associating its terms with topics retrieved from the Wikipedia knowledge base; an extraction of relevant concepts from a given textual legal case; and a matching between the enriched ontological terms and the extracted concepts. Such a process has been successfully implemented in a corresponding tool that is part of a larger framework for self-litigation and legal support for the Italian law.ion and legal support for the Italian law.
Bibtextype inproceedings  +
Doi 10.1145/2611040.2611048  +
Has author Capuano N. + , De Maio C. + , Salerno S. + , Toti D. +
Has extra keyword Administrative data processing + , Artificial intelligence + , Computer applications + , Knowledge based systems + , Laws and legislation + , Natural language processing systems + , Semantic web + , Semantics + , Automatic classification + , Commonsense knowledge + , Commonsense knowledge base + , Legal ontology + , NAtural language processing + , Natural languages + , Wikipedia knowledge + , Data mining +
Isbn 9781450325387  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Published in ACM International Conference Proceeding Series +
Title A methodology based on commonsense knowledge and ontologies for the automatic classification of legal cases +
Type conference paper  +
Year 2014 +
Creation dateThis property is a special property in this wiki. 6 November 2014 16:37:13  +
Has improper value forThis property is a special property in this wiki. Has keyword  + , Has extra keyword  +
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. 6 November 2014 16:37:13  +
DateThis property is a special property in this wiki. 2014  +
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A methodology based on commonsense knowledge and ontologies for the automatic classification of legal cases + Title
 

 

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