Toward File Consolidation by Document Categorization
Identifieur interne : 004D90 ( Hal/Corpus ); précédent : 004D89; suivant : 004D91Toward File Consolidation by Document Categorization
Auteurs : Abdel Belaïd ; André AlusseSource :
English descriptors
Abstract
An efficient adaptive document classification and categorization approach is proposed for personal file creation corresponding to user's specific needs and profile. This kind of approach is needed because the search engines are often too general to offer a precise answer to the user request. As we cannot act directly on the search engines methodology, we propose to rather act on the documents retrieved by classifying and ranking them properly. A classifier combination approach is considered. These classifiers are chosen very complementary in order to treat all the query aspects and to present to the user at the end a readable and comprehensible result. The application performed corresponds to the law articles stemmed from the European Union data base. The law texts are always entangled with cross-references and accompanied by some updating files (for application dates, for new terms and formulations). Our approach found here a real application offering to the specialist (jurist, lawyer, etc. ) a synthetic vision of the law related to the topic requested.
Url:
DOI: 10.1007/11669487_39
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Hal:inria-00110959Le document en format XML
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This kind of approach is needed because the search engines are often too general to offer a precise answer to the user request. As we cannot act directly on the search engines methodology, we propose to rather act on the documents retrieved by classifying and ranking them properly. A classifier combination approach is considered. These classifiers are chosen very complementary in order to treat all the query aspects and to present to the user at the end a readable and comprehensible result. The application performed corresponds to the law articles stemmed from the European Union data base. The law texts are always entangled with cross-references and accompanied by some updating files (for application dates, for new terms and formulations). Our approach found here a real application offering to the specialist (jurist, lawyer, etc. ) a synthetic vision of the law related to the topic requested.</div></front></TEI><hal api="V3"><titleStmt><title xml:lang="en">Toward File Consolidation by Document Categorization</title><author role="aut"><persName><forename type="first">Abdel</forename><surname>Belaïd</surname></persName><email></email><idno type="halauthor">59672</idno><orgName ref="#struct-300292"></orgName><affiliation ref="#struct-2362"></affiliation></author><author role="aut"><persName><forename type="first">André</forename><surname>Alusse</surname></persName><email></email><idno type="halauthor">142294</idno><orgName ref="#struct-300009"></orgName><affiliation ref="#struct-2362"></affiliation></author><editor role="depositor"><persName><forename>Abdel</forename><surname>Belaid</surname></persName><email>abelaid@loria.fr</email></editor><funder>RNTL, Paploo</funder></titleStmt><editionStmt><edition n="v1" type="current"><date type="whenSubmitted">2006-11-02 16:52:57</date><date type="whenWritten">2006</date><date type="whenModified">2016-05-19 01:05:40</date><date type="whenReleased">2006-11-03 09:04:09</date><date type="whenProduced">2006-02-13</date><date type="whenEndEmbargoed">2006-11-02</date><ref type="file" target="https://hal.inria.fr/inria-00110959/document"><date notBefore="2006-11-02"></date></ref><ref type="file" n="1" target="https://hal.inria.fr/inria-00110959/file/das-andre.pdf"><date notBefore="2006-11-02"></date></ref></edition><respStmt><resp>contributor</resp><name key="113588"><persName><forename>Abdel</forename><surname>Belaid</surname></persName><email>abelaid@loria.fr</email></name></respStmt></editionStmt><publicationStmt><distributor>CCSD</distributor><idno type="halId">inria-00110959</idno><idno type="halUri">https://hal.inria.fr/inria-00110959</idno><idno type="halBibtex">belaid:inria-00110959</idno><idno type="halRefHtml">7th International Workshop, DAS 2006, Nelson, New Zealand, February 13-15, 2006. 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Proceedings</title><date type="start">2006-02-13</date><settlement>Nelson</settlement><country key="NZ">New Zealand</country></meeting><imprint><publisher>Springer</publisher><biblScope unit="serie"></biblScope><biblScope unit="volume">3872</biblScope><biblScope unit="issue">3872</biblScope><biblScope unit="pp">437-448</biblScope><date type="datePub">2006</date></imprint></monogr><idno type="doi">10.1007/11669487_39</idno></biblStruct></sourceDesc><profileDesc><langUsage><language ident="en">English</language></langUsage><textClass><keywords scheme="author"><term xml:lang="en">Document Classification File Consolidation Dynamic Classification User Profile Paploo Project</term></keywords><classCode scheme="classification">Document classification</classCode><classCode scheme="acm" n="J"></classCode><classCode scheme="halDomain" n="info.info-tt">Computer Science [cs]/Document and Text Processing</classCode><classCode scheme="halTypology" n="COMM">Conference papers</classCode></textClass><abstract xml:lang="en">An efficient adaptive document classification and categorization approach is proposed for personal file creation corresponding to user's specific needs and profile. This kind of approach is needed because the search engines are often too general to offer a precise answer to the user request. As we cannot act directly on the search engines methodology, we propose to rather act on the documents retrieved by classifying and ranking them properly. A classifier combination approach is considered. These classifiers are chosen very complementary in order to treat all the query aspects and to present to the user at the end a readable and comprehensible result. The application performed corresponds to the law articles stemmed from the European Union data base. The law texts are always entangled with cross-references and accompanied by some updating files (for application dates, for new terms and formulations). Our approach found here a real application offering to the specialist (jurist, lawyer, etc. ) a synthetic vision of the law related to the topic requested.</abstract></profileDesc></hal></record>Pour manipuler ce document sous Unix (Dilib)
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