Classifying the Wikipedia articles into the OpenCyc taxonomy

2012
book section
conference proceedings
dc.abstract.enThis article presents a method of classification of the Wikipedia articles into the taxonomy of OpenCyc. This method utilises several sources of the classification information, namely the Wikipedia category system, the infoboxes attached to the articles, the first sentences of the articles, treated as their definitions and the direct mapping between the articles and the Cyc symbols. The classification decision made using these methods are accommodated using the Cyc built-in inconsistency detection mechanism. The combination of the best classification methods yields 1,47 millions of classified articles and has a manually verified precision above 97%, while the combination of all of them yields 2.2 millions of articles with estimated precision of 93%.pl
dc.affiliationWydział Zarządzania i Komunikacji Społecznej : Katedra Lingwistyki Komputerowejpl
dc.conference11th International Semantic Web Conference (ISWC 2012)pl
dc.conference.cityBoston
dc.conference.countryUSA
dc.conference.datefinish2012-11-11
dc.conference.datestart2012-11-11
dc.contributor.authorSmywiński-Pohl, Aleksander - 173398 pl
dc.contributor.editorRizzo, Giuseppepl
dc.contributor.editorMendes, Pablopl
dc.contributor.editorCharton, Ericpl
dc.contributor.editorHellmann, Sebastianpl
dc.contributor.editorKalyanpur, Adityapl
dc.date.accession2016-05-10pl
dc.date.accessioned2016-05-12T05:55:46Z
dc.date.available2016-05-12T05:55:46Z
dc.date.issued2012pl
dc.date.openaccess0
dc.description.accesstimew momencie opublikowania
dc.description.additionalPublikacja nie posiada numeru ISBN. Bibliogr. s. 15-16pl
dc.description.conftypeinternationalpl
dc.description.physical5-16pl
dc.description.publication0,8pl
dc.description.seriesCEUR workshop proceedings
dc.description.seriesnumber906
dc.description.versionostateczna wersja wydawcy
dc.identifier.seriesissn1613-0073
dc.identifier.urihttp://ruj.uj.edu.pl/xmlui/handle/item/25546
dc.identifier.weblinkhttp://ceur-ws.org/Vol-906/paper2.pdfpl
dc.languageengpl
dc.language.containerengpl
dc.pubinfoAachen : Technical University of Aachenpl
dc.rights.licenceOTHER
dc.share.typeinne
dc.subtypeConferenceProceedingspl
dc.titleClassifying the Wikipedia articles into the OpenCyc taxonomypl
dc.title.containerProceedings of the Web of Linked Entities Workshop in conjunction with the 11th International Semantic Web Conference (ISWC 2012)pl
dc.typeBookSectionpl
dspace.entity.typePublication
dc.abstract.enpl
This article presents a method of classification of the Wikipedia articles into the taxonomy of OpenCyc. This method utilises several sources of the classification information, namely the Wikipedia category system, the infoboxes attached to the articles, the first sentences of the articles, treated as their definitions and the direct mapping between the articles and the Cyc symbols. The classification decision made using these methods are accommodated using the Cyc built-in inconsistency detection mechanism. The combination of the best classification methods yields 1,47 millions of classified articles and has a manually verified precision above 97%, while the combination of all of them yields 2.2 millions of articles with estimated precision of 93%.
dc.affiliationpl
Wydział Zarządzania i Komunikacji Społecznej : Katedra Lingwistyki Komputerowej
dc.conferencepl
11th International Semantic Web Conference (ISWC 2012)
dc.conference.city
Boston
dc.conference.country
USA
dc.conference.datefinish
2012-11-11
dc.conference.datestart
2012-11-11
dc.contributor.authorpl
Smywiński-Pohl, Aleksander - 173398
dc.contributor.editorpl
Rizzo, Giuseppe
dc.contributor.editorpl
Mendes, Pablo
dc.contributor.editorpl
Charton, Eric
dc.contributor.editorpl
Hellmann, Sebastian
dc.contributor.editorpl
Kalyanpur, Aditya
dc.date.accessionpl
2016-05-10
dc.date.accessioned
2016-05-12T05:55:46Z
dc.date.available
2016-05-12T05:55:46Z
dc.date.issuedpl
2012
dc.date.openaccess
0
dc.description.accesstime
w momencie opublikowania
dc.description.additionalpl
Publikacja nie posiada numeru ISBN. Bibliogr. s. 15-16
dc.description.conftypepl
international
dc.description.physicalpl
5-16
dc.description.publicationpl
0,8
dc.description.series
CEUR workshop proceedings
dc.description.seriesnumber
906
dc.description.version
ostateczna wersja wydawcy
dc.identifier.seriesissn
1613-0073
dc.identifier.uri
http://ruj.uj.edu.pl/xmlui/handle/item/25546
dc.identifier.weblinkpl
http://ceur-ws.org/Vol-906/paper2.pdf
dc.languagepl
eng
dc.language.containerpl
eng
dc.pubinfopl
Aachen : Technical University of Aachen
dc.rights.licence
OTHER
dc.share.type
inne
dc.subtypepl
ConferenceProceedings
dc.titlepl
Classifying the Wikipedia articles into the OpenCyc taxonomy
dc.title.containerpl
Proceedings of the Web of Linked Entities Workshop in conjunction with the 11th International Semantic Web Conference (ISWC 2012)
dc.typepl
BookSection
dspace.entity.type
Publication
Affiliations

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