AATOS – A configurable tool for automatic annotation

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dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.authorTamper, Minnaen_US
dc.contributor.authorLeskinen, Petrien_US
dc.contributor.authorIkkala, Eskoen_US
dc.contributor.authorOksanen, Arttuen_US
dc.contributor.authorMäkelä, Eetuen_US
dc.contributor.authorHeino, Erkkien_US
dc.contributor.authorTuominen, Jounien_US
dc.contributor.authorKoho, Mikkoen_US
dc.contributor.authorHyvönen, Eeroen_US
dc.contributor.departmentDepartment of Computer Scienceen
dc.contributor.groupauthorProfessorship Hyvönen Eeroen
dc.date.accessioned2021-06-09T06:56:32Z
dc.date.available2021-06-09T06:56:32Z
dc.date.issued2017en_US
dc.description.abstractThis paper presents an automatic annotation tool AATOS for providing documents with semantic annotations. The tool links entities found from the texts to ontologies defined by the user. The application is highly configurable and can be used with different natural language Finnish texts. The application was developed as a part of the WarSampo (http://seco.cs.aalto.fi/projects/sotasampo/en/) and Semantic Finlex (http://seco.cs.aalto.fi/projects/lawlod/en/) projects and tested using Kansa Taisteli magazine articles and consolidated Finnish legislation of Semantic Finlex. The quality of the automatic annotation was evaluated by measuring precision and recall against existing manual annotations. The results showed that the quality of the input text, as well as the selection and configuration of the ontologies impacted the results.en
dc.description.versionPeer revieweden
dc.format.extent14
dc.format.extent276-289
dc.format.mimetypeapplication/pdfen_US
dc.identifier.citationTamper, M, Leskinen, P, Ikkala, E, Oksanen, A, Mäkelä, E, Heino, E, Tuominen, J, Koho, M & Hyvönen, E 2017, AATOS – A configurable tool for automatic annotation . in Language, Data, and Knowledge - First International Conference, LDK 2017, Proceedings . vol. 10318 LNAI, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10318 LNAI, Springer, pp. 276-289, International Conference on Language, Data, and Knowledge, Galway, Ireland, 19/06/2017 . https://doi.org/10.1007/978-3-319-59888-8_24en
dc.identifier.doi10.1007/978-3-319-59888-8_24en_US
dc.identifier.isbn9783319598871
dc.identifier.issn03029743
dc.identifier.issn16113349
dc.identifier.otherPURE UUID: b57ad693-ce35-460e-867e-978a4912aa27en_US
dc.identifier.otherPURE ITEMURL: https://research.aalto.fi/en/publications/b57ad693-ce35-460e-867e-978a4912aa27en_US
dc.identifier.otherPURE LINK: http://www.scopus.com/inward/record.url?scp=85021209181&partnerID=8YFLogxKen_US
dc.identifier.otherPURE FILEURL: https://research.aalto.fi/files/64503496/SCI_Tamper_AATOS_a_Configurable_Tool_for_Automatic_Annotation.2017.pdfen_US
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/108043
dc.identifier.urnURN:NBN:fi:aalto-202106097301
dc.language.isoenen
dc.relation.ispartofInternational Conference on Language, Data, and Knowledgeen
dc.relation.ispartofseriesLanguage, Data, and Knowledge - First International Conference, LDK 2017, Proceedingsen
dc.relation.ispartofseriesVolume 10318 LNAIen
dc.relation.ispartofseriesLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)en
dc.rightsopenAccessen
dc.titleAATOS – A configurable tool for automatic annotationen
dc.typeA4 Artikkeli konferenssijulkaisussafi
dc.type.versionacceptedVersion

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