AATOS – A configurable tool for automatic annotation

Tamper, Minna; Leskinen, Petri; Ikkala, Esko; Oksanen, Arttu; Mäkelä, Eetu; Heino, Erkki; Tuominen, Jouni; Koho, Mikko; Hyvönen, Eero

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AATOS – A configurable tool for automatic annotation

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Title:	AATOS – A configurable tool for automatic annotation
Author(s):	Tamper, Minna ; Leskinen, Petri ; Ikkala, Esko ; Oksanen, Arttu ; Mäkelä, Eetu ; Heino, Erkki ; Tuominen, Jouni ; Koho, Mikko ; Hyvönen, Eero
Date:	2017
Language:	en
Pages:	14 276-289
Department:	Professorship Hyvönen Eero Department of Computer Science Department of Computer Science
ISBN:	9783319598871
Series:	Language, Data, and Knowledge - First International Conference, LDK 2017, Proceedings, Volume 10318 LNAI, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
ISSN:	03029743 16113349
DOI-number:	10.1007/978-3-319-59888-8_24
Subject:	Theoretical Computer Science, Computer Science(all), 113 Computer and information sciences
Keywords:	Theoretical Computer Science, Computer Science(all), 113 Computer and information sciences
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Citation: Tamper , 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_24
Abstract: This 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.

Permanent link to this item: http://urn.fi/URN:NBN:fi:aalto-202106097301 Email this Export to RefWorks QR Code Print BibTex Tweet