AATOS – A configurable tool for automatic annotation

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

6 Citations (Scopus)

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.

Original languageEnglish
Title of host publicationLanguage, Data, and Knowledge - First International Conference, LDK 2017, Proceedings
Pages276-289
Number of pages14
Volume10318 LNAI
DOIs
Publication statusPublished - 2017
MoE publication typeA4 Article in a conference publication
EventInternational Conference on Language, Data, and Knowledge - Galway, Ireland
Duration: 19 Jun 201720 Jun 2017
Conference number: 1

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume10318 LNAI
ISSN (Print)03029743
ISSN (Electronic)16113349

Conference

ConferenceInternational Conference on Language, Data, and Knowledge
Abbreviated titleLDK
CountryIreland
CityGalway
Period19/06/201720/06/2017

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  • Datasets

    WarSampo

    Koho, M. (Creator), Heino, E. (Creator), Ikkala, E. (Creator), Tamper, C. (Creator), Leskinen, P. (Creator), Dutruit, J. (Creator), Apajalahti, K. (Creator), Linked Data Finland, 27 Nov 2015

    Dataset

    Cite this

    Tamper, M., Leskinen, P., Ikkala, E., Oksanen, A., Mäkelä, E., Heino, E., ... Hyvönen, E. (2017). AATOS – A configurable tool for automatic annotation. In Language, Data, and Knowledge - First International Conference, LDK 2017, Proceedings (Vol. 10318 LNAI, pp. 276-289). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10318 LNAI). https://doi.org/10.1007/978-3-319-59888-8_24