AATOS – A configurable tool for automatic annotation

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussavertaisarvioitu

Tutkijat

Organisaatiot

  • University of Helsinki

Kuvaus

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.

Yksityiskohdat

AlkuperäiskieliEnglanti
OtsikkoLanguage, Data, and Knowledge - First International Conference, LDK 2017, Proceedings
TilaJulkaistu - 2017
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaInternational Conference on Language, Data, and Knowledge - Galway, Irlanti
Kesto: 19 kesäkuuta 201720 kesäkuuta 2017
Konferenssinumero: 1

Julkaisusarja

NimiLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Vuosikerta10318 LNAI
ISSN (painettu)03029743
ISSN (elektroninen)16113349

Conference

ConferenceInternational Conference on Language, Data, and Knowledge
LyhennettäLDK
MaaIrlanti
KaupunkiGalway
Ajanjakso19/06/201720/06/2017

ID: 14522566