AATOS – A configurable tool for automatic annotation

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

doi:10.1007/978-3-319-59888-8_24

AATOS – A configurable tool for automatic annotation

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

^*Corresponding author for this work

University of Helsinki

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

10 Citations (Scopus)

143 Downloads (Pure)

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 language	English
Title of host publication	Language, Data, and Knowledge - First International Conference, LDK 2017, Proceedings
Publisher	Springer
Pages	276-289
Number of pages	14
Volume	10318 LNAI
ISBN (Print)	9783319598871
DOIs	https://doi.org/10.1007/978-3-319-59888-8_24
Publication status	Published - 2017
MoE publication type	A4 Conference publication
Event	International Conference on Language, Data, and Knowledge - Galway, Ireland Duration: 19 Jun 2017 → 20 Jun 2017 Conference number: 1

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	10318 LNAI
ISSN (Print)	03029743
ISSN (Electronic)	16113349

Conference

Conference	International Conference on Language, Data, and Knowledge
Abbreviated title	LDK
Country/Territory	Ireland
City	Galway
Period	19/06/2017 → 20/06/2017

Access to Document

10.1007/978-3-319-59888-8_24

SCI_Tamper_AATOS – a Configurable Tool for Automatic Annotation.2017Accepted author manuscript, 575 KB

Cite this

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, pp. 276-289). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10318 LNAI). Springer. https://doi.org/10.1007/978-3-319-59888-8_24

Tamper, Minna ; Leskinen, Petri ; Ikkala, Esko et al. / AATOS – A configurable tool for automatic annotation. Language, Data, and Knowledge - First International Conference, LDK 2017, Proceedings. Vol. 10318 LNAI Springer, 2017. pp. 276-289 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{b57ad693ce35460e867e978a4912aa27,

title = "AATOS – A configurable tool for automatic annotation",

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.",

author = "Minna Tamper and Petri Leskinen and Esko Ikkala and Arttu Oksanen and Eetu M{\"a}kel{\"a} and Erkki Heino and Jouni Tuominen and Mikko Koho and Eero Hyv{\"o}nen",

year = "2017",

doi = "10.1007/978-3-319-59888-8_24",

language = "English",

isbn = "9783319598871",

volume = "10318 LNAI",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer",

pages = "276--289",

booktitle = "Language, Data, and Knowledge - First International Conference, LDK 2017, Proceedings",

address = "Germany",

note = "International Conference on Language, Data, and Knowledge, LDK ; Conference date: 19-06-2017 Through 20-06-2017",

}

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

AATOS – A configurable tool for automatic annotation. / Tamper, Minna; Leskinen, Petri ; Ikkala, Esko et al.
Language, Data, and Knowledge - First International Conference, LDK 2017, Proceedings. Vol. 10318 LNAI Springer, 2017. p. 276-289 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10318 LNAI).

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

TY - GEN

T1 - AATOS – A configurable tool for automatic annotation

AU - Tamper, Minna

AU - Leskinen, Petri

AU - Ikkala, Esko

AU - Oksanen, Arttu

AU - Mäkelä, Eetu

AU - Heino, Erkki

AU - Tuominen, Jouni

AU - Koho, Mikko

AU - Hyvönen, Eero

N1 - Conference code: 1

PY - 2017

Y1 - 2017

N2 - 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.

AB - 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.

UR - http://www.scopus.com/inward/record.url?scp=85021209181&partnerID=8YFLogxK

U2 - 10.1007/978-3-319-59888-8_24

DO - 10.1007/978-3-319-59888-8_24

M3 - Conference article in proceedings

AN - SCOPUS:85021209181

SN - 9783319598871

VL - 10318 LNAI

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 276

EP - 289

BT - Language, Data, and Knowledge - First International Conference, LDK 2017, Proceedings

PB - Springer

T2 - International Conference on Language, Data, and Knowledge

Y2 - 19 June 2017 through 20 June 2017

ER -

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

AATOS – A configurable tool for automatic annotation

Abstract

Publication series

Conference

Access to Document

Other files and links

Fingerprint

WarSampo Knowledge Graph

Cite this

AATOS – A configurable tool for automatic annotation

Abstract

Publication series

Conference

Access to Document

Other files and links

Fingerprint

Datasets

WarSampo Knowledge Graph

Cite this