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

^*Tämän työn vastaava kirjoittaja

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussa › Conference contribution › Scientific › vertaisarvioitu

9 Sitaatiot (Scopus)

77 Lataukset (Pure)

Abstrakti

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.

Alkuperäiskieli	Englanti
Otsikko	Language, Data, and Knowledge - First International Conference, LDK 2017, Proceedings
Kustantaja	SPRINGER
Sivut	276-289
Sivumäärä	14
Vuosikerta	10318 LNAI
ISBN (painettu)	9783319598871
DOI - pysyväislinkit	https://doi.org/10.1007/978-3-319-59888-8_24
Tila	Julkaistu - 2017
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisuussa
Tapahtuma	International Conference on Language, Data, and Knowledge - Galway, Irlanti Kesto: 19 kesäk. 2017 → 20 kesäk. 2017 Konferenssinumero: 1

Julkaisusarja

Nimi	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Vuosikerta	10318 LNAI
ISSN (painettu)	03029743
ISSN (elektroninen)	16113349

Conference

Conference	International Conference on Language, Data, and Knowledge
Lyhennettä	LDK
Maa/Alue	Irlanti
Kaupunki	Galway
Ajanjakso	19/06/2017 → 20/06/2017

Pääsy asiakirjaan

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

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

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Sotasampo
Koho, M. (Creator), Heino, E. (Creator), Ikkala, E. (Creator), Tamper, C. (Creator), Leskinen, P. (Creator), Dutruit, J. (Creator), Hyvönen, E. (Työnjohtaja), Tuominen, J. (Työnjohtaja), Mäkelä, E. (Työnjohtaja) & Apajalahti, K. (Creator), 27 marrask. 2015
DOI - pysyväislinkki: 10.5281/zenodo.3431121, http://www.ldf.fi/dataset/warsa ja vielä 4 linkkiä, http://ldf.fi/warsa/sparql, https://www.sotasampo.fi/en/, https://doi.org/10.5281/zenodo.3431121, https://zenodo.org/api/records/3611322 (näytä vähemmän)
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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. teoksessa Language, Data, and Knowledge - First International Conference, LDK 2017, Proceedings (Vuosikerta 10318 LNAI, Sivut 276-289). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vuosikerta 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. Vuosikerta 10318 LNAI SPRINGER, 2017. Sivut 276-289 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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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",

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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. julkaisussa Language, Data, and Knowledge - First International Conference, LDK 2017, Proceedings. Vuosikerta 10318 LNAI, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vuosikerta 10318 LNAI, SPRINGER, Sivut 276-289, International Conference on Language, Data, and Knowledge, Galway, Irlanti, 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. Vuosikerta 10318 LNAI SPRINGER, 2017. s. 276-289 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vuosikerta 10318 LNAI).

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussa › Conference contribution › Scientific › vertaisarvioitu

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 contribution

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. julkaisussa Language, Data, and Knowledge - First International Conference, LDK 2017, Proceedings. Vuosikerta 10318 LNAI. SPRINGER. 2017. s. 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

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Conference

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Sotasampo

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