Integrating Historical Person Registers as Linked Open Data in the WarSampo Knowledge Graph

Mikko Koho; Petri Leskinen; Eero Hyvönen

doi:10.1007/978-3-030-59833-4_8

Integrating Historical Person Registers as Linked Open Data in the WarSampo Knowledge Graph

Mikko Koho, Petri Leskinen, Eero Hyvönen

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

3 Sitaatiot (Scopus)

35 Lataukset (Pure)

Abstrakti

Semantic data integration from heterogeneous, distributed data silos enables Digital Humanities research and application development employing a larger, mutually enriched and interlinked knowledge graph. However, data integration is challenging, involving aligning the data models and reconciling the concepts and named entities, such as persons and places. This paper presents a record linkage process to reconcile person references in different military historical person registers with structured metadata. The information about persons is aggregated into a single knowledge graph. The process was applied to reconcile three person registers of the popular semantic portal "WarSampo -- Finnish World War 2 on the Semantic Web". The registers contain detailed information about some 100,000 people and are individually maintained by domain experts. Thus, the integration process needs to be automatic and adaptable to changes in the registers. An evaluation of the record linkage results is promising and provides some insight into military person register reconciliation in general.

Alkuperäiskieli	Englanti
Otsikko	Semantic Systems. In the Era of Knowledge Graphs - 16th International Conference on Semantic Systems, SEMANTiCS 2020, Proceedings
Alaotsikko	In the Era of Knowledge Graphs. SEMANTiCS 2020
Toimittajat	Eva Blomqvist, Paul Groth, Victor de Boer, Tassilo Pellegrini, Mehwish Alam, Tobias Käfer, Peter Kieseberg, Sabrina Kirrane, Albert Meroño-Peñuela, Harshvardhan J. Pandit
Kustantaja	SPRINGER
Sivut	118-126
Sivumäärä	9
ISBN (elektroninen)	978-3-030-59833-4
ISBN (painettu)	978-3-030-59832-7
DOI - pysyväislinkit	https://doi.org/10.1007/978-3-030-59833-4_8
Tila	Julkaistu - 27 lokak. 2020
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisuussa
Tapahtuma	International Conference on Semantic Systems - Amsterdam, Alankomaat Kesto: 7 syysk. 2020 → 10 syysk. 2020

Julkaisusarja

Nimi	Lecture Notes in Computer Science
Kustantaja	Springer
Vuosikerta	12378
ISSN (painettu)	0302-9743

Conference

Conference	International Conference on Semantic Systems
Lyhennettä	SEMANTICS
Maa/Alue	Alankomaat
Kaupunki	Amsterdam
Ajanjakso	07/09/2020 → 10/09/2020

Pääsy asiakirjaan

10.1007/978-3-030-59833-4_8Lisenssi: CC BY

Koho2020_Chapter_IntegratingHistoricalPersonRegFinal published version, 185 KBLisenssi: CC BY

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Koko teksti

Muut tiedostot ja linkit

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)
Tietoaineisto: Dataset

Siteeraa tätä

Koho, M., Leskinen, P., & Hyvönen, E. (2020). Integrating Historical Person Registers as Linked Open Data in the WarSampo Knowledge Graph. teoksessa E. Blomqvist, P. Groth, V. D. Boer, T. Pellegrini, M. Alam, T. Käfer, P. Kieseberg, S. Kirrane, A. Meroño-Peñuela, & H. J. Pandit (Toimittajat), Semantic Systems. In the Era of Knowledge Graphs - 16th International Conference on Semantic Systems, SEMANTiCS 2020, Proceedings: In the Era of Knowledge Graphs. SEMANTiCS 2020 (Sivut 118-126). (Lecture Notes in Computer Science; Vuosikerta 12378). SPRINGER. https://doi.org/10.1007/978-3-030-59833-4_8

Koho, Mikko ; Leskinen, Petri ; Hyvönen, Eero. / Integrating Historical Person Registers as Linked Open Data in the WarSampo Knowledge Graph. Semantic Systems. In the Era of Knowledge Graphs - 16th International Conference on Semantic Systems, SEMANTiCS 2020, Proceedings: In the Era of Knowledge Graphs. SEMANTiCS 2020. Toimittaja / Eva Blomqvist ; Paul Groth ; Victor de Boer ; Tassilo Pellegrini ; Mehwish Alam ; Tobias Käfer ; Peter Kieseberg ; Sabrina Kirrane ; Albert Meroño-Peñuela ; Harshvardhan J. Pandit. SPRINGER, 2020. Sivut 118-126 (Lecture Notes in Computer Science).

@inproceedings{a7ad3c87756e4cd588281b4fb20eb522,

title = "Integrating Historical Person Registers as Linked Open Data in the WarSampo Knowledge Graph",

abstract = "Semantic data integration from heterogeneous, distributed data silos enables Digital Humanities research and application development employing a larger, mutually enriched and interlinked knowledge graph. However, data integration is challenging, involving aligning the data models and reconciling the concepts and named entities, such as persons and places. This paper presents a record linkage process to reconcile person references in different military historical person registers with structured metadata. The information about persons is aggregated into a single knowledge graph. The process was applied to reconcile three person registers of the popular semantic portal {"}WarSampo -- Finnish World War 2 on the Semantic Web{"}. The registers contain detailed information about some 100,000 people and are individually maintained by domain experts. Thus, the integration process needs to be automatic and adaptable to changes in the registers. An evaluation of the record linkage results is promising and provides some insight into military person register reconciliation in general.",

author = "Mikko Koho and Petri Leskinen and Eero Hyv{\"o}nen",

year = "2020",

month = oct,

day = "27",

doi = "10.1007/978-3-030-59833-4_8",

language = "English",

isbn = "978-3-030-59832-7",

series = "Lecture Notes in Computer Science",

publisher = "SPRINGER",

pages = "118--126",

editor = "Eva Blomqvist and Paul Groth and Boer, {Victor de} and Tassilo Pellegrini and Mehwish Alam and Tobias K{\"a}fer and Peter Kieseberg and Sabrina Kirrane and Albert Mero{\~n}o-Pe{\~n}uela and Pandit, {Harshvardhan J.}",

booktitle = "Semantic Systems. In the Era of Knowledge Graphs - 16th International Conference on Semantic Systems, SEMANTiCS 2020, Proceedings",

address = "Germany",

note = "International Conference on Semantic Systems, SEMANTICS ; Conference date: 07-09-2020 Through 10-09-2020",

}

Koho, M , Leskinen, P & Hyvönen, E 2020, Integrating Historical Person Registers as Linked Open Data in the WarSampo Knowledge Graph. julkaisussa E Blomqvist, P Groth, VD Boer, T Pellegrini, M Alam, T Käfer, P Kieseberg, S Kirrane, A Meroño-Peñuela & HJ Pandit (toim), Semantic Systems. In the Era of Knowledge Graphs - 16th International Conference on Semantic Systems, SEMANTiCS 2020, Proceedings: In the Era of Knowledge Graphs. SEMANTiCS 2020. Lecture Notes in Computer Science, Vuosikerta 12378, SPRINGER, Sivut 118-126, International Conference on Semantic Systems, Amsterdam, Alankomaat, 07/09/2020. https://doi.org/10.1007/978-3-030-59833-4_8

Integrating Historical Person Registers as Linked Open Data in the WarSampo Knowledge Graph. / Koho, Mikko ; Leskinen, Petri ; Hyvönen, Eero.

Semantic Systems. In the Era of Knowledge Graphs - 16th International Conference on Semantic Systems, SEMANTiCS 2020, Proceedings: In the Era of Knowledge Graphs. SEMANTiCS 2020. toim. / Eva Blomqvist; Paul Groth; Victor de Boer; Tassilo Pellegrini; Mehwish Alam; Tobias Käfer; Peter Kieseberg; Sabrina Kirrane; Albert Meroño-Peñuela; Harshvardhan J. Pandit. SPRINGER, 2020. s. 118-126 (Lecture Notes in Computer Science; Vuosikerta 12378).

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

TY - GEN

T1 - Integrating Historical Person Registers as Linked Open Data in the WarSampo Knowledge Graph

AU - Koho, Mikko

AU - Leskinen, Petri

AU - Hyvönen, Eero

PY - 2020/10/27

Y1 - 2020/10/27

N2 - Semantic data integration from heterogeneous, distributed data silos enables Digital Humanities research and application development employing a larger, mutually enriched and interlinked knowledge graph. However, data integration is challenging, involving aligning the data models and reconciling the concepts and named entities, such as persons and places. This paper presents a record linkage process to reconcile person references in different military historical person registers with structured metadata. The information about persons is aggregated into a single knowledge graph. The process was applied to reconcile three person registers of the popular semantic portal "WarSampo -- Finnish World War 2 on the Semantic Web". The registers contain detailed information about some 100,000 people and are individually maintained by domain experts. Thus, the integration process needs to be automatic and adaptable to changes in the registers. An evaluation of the record linkage results is promising and provides some insight into military person register reconciliation in general.

AB - Semantic data integration from heterogeneous, distributed data silos enables Digital Humanities research and application development employing a larger, mutually enriched and interlinked knowledge graph. However, data integration is challenging, involving aligning the data models and reconciling the concepts and named entities, such as persons and places. This paper presents a record linkage process to reconcile person references in different military historical person registers with structured metadata. The information about persons is aggregated into a single knowledge graph. The process was applied to reconcile three person registers of the popular semantic portal "WarSampo -- Finnish World War 2 on the Semantic Web". The registers contain detailed information about some 100,000 people and are individually maintained by domain experts. Thus, the integration process needs to be automatic and adaptable to changes in the registers. An evaluation of the record linkage results is promising and provides some insight into military person register reconciliation in general.

UR - https://seco.cs.aalto.fi/publications/2020/koho-et-al-integrating-person-registers.pdf

UR - http://www.scopus.com/inward/record.url?scp=85096544730&partnerID=8YFLogxK

U2 - 10.1007/978-3-030-59833-4_8

DO - 10.1007/978-3-030-59833-4_8

M3 - Conference contribution

SN - 978-3-030-59832-7

T3 - Lecture Notes in Computer Science

SP - 118

EP - 126

BT - Semantic Systems. In the Era of Knowledge Graphs - 16th International Conference on Semantic Systems, SEMANTiCS 2020, Proceedings

A2 - Blomqvist, Eva

A2 - Groth, Paul

A2 - Boer, Victor de

A2 - Pellegrini, Tassilo

A2 - Alam, Mehwish

A2 - Käfer, Tobias

A2 - Kieseberg, Peter

A2 - Kirrane, Sabrina

A2 - Meroño-Peñuela, Albert

A2 - Pandit, Harshvardhan J.

PB - SPRINGER

T2 - International Conference on Semantic Systems

Y2 - 7 September 2020 through 10 September 2020

ER -

Koho M , Leskinen P , Hyvönen E. Integrating Historical Person Registers as Linked Open Data in the WarSampo Knowledge Graph. julkaisussa Blomqvist E, Groth P, Boer VD, Pellegrini T, Alam M, Käfer T, Kieseberg P, Kirrane S, Meroño-Peñuela A, Pandit HJ, toimittajat, Semantic Systems. In the Era of Knowledge Graphs - 16th International Conference on Semantic Systems, SEMANTiCS 2020, Proceedings: In the Era of Knowledge Graphs. SEMANTiCS 2020. SPRINGER. 2020. s. 118-126. (Lecture Notes in Computer Science). doi: 10.1007/978-3-030-59833-4_8

Integrating Historical Person Registers as Linked Open Data in the WarSampo Knowledge Graph

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