Extracting Knowledge from Parliamentary Debates for Studying Political Culture and Language

Minna Tamper; Rafael Leal; Laura Sinikallio; Petri Leskinen; Jouni Tuominen; Eero Hyvönen

Extracting Knowledge from Parliamentary Debates for Studying Political Culture and Language

Minna Tamper^*, Rafael Leal, Laura Sinikallio, Petri Leskinen, Jouni Tuominen, Eero Hyvönen

^*Tämän työn vastaava kirjoittaja

University of Helsinki

Tutkimustuotos: Lehtiartikkeli › Conference article › Scientific › vertaisarvioitu

2 Sitaatiot (Scopus)

108 Lataukset (Pure)

Abstrakti

This paper presents knowledge extraction and natural language processing methods used to enrich the knowledge graph of the plenary debates (textual transcripts of speeches) of the Parliament of Finland. This knowledge graph includes some 960 000 speeches (1907–2021) interlinked with a prosopographical knowledge graph about the politicians. A recent subset of the speeches was used to extract named entities and topical keywords for semantic searching and browsing the data and for data analysis. The process is based on linguistic analysis, named entity linking, and automatic subject indexing. The results were included into the ParliamentSampo knowledge graph in a SPARQL endpoint. This data can be used for studying parliamentary language and culture in Digital Humanities research and for developing applications, such as the ParliamentSampo portal.

Alkuperäiskieli	Englanti
Sivut	70-79
Sivumäärä	10
Julkaisu	CEUR Workshop Proceedings
Vuosikerta	3184
Tila	Julkaistu - 11 elok. 2022
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisussa
Tapahtuma	International Workshop on Knowledge Graph Generation from Text - Hersonissos, Kreikka Kesto: 30 toukok. 2022 → 30 toukok. 2022 Konferenssinumero: 1

Pääsy asiakirjaan

SCI_Tamper_etal_TEXT2KGFinal published version, 314 KBLisenssi: CC BY

http://ceur-ws.org/Vol-3184/TEXT2KG_Paper_5.pdfLisenssi: CC BY

Muut tiedostot ja linkit

Linkki julkaisuun Scopuksessa

InTaVia/Tuominen: In/Tangible European Heritage - Visual Analysis, Curation and Communication Note
Koho, M., Tuominen, J., Rantala, H., Hyvönen, E., Kesäniemi, J., Tamper, C. & Poikkimäki, H.
01/11/2020 → 30/10/2023
Projekti: EU: Framework programmes funding

Siteeraa tätä

@article{00d1f8a5639f44f0a80e0d365054d5d4,

title = "Extracting Knowledge from Parliamentary Debates for Studying Political Culture and Language",

abstract = "This paper presents knowledge extraction and natural language processing methods used to enrich the knowledge graph of the plenary debates (textual transcripts of speeches) of the Parliament of Finland. This knowledge graph includes some 960 000 speeches (1907–2021) interlinked with a prosopographical knowledge graph about the politicians. A recent subset of the speeches was used to extract named entities and topical keywords for semantic searching and browsing the data and for data analysis. The process is based on linguistic analysis, named entity linking, and automatic subject indexing. The results were included into the ParliamentSampo knowledge graph in a SPARQL endpoint. This data can be used for studying parliamentary language and culture in Digital Humanities research and for developing applications, such as the ParliamentSampo portal.",

keywords = "digital humanities, linked data, natural language processing, parliamentary studies",

author = "Minna Tamper and Rafael Leal and Laura Sinikallio and Petri Leskinen and Jouni Tuominen and Eero Hyv{\"o}nen",

note = "Funding Information: Acknowledgements Our work is part of the Semantic Parliament project18, funded by the Academy of Finland and is also related to the EU project InTaVia19 and the EU COST action Nexus Linguarum20. The project uses the computing resources of the CSC – IT Center for Science. Publisher Copyright: {\textcopyright} 2022 Copyright for this paper by its authors. | openaire: EC/H2020/101004825/EU//InTaVia; International Workshop on Knowledge Graph Generation from Text, Text2KG ; Conference date: 30-05-2022 Through 30-05-2022",

year = "2022",

month = aug,

day = "11",

language = "English",

volume = "3184",

pages = "70--79",

journal = "CEUR Workshop Proceedings",

issn = "1613-0073",

publisher = "RWTH Aachen University",

}

TY - JOUR

T1 - Extracting Knowledge from Parliamentary Debates for Studying Political Culture and Language

AU - Tamper, Minna

AU - Leal, Rafael

AU - Sinikallio, Laura

AU - Leskinen, Petri

AU - Tuominen, Jouni

AU - Hyvönen, Eero

N1 - Conference code: 1

PY - 2022/8/11

Y1 - 2022/8/11

N2 - This paper presents knowledge extraction and natural language processing methods used to enrich the knowledge graph of the plenary debates (textual transcripts of speeches) of the Parliament of Finland. This knowledge graph includes some 960 000 speeches (1907–2021) interlinked with a prosopographical knowledge graph about the politicians. A recent subset of the speeches was used to extract named entities and topical keywords for semantic searching and browsing the data and for data analysis. The process is based on linguistic analysis, named entity linking, and automatic subject indexing. The results were included into the ParliamentSampo knowledge graph in a SPARQL endpoint. This data can be used for studying parliamentary language and culture in Digital Humanities research and for developing applications, such as the ParliamentSampo portal.

AB - This paper presents knowledge extraction and natural language processing methods used to enrich the knowledge graph of the plenary debates (textual transcripts of speeches) of the Parliament of Finland. This knowledge graph includes some 960 000 speeches (1907–2021) interlinked with a prosopographical knowledge graph about the politicians. A recent subset of the speeches was used to extract named entities and topical keywords for semantic searching and browsing the data and for data analysis. The process is based on linguistic analysis, named entity linking, and automatic subject indexing. The results were included into the ParliamentSampo knowledge graph in a SPARQL endpoint. This data can be used for studying parliamentary language and culture in Digital Humanities research and for developing applications, such as the ParliamentSampo portal.

KW - digital humanities

KW - linked data

KW - natural language processing

KW - parliamentary studies

UR - http://www.scopus.com/inward/record.url?scp=85137151568&partnerID=8YFLogxK

M3 - Conference article

AN - SCOPUS:85137151568

SN - 1613-0073

VL - 3184

SP - 70

EP - 79

JO - CEUR Workshop Proceedings

JF - CEUR Workshop Proceedings

T2 - International Workshop on Knowledge Graph Generation from Text

Y2 - 30 May 2022 through 30 May 2022

ER -

Extracting Knowledge from Parliamentary Debates for Studying Political Culture and Language

Abstrakti

Pääsy asiakirjaan

Muut tiedostot ja linkit

Sormenjälki

Projektit

InTaVia/Tuominen: In/Tangible European Heritage - Visual Analysis, Curation and Communication Note

Siteeraa tätä