Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH scholarly article en Armaselu, Florentina; Apostol, Elena-Simona; Khan, Anas Fahad; Liebeskind, Chaya; McGillivray, Barbara; Truică, Ciprian-Octavian; Valūnaitė Oleškevičienė, Giedrė https://www.dagstuhl.de/oasics License: Creative Commons Attribution 4.0 license (CC BY 4.0)
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HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case

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Abstract

The paper proposes an interdisciplinary approach including methods from disciplines such as history of concepts, linguistics, natural language processing (NLP) and Semantic Web, to create a comparative framework for detecting semantic change in multilingual historical corpora and generating diachronic ontologies as linguistic linked open data (LLOD). Initiated as a use case (UC4.2.1) within the COST Action Nexus Linguarum, European network for Web-centred linguistic data science, the study will explore emerging trends in knowledge extraction, analysis and representation from linguistic data science, and apply the devised methodology to datasets in the humanities to trace the evolution of concepts from the domain of socio-cultural transformation. The paper will describe the main elements of the methodological framework and preliminary planning of the intended workflow.

BibTeX - Entry

@InProceedings{armaselu_et_al:OASIcs.LDK.2021.34,
  author =	{Armaselu, Florentina and Apostol, Elena-Simona and Khan, Anas Fahad and Liebeskind, Chaya and McGillivray, Barbara and Truic\u{a}, Ciprian-Octavian and Val\={u}nait\.{e} Ole\v{s}kevi\v{c}ien\.{e}, Giedr\.{e}},
  title =	{{HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case}},
  booktitle =	{3rd Conference on Language, Data and Knowledge (LDK 2021)},
  pages =	{34:1--34:13},
  series =	{Open Access Series in Informatics (OASIcs)},
  ISBN =	{978-3-95977-199-3},
  ISSN =	{2190-6807},
  year =	{2021},
  volume =	{93},
  editor =	{Gromann, Dagmar and S\'{e}rasset, Gilles and Declerck, Thierry and McCrae, John P. and Gracia, Jorge and Bosque-Gil, Julia and Bobillo, Fernando and Heinisch, Barbara},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/opus/volltexte/2021/14570},
  URN =		{urn:nbn:de:0030-drops-145704},
  doi =		{10.4230/OASIcs.LDK.2021.34},
  annote =	{Keywords: linguistic linked open data, natural language processing, semantic change, diachronic ontologies, digital humanities}
}

Keywords: linguistic linked open data, natural language processing, semantic change, diachronic ontologies, digital humanities
Seminar: 3rd Conference on Language, Data and Knowledge (LDK 2021)
Issue date: 2021
Date of publication: 30.08.2021


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