Exploratory Analysis of the Applicability of Formalised Knowledge to Personal Experience Narration

Victor Mireles; Stephanie Billib; Artem Revenko; Stefan Jänicke; Frank Uiterwaal; Pavel Pecina

doi:10.1007/978-3-031-42171-6_10

Exploratory Analysis of the Applicability of Formalised Knowledge to Personal Experience Narration

Victor Mireles^*, Stephanie Billib, Artem Revenko, Stefan Jänicke, Frank Uiterwaal, Pavel Pecina

^*Kontaktforfatter

Publikation: Kapitel i bog/rapport/konference-proceeding › Konferencebidrag i proceedings › Forskning › peer review

Abstract

Some of the victims of Nazi prosecution have consigned their personal experiences in the form of diaries of their internment in concentration camps. Such human-centric texts may contrast with the organisation of knowledge about such events that, for example, historians and archivists make. In this work, we analyse six such narrations with the use of Entity Extraction and Named Entity Recognition techniques, present the results of the corresponding exploration, and discuss the suitability of such tools on this corpus. We show that knowledge tools, that have been successfully used to organise documents, can be lacking when describing personal accounts, and we suggest ways to alleviate this.

Originalsprog	Engelsk
Titel	Data Science—Analytics and Applications : Proceedings of the 5th International Data Science Conference—iDSC2023
Redaktører	Peter Haber, Thomas J. Lampoltshammer, Manfred Mayr
Forlag	Springer
Publikationsdato	2024
Sider	75-80
ISBN (Trykt)	978-3-031-42170-9
ISBN (Elektronisk)	978-3-031-42171-6
DOI	https://doi.org/10.1007/978-3-031-42171-6_10
Status	Udgivet - 2024
Begivenhed	5th International Data Science Conference - Krems, Østrig Varighed: 2. maj 2023 → 3. maj 2023

Konference

Konference	5th International Data Science Conference
Land/Område	Østrig
By	Krems
Periode	02/05/2023 → 03/05/2023

Dokumenter og links

10.1007/978-3-031-42171-6_10

Citationsformater

Mireles, V., Billib, S., Revenko, A., Jänicke, S., Uiterwaal, F., & Pecina, P. (2024). Exploratory Analysis of the Applicability of Formalised Knowledge to Personal Experience Narration. I P. Haber, T. J. Lampoltshammer, & M. Mayr (red.), Data Science—Analytics and Applications: Proceedings of the 5th International Data Science Conference—iDSC2023 (s. 75-80). Springer. https://doi.org/10.1007/978-3-031-42171-6_10

@inproceedings{978e127b3d11463d8565b9b71915a7fb,

title = "Exploratory Analysis of the Applicability of Formalised Knowledge to Personal Experience Narration",

abstract = "Some of the victims of Nazi prosecution have consigned their personal experiences in the form of diaries of their internment in concentration camps. Such human-centric texts may contrast with the organisation of knowledge about such events that, for example, historians and archivists make. In this work, we analyse six such narrations with the use of Entity Extraction and Named Entity Recognition techniques, present the results of the corresponding exploration, and discuss the suitability of such tools on this corpus. We show that knowledge tools, that have been successfully used to organise documents, can be lacking when describing personal accounts, and we suggest ways to alleviate this.",

author = "Victor Mireles and Stephanie Billib and Artem Revenko and Stefan J{\"a}nicke and Frank Uiterwaal and Pavel Pecina",

year = "2024",

doi = "10.1007/978-3-031-42171-6_10",

language = "English",

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editor = "Peter Haber and Lampoltshammer, {Thomas J.} and Manfred Mayr",

booktitle = "Data Science—Analytics and Applications",

publisher = "Springer",

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note = "5th International Data Science Conference ; Conference date: 02-05-2023 Through 03-05-2023",

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Mireles, V, Billib, S, Revenko, A, Jänicke, S, Uiterwaal, F & Pecina, P 2024, Exploratory Analysis of the Applicability of Formalised Knowledge to Personal Experience Narration. i P Haber, TJ Lampoltshammer & M Mayr (red), Data Science—Analytics and Applications: Proceedings of the 5th International Data Science Conference—iDSC2023. Springer, s. 75-80, 5th International Data Science Conference, Krems, Østrig, 02/05/2023. https://doi.org/10.1007/978-3-031-42171-6_10

Exploratory Analysis of the Applicability of Formalised Knowledge to Personal Experience Narration. / Mireles, Victor; Billib, Stephanie; Revenko, Artem et al.
Data Science—Analytics and Applications: Proceedings of the 5th International Data Science Conference—iDSC2023. red. / Peter Haber; Thomas J. Lampoltshammer; Manfred Mayr. Springer, 2024. s. 75-80.

Publikation: Kapitel i bog/rapport/konference-proceeding › Konferencebidrag i proceedings › Forskning › peer review

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T1 - Exploratory Analysis of the Applicability of Formalised Knowledge to Personal Experience Narration

AU - Mireles, Victor

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AU - Jänicke, Stefan

AU - Uiterwaal, Frank

AU - Pecina, Pavel

PY - 2024

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N2 - Some of the victims of Nazi prosecution have consigned their personal experiences in the form of diaries of their internment in concentration camps. Such human-centric texts may contrast with the organisation of knowledge about such events that, for example, historians and archivists make. In this work, we analyse six such narrations with the use of Entity Extraction and Named Entity Recognition techniques, present the results of the corresponding exploration, and discuss the suitability of such tools on this corpus. We show that knowledge tools, that have been successfully used to organise documents, can be lacking when describing personal accounts, and we suggest ways to alleviate this.

AB - Some of the victims of Nazi prosecution have consigned their personal experiences in the form of diaries of their internment in concentration camps. Such human-centric texts may contrast with the organisation of knowledge about such events that, for example, historians and archivists make. In this work, we analyse six such narrations with the use of Entity Extraction and Named Entity Recognition techniques, present the results of the corresponding exploration, and discuss the suitability of such tools on this corpus. We show that knowledge tools, that have been successfully used to organise documents, can be lacking when describing personal accounts, and we suggest ways to alleviate this.

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M3 - Article in proceedings

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Mireles V, Billib S, Revenko A, Jänicke S, Uiterwaal F, Pecina P. Exploratory Analysis of the Applicability of Formalised Knowledge to Personal Experience Narration. I Haber P, Lampoltshammer TJ, Mayr M, red., Data Science—Analytics and Applications: Proceedings of the 5th International Data Science Conference—iDSC2023. Springer. 2024. s. 75-80 doi: 10.1007/978-3-031-42171-6_10