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

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › 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.

Original language	English
Title of host publication	Data Science—Analytics and Applications : Proceedings of the 5th International Data Science Conference—iDSC2023
Editors	Peter Haber, Thomas J. Lampoltshammer, Manfred Mayr
Publisher	Springer
Publication date	2024
Pages	75-80
ISBN (Print)	978-3-031-42170-9
ISBN (Electronic)	978-3-031-42171-6
DOIs	https://doi.org/10.1007/978-3-031-42171-6_10
Publication status	Published - 2024
Event	5th International Data Science Conference - Krems, Austria Duration: 2. May 2023 → 3. May 2023

Conference

Conference	5th International Data Science Conference
Country/Territory	Austria
City	Krems
Period	02/05/2023 → 03/05/2023

Documents & Links

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

Cite this

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. In P. Haber, T. J. Lampoltshammer, & M. Mayr (Eds.), Data Science—Analytics and Applications: Proceedings of the 5th International Data Science Conference—iDSC2023 (pp. 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",

isbn = "978-3-031-42170-9",

pages = "75--80",

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

booktitle = "Data Science—Analytics and Applications",

publisher = "Springer",

address = "Germany",

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

}

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. in P Haber, TJ Lampoltshammer & M Mayr (eds), Data Science—Analytics and Applications: Proceedings of the 5th International Data Science Conference—iDSC2023. Springer, pp. 75-80, 5th International Data Science Conference, Krems, Austria, 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. ed. / Peter Haber; Thomas J. Lampoltshammer; Manfred Mayr. Springer, 2024. p. 75-80.

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

TY - GEN

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

AU - Mireles, Victor

AU - Billib, Stephanie

AU - Revenko, Artem

AU - Jänicke, Stefan

AU - Uiterwaal, Frank

AU - Pecina, Pavel

PY - 2024

Y1 - 2024

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.

U2 - 10.1007/978-3-031-42171-6_10

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

M3 - Article in proceedings

SN - 978-3-031-42170-9

SP - 75

EP - 80

BT - Data Science—Analytics and Applications

A2 - Haber, Peter

A2 - Lampoltshammer, Thomas J.

A2 - Mayr, Manfred

PB - Springer

T2 - 5th International Data Science Conference

Y2 - 2 May 2023 through 3 May 2023

ER -

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