Curating User Galleries in Europeana using Topic Modeling Technology

Medina Andresel; Sergiu Gordea; Srdjan Stevanetic

doi:10.1145/3594806.3596524

Curating User Galleries in Europeana using Topic Modeling Technology

Medina Andresel, Sergiu Gordea (Vortragende:r), Srdjan Stevanetic

Data Science & Artifical Intelligence

Publikation: Beitrag in Buch oder Tagungsband › Vortrag mit Beitrag in Tagungsband › Begutachtung

Abstract

Europeana is the largest cultural heritage (CH) digital platform in Europe supporting the digitization, access and reuse of cultural documents. Transcribathon is a tool that enables users to transcribe documents available in Europeana, however the engagement of users is depending on the thematic aggregation of content, e.g., memorabilia from First World War. We showcase that AI techniques such as topic modeling solutions, are a viable option to automatize the curation process of CH materials in Europeana.

Originalsprache	Englisch
Titel	PETRA 2023: Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments
Seiten	243-244
Seitenumfang	2
DOIs	https://doi.org/10.1145/3594806.3596524
Publikationsstatus	Veröffentlicht - Juli 2023
Veranstaltung	PErvasive Technologies Related to Assistive Environments - Corfu, Griechenland Dauer: 5 Juli 2023 → 7 Juli 2023 http://www.petrae.org/

Konferenz

Konferenz	PErvasive Technologies Related to Assistive Environments
Kurztitel	PETRA '23
Land/Gebiet	Griechenland
Stadt	Corfu
Zeitraum	5/07/23 → 7/07/23
Internetadresse	http://www.petrae.org/

Research Field

Ehemaliges Research Field - Data Science

Zugriff auf Dokument

10.1145/3594806.3596524

Diese Publikation zitieren

@inproceedings{2e8f9c5c29c44e7e969eb87eb48e995d,

title = "Curating User Galleries in Europeana using Topic Modeling Technology",

abstract = "Europeana is the largest cultural heritage (CH) digital platform in Europe supporting the digitization, access and reuse of cultural documents. Transcribathon is a tool that enables users to transcribe documents available in Europeana, however the engagement of users is depending on the thematic aggregation of content, e.g., memorabilia from First World War. We showcase that AI techniques such as topic modeling solutions, are a viable option to automatize the curation process of CH materials in Europeana.",

keywords = "Europeana, Topic Modeling, Content Curation, Machine Learning, Historical document enrichment, Transcribathon",

author = "Medina Andresel and Sergiu Gordea and Srdjan Stevanetic",

year = "2023",

month = jul,

doi = "10.1145/3594806.3596524",

language = "English",

isbn = "979-8-4007-0069-9",

pages = "243--244",

booktitle = "PETRA 2023: Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments",

note = "PErvasive Technologies Related to Assistive Environments, PETRA '23 ; Conference date: 05-07-2023 Through 07-07-2023",

url = "http://www.petrae.org/",

}

Andresel, M , Gordea, S & Stevanetic, S 2023, Curating User Galleries in Europeana using Topic Modeling Technology. in PETRA 2023: Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments. S. 243-244, PErvasive Technologies Related to Assistive Environments, Corfu, Griechenland, 5/07/23. https://doi.org/10.1145/3594806.3596524

Curating User Galleries in Europeana using Topic Modeling Technology. / Andresel, Medina ; Gordea, Sergiu (Vortragende:r); Stevanetic, Srdjan.
PETRA 2023: Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments. 2023. S. 243-244.

Publikation: Beitrag in Buch oder Tagungsband › Vortrag mit Beitrag in Tagungsband › Begutachtung

TY - GEN

T1 - Curating User Galleries in Europeana using Topic Modeling Technology

AU - Andresel, Medina

AU - Stevanetic, Srdjan

A2 - Gordea, Sergiu

PY - 2023/7

Y1 - 2023/7

N2 - Europeana is the largest cultural heritage (CH) digital platform in Europe supporting the digitization, access and reuse of cultural documents. Transcribathon is a tool that enables users to transcribe documents available in Europeana, however the engagement of users is depending on the thematic aggregation of content, e.g., memorabilia from First World War. We showcase that AI techniques such as topic modeling solutions, are a viable option to automatize the curation process of CH materials in Europeana.

AB - Europeana is the largest cultural heritage (CH) digital platform in Europe supporting the digitization, access and reuse of cultural documents. Transcribathon is a tool that enables users to transcribe documents available in Europeana, however the engagement of users is depending on the thematic aggregation of content, e.g., memorabilia from First World War. We showcase that AI techniques such as topic modeling solutions, are a viable option to automatize the curation process of CH materials in Europeana.

KW - Europeana

KW - Topic Modeling

KW - Content Curation

KW - Machine Learning

KW - Historical document enrichment

KW - Transcribathon

U2 - 10.1145/3594806.3596524

DO - 10.1145/3594806.3596524

M3 - Conference Proceedings with Oral Presentation

SN - 979-8-4007-0069-9

SP - 243

EP - 244

BT - PETRA 2023: Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments

T2 - PErvasive Technologies Related to Assistive Environments

Y2 - 5 July 2023 through 7 July 2023

ER -

Curating User Galleries in Europeana using Topic Modeling Technology

Abstract

Konferenz

Research Field

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