research-article

FAST CAT: Collaborative Data Entry and Curation for Semantic Interoperability in Digital Humanities

Authors:

Pavlos Fafalios,

Kostas Petrakis,

Georgios Samaritakis,

Athina Kritsotaki,

Yannis Tzitzikas,

Martin DoerrAuthors Info & Claims

Journal on Computing and Cultural Heritage (JOCCH), Volume 14, Issue 4

Article No.: 45, Pages 1 - 20

https://doi.org/10.1145/3461460

Published: 16 July 2021 Publication History

Abstract

Descriptive and empirical sciences, such as History, are the sciences that collect, observe and describe phenomena to explain them and draw interpretative conclusions about influences, driving forces and impacts under given circumstances. Spreadsheet software and relational database management systems are still the dominant tools for quantitative analysis and overall data management in these these sciences, allowing researchers to directly analyse the gathered data and perform scholarly interpretation. However, this current practice has a set of limitations, including the high dependency of the collected data on the initial research hypothesis, usually useless for other research, the lack of representation of the details from which the registered relations are inferred, and the difficulty to revisit the original data sources for verification, corrections or improvements. To cope with these problems, in this article we present FAST CAT, a collaborative system for assistive data entry and curation in Digital Humanities and similar forms of empirical research. We describe the related challenges, the overall methodology we follow for supporting semantic interoperability, and discuss the use of FAST CAT in the context of a European (ERC) project of Maritime History, called SeaLiT, which examines economic, social and demographic impacts of the introduction of steamboats in the Mediterranean area between the 1850s and the 1920s.

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Cited By

Papadaki MTzitzikas Y(2024)Unifying Faceted Search and Analytics over RDF Knowledge GraphsKnowledge and Information Systems10.1007/s10115-024-02076-966:7(3921-3958)Online publication date: 24-Mar-2024
https://dl.acm.org/doi/10.1007/s10115-024-02076-9
Li WWang JWang F(2024)Curating the Chinese ancient book catalogs: Leveraging the dual roles of humanities scholars as experts and users in collaborative practiceJournal of the Association for Information Science and Technology10.1002/asi.24894Online publication date: 14-Apr-2024
https://doi.org/10.1002/asi.24894
Papadaki MTzitzikas YMountantonakis M(2023)A Brief Survey of Methods for Analytics over RDF Knowledge GraphsAnalytics10.3390/analytics20100042:1(55-74)Online publication date: 17-Jan-2023
https://doi.org/10.3390/analytics2010004
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Index Terms

FAST CAT: Collaborative Data Entry and Curation for Semantic Interoperability in Digital Humanities
1. Information systems
  1. Data management systems
    1. Information integration

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Published In

cover image Journal on Computing and Cultural Heritage

Journal on Computing and Cultural Heritage Volume 14, Issue 4

December 2021

328 pages

ISSN:1556-4673

EISSN:1556-4711

DOI:10.1145/3476246

Editor:
Franco Niccolucci
VAST-LAB at PIN, University of Florence, Italy

Issue’s Table of Contents

Copyright © 2021 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 16 July 2021

Accepted: 01 April 2021

Revised: 01 December 2020

Received: 01 September 2020

Published in JOCCH Volume 14, Issue 4

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Research
Refereed

Funding Sources

European Union’s Horizon 2020 research and innovation programme under Marie Sklodowska-Curie
Individual Fellowship, Project “ReKnow—Research Documentation, Analysis and Exploration in Empirical and Descriptive Sciences”
European Research Council (ERC)

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Cited By

Papadaki MTzitzikas Y(2024)Unifying Faceted Search and Analytics over RDF Knowledge GraphsKnowledge and Information Systems10.1007/s10115-024-02076-966:7(3921-3958)Online publication date: 24-Mar-2024
https://dl.acm.org/doi/10.1007/s10115-024-02076-9
Li WWang JWang F(2024)Curating the Chinese ancient book catalogs: Leveraging the dual roles of humanities scholars as experts and users in collaborative practiceJournal of the Association for Information Science and Technology10.1002/asi.24894Online publication date: 14-Apr-2024
https://doi.org/10.1002/asi.24894
Papadaki MTzitzikas YMountantonakis M(2023)A Brief Survey of Methods for Analytics over RDF Knowledge GraphsAnalytics10.3390/analytics20100042:1(55-74)Online publication date: 17-Jan-2023
https://doi.org/10.3390/analytics2010004
Fafalios PKritsotaki ADoerr M(2023)The SeaLiT Ontology – An Extension of CIDOC-CRM for the Modeling and Integration of Maritime History InformationJournal on Computing and Cultural Heritage 10.1145/358608016:3(1-21)Online publication date: 9-Aug-2023
https://dl.acm.org/doi/10.1145/3586080
Rinakakis GPetrakis KTzitzikas YFafalios P(2023)FastCat Catalogues: Interactive Entity-Based Exploratory Analysis of Archival Documents2023 ACM/IEEE Joint Conference on Digital Libraries (JCDL)10.1109/JCDL57899.2023.00035(190-194)Online publication date: Jul-2023
https://doi.org/10.1109/JCDL57899.2023.00035
Sánchez LLanza JSantana JSotres PGonzález VMartín LSolmaz GKovacs EDietzel MSumma AJafari AMinerva RCrespi N(2023)Data Enrichment Toolchain: A Data Linking and Enrichment Platform for Heterogeneous DataIEEE Access10.1109/ACCESS.2023.331770511(103079-103091)Online publication date: 2023
https://doi.org/10.1109/ACCESS.2023.3317705
Fafalios PMarketakis YAxaridou ATzitzikas YDoerr M(2023)A workflow model for holistic data management and semantic interoperability in quantitative archival researchDigital Scholarship in the Humanities10.1093/llc/fqad01838:3(1049-1066)Online publication date: 6-Apr-2023
https://doi.org/10.1093/llc/fqad018
Tzitzikas YMountantonakis MFafalios PMarketakis Y(2022)CIDOC-CRM and Machine Learning: A Survey and Future ResearchHeritage10.3390/heritage50300845:3(1612-1636)Online publication date: 7-Jul-2022
https://doi.org/10.3390/heritage5030084
Jean-Quartier CRey Mazón MLovrić MStryeck S(2022)Collaborative Data Use between Private and Public Stakeholders—A Regional Case StudyData10.3390/data70200207:2(20)Online publication date: 28-Jan-2022
https://doi.org/10.3390/data7020020
Mountantonakis MTzitzikas Y(2022)How Your Cultural Dataset is Connected to the Rest Linked Open Data?Trandisciplinary Multispectral Modelling and Cooperation for the Preservation of Cultural Heritage10.1007/978-3-031-20253-7_12(136-148)Online publication date: 24-Nov-2022
https://doi.org/10.1007/978-3-031-20253-7_12

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