Representing and Searching Associations in Cultural Heritage Knowledge Graphs Using Faceted Search

Heikki Rantala*, Petri Leskinen, Lilli Peura, Eero Hyvönen

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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Abstract

This paper presents how relations or associations between entities, such as persons and places in cultural heritage knowledge graphs, can be searched and analyzed using faceted search and visualizations. Faceted search using well-formed ontologies allows search and comparison of relative numbers in associations of groups of entities, such as artists from different countries, and can reveal patterns of interest in the data. This papers presents examples of how this can be done in practice, how the associations can be conceptualized in different ways that affect the performance of the search, and how the associations can be analyzed. The concept of faceted relational search is examined through case studies including searching relations in collections of biographies from various European countries, relations in the Union List of Artist Names (ULAN) thesaurus, and relations formed by links between Wikipedia pages of persons.
Original languageEnglish
Title of host publicationKnowledge Graphs in the Age of Language Models and Neuro-Symbolic AI
Subtitle of host publicationProceedings of the 20th International Conference on Semantic Systems, 17–19 September 2024, Amsterdam, The Netherlands
EditorsAngelo Salatino, Mehwish Alam, Femke Ongenae, Sahar Vahdati, Anna-Lisa Gentile, Tassilo Pellegrini, Shufan Jiang
PublisherIOS Press
Pages420-435
ISBN (Electronic) 978-1-64368-537-3
DOIs
Publication statusPublished - 2024
MoE publication typeA4 Conference publication
EventInternational Conference on Semantic Systems - Amsterdam, Netherlands
Duration: 17 Sept 202419 Sept 2024
Conference number: 20

Publication series

NameStudies on the Semantic Web
PublisherIOS Press
Volume60
ISSN (Print)1868-1158
ISSN (Electronic)2215-0870

Conference

ConferenceInternational Conference on Semantic Systems
Abbreviated titleSEMANTiCS
Country/TerritoryNetherlands
CityAmsterdam
Period17/09/202419/09/2024

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