TY - GEN
T1 - Exploring Values in Museum Artifacts in the SPICE project
T2 - 30th ACM Conference on User Modeling, Adaptation and Personalization, UMAP2022
AU - Damiano, Rossana
AU - Kuflik, Tsvi
AU - Wecker, Alan J.
AU - Striani, Manuel
AU - Lieto, Antonio
AU - Bruni, Luis
AU - Kadastik, Nele
AU - Pedersen, Thomas A.
N1 - Publisher Copyright:
© 2022 ACM.
PY - 2022/7/4
Y1 - 2022/7/4
N2 - This document describes the rationale, the implementation and a preliminary evaluation of a semantic reasoning tool developed in the EU H2020 SPICE project to enhance the diversity of perspectives experienced by museum visitors. The tool, called DEGARI 2.0 for values, relies on the commonsense reasoning framework, and exploits an ontological model formalizing the Haidt's theory of moral values to associate museum items with combined values and emotions. Within a museum exhibition, this tool can suggest cultural items that are associated not only with the values of already experienced or preferred objects, but also with novel items with different value stances, opening the visit experience to more inclusive interpretations of cultural content. The system has been preliminarily tested, in the context of the SPICE project, on the collection of the Hecht Museum of Haifa.
AB - This document describes the rationale, the implementation and a preliminary evaluation of a semantic reasoning tool developed in the EU H2020 SPICE project to enhance the diversity of perspectives experienced by museum visitors. The tool, called DEGARI 2.0 for values, relies on the commonsense reasoning framework, and exploits an ontological model formalizing the Haidt's theory of moral values to associate museum items with combined values and emotions. Within a museum exhibition, this tool can suggest cultural items that are associated not only with the values of already experienced or preferred objects, but also with novel items with different value stances, opening the visit experience to more inclusive interpretations of cultural content. The system has been preliminarily tested, in the context of the SPICE project, on the collection of the Hecht Museum of Haifa.
KW - Commonsense Reasoning
KW - Description Logics
KW - Explainable AI
KW - Moral Foundations Theory
KW - Value recommendations
UR - http://www.scopus.com/inward/record.url?scp=85135140972&partnerID=8YFLogxK
U2 - 10.1145/3511047.3537662
DO - 10.1145/3511047.3537662
M3 - Conference contribution
AN - SCOPUS:85135140972
T3 - UMAP2022 - Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization
SP - 391
EP - 396
BT - UMAP2022 - Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization
PB - Association for Computing Machinery, Inc
Y2 - 4 July 2022 through 7 July 2022
ER -