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.

Exploring Values in Museum Artifacts in the SPICE project: a Preliminary Study

Rossana Damiano
;
Tsvi Kuflik
;
Manuel Striani
;
Antonio Lieto
;
2022-01-01

Abstract

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.
2022
UMAP '22 Adjunct: Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization
Barcellona, Spain
04/07/2022
UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization
Association for Computing Machinery
6
391
396
9781450392327
https://doi.org/10.1145/3511047.3537662
Explainable AI, Value recommendations, Moral Foundations Theory, Commonsense Reasoning, Description Logics
Rossana Damiano, Tsvi Kuflik, Alan J. Wecker, Manuel Striani, Antonio Lieto, Luis Emilio Bruni, Nele Kadastik, Thomas Anthony Pedersen
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2318/1885235
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