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.
|Title of host publication||UMAP2022 - Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization|
|Publisher||Association for Computing Machinery, Inc|
|Number of pages||6|
|State||Published - 4 Jul 2022|
|Event||30th ACM Conference on User Modeling, Adaptation and Personalization, UMAP2022 - Virtual, Online, Spain|
Duration: 4 Jul 2022 → 7 Jul 2022
|Name||UMAP2022 - Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization|
|Conference||30th ACM Conference on User Modeling, Adaptation and Personalization, UMAP2022|
|Period||4/07/22 → 7/07/22|
Bibliographical noteFunding Information:
The research leading to these results/this publication has been partially funded by the European Union’s Horizon 2020 research and innovation programme http://dx.doi.org/10.13039/501100007601 under grant agreement SPICE 870811. The publication reflects the author’s views. The Research Executive Agency (REA) is not liable for any use that may be made of the information contained therein.
© 2022 ACM.
- Commonsense Reasoning
- Description Logics
- Explainable AI
- Moral Foundations Theory
- Value recommendations
ASJC Scopus subject areas