Reflecting Human Values in XAI: Emotional and Reflective Benefits in Creativity Support Tools
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arXiv
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| Main Authors: | , , |
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| Format: | Preprint |
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2025
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| _version_ | 1866911015723073536 |
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| author | Cox, Samuel Rhys Djernæs, Helena Bøjer van Berkel, Niels |
| author_facet | Cox, Samuel Rhys Djernæs, Helena Bøjer van Berkel, Niels |
| contents | In this workshop paper, we discuss the potential for measures of user-centric benefits (such as emotional well-being) that could be explored when evaluating explainable AI (XAI) systems within the arts. As a background to this, we draw from our recent review of creativity support tool (CST) evaluations, that found a paucity of studies evaluating CSTs for user-centric measures that benefit the user themselves. Specifically, we discuss measures of: (1) developing intrinsic abilities, (2) emotional well-being, (3) self-reflection, and (4) self-perception. By discussing these user-centric measures within the context of XAI and the arts, we wish to provoke discussion regarding the potential of such measures. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2506_17116 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Reflecting Human Values in XAI: Emotional and Reflective Benefits in Creativity Support Tools Cox, Samuel Rhys Djernæs, Helena Bøjer van Berkel, Niels Human-Computer Interaction In this workshop paper, we discuss the potential for measures of user-centric benefits (such as emotional well-being) that could be explored when evaluating explainable AI (XAI) systems within the arts. As a background to this, we draw from our recent review of creativity support tool (CST) evaluations, that found a paucity of studies evaluating CSTs for user-centric measures that benefit the user themselves. Specifically, we discuss measures of: (1) developing intrinsic abilities, (2) emotional well-being, (3) self-reflection, and (4) self-perception. By discussing these user-centric measures within the context of XAI and the arts, we wish to provoke discussion regarding the potential of such measures. |
| title | Reflecting Human Values in XAI: Emotional and Reflective Benefits in Creativity Support Tools |
| topic | Human-Computer Interaction |
| url | https://arxiv.org/abs/2506.17116 |