Reconciling Consistency-Based Diagnosis with Actual-Causality-Based Explanations
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arXiv
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| Format: | Preprint |
| Publié: |
2026
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| _version_ | 1866913106316230656 |
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| author | Bertossi, Leopoldo |
| author_facet | Bertossi, Leopoldo |
| contents | We establish, from the point of view of Explainable AI (XAI), connections between Consistency-Based Diagnosis (CBD), on one side, and Actual Causality and Causal Responsibility, on the other. CBD has received little attention from the XAI community. Connections between these two areas could have a fruitful impact on XAI and Explainable Data Management. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2605_08688 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | Reconciling Consistency-Based Diagnosis with Actual-Causality-Based Explanations Bertossi, Leopoldo Artificial Intelligence Databases Logic in Computer Science We establish, from the point of view of Explainable AI (XAI), connections between Consistency-Based Diagnosis (CBD), on one side, and Actual Causality and Causal Responsibility, on the other. CBD has received little attention from the XAI community. Connections between these two areas could have a fruitful impact on XAI and Explainable Data Management. |
| title | Reconciling Consistency-Based Diagnosis with Actual-Causality-Based Explanations |
| topic | Artificial Intelligence Databases Logic in Computer Science |
| url | https://arxiv.org/abs/2605.08688 |