Towards a BFO-based ontology of understanding in explanatory interactions

Booshehri M, Buschmeier H, Cimiano P (2024)
In: Proceedings of the 4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI).

Konferenzbeitrag | Veröffentlicht | Englisch
 
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Abstract / Bemerkung
This work takes steps towards situating the concepts relevant to _explanation_ and _understanding_ in explanatory interactions within the scope of Basic Formal Ontology. We introduce novel ontological accounts of _understanding_ and _explanation_ in BFO-terms, which foster a shared conceptualization of explanations and explainee's understanding during explainer-explainee interactions. This approach also enables the tracking of different aspects of understanding and explanation through cognitive profiling of various measurable aspects under the heading of _process profile_ in BFO. Additionally, we differentiate between the private mental process of understanding and _understanding displays_. Finally, we characterize the relationship between understanding displays and explanations.
Stichworte
dililab
Erscheinungsjahr
2024
Titel des Konferenzbandes
Proceedings of the 4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI)
Konferenz
DAO-XAI 2024: 4th International Workshop on Data Meets Applied Ontologies in Explainable AI
Konferenzort
Santiago de Compostela, Spain
Konferenzdatum
2024-10-19 – 2024-10-20
Page URI
https://pub.uni-bielefeld.de/record/2991867

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Booshehri M, Buschmeier H, Cimiano P. Towards a BFO-based ontology of understanding in explanatory interactions. In: Proceedings of the 4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI). 2024.
Booshehri, M., Buschmeier, H., & Cimiano, P. (2024). Towards a BFO-based ontology of understanding in explanatory interactions. Proceedings of the 4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI)
Booshehri, Meisam, Buschmeier, Hendrik, and Cimiano, Philipp. 2024. “Towards a BFO-based ontology of understanding in explanatory interactions”. In Proceedings of the 4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI).
Booshehri, M., Buschmeier, H., and Cimiano, P. (2024). “Towards a BFO-based ontology of understanding in explanatory interactions” in Proceedings of the 4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI).
Booshehri, M., Buschmeier, H., & Cimiano, P., 2024. Towards a BFO-based ontology of understanding in explanatory interactions. In Proceedings of the 4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI).
M. Booshehri, H. Buschmeier, and P. Cimiano, “Towards a BFO-based ontology of understanding in explanatory interactions”, Proceedings of the 4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI), 2024.
Booshehri, M., Buschmeier, H., Cimiano, P.: Towards a BFO-based ontology of understanding in explanatory interactions. Proceedings of the 4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI). (2024).
Booshehri, Meisam, Buschmeier, Hendrik, and Cimiano, Philipp. “Towards a BFO-based ontology of understanding in explanatory interactions”. Proceedings of the 4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI). 2024.
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