Towards a BFO-based ontology of understanding in explanatory interactions
M. Booshehri, H. Buschmeier, P. Cimiano, in: Proceedings of the 4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI), International Association for Ontology and its Applications, Santiago de Compostela, Spain, 2024.
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Booshehri, Meisam;
Buschmeier, HendrikLibreCat 
;
Cimiano, Philipp
;
Cimiano, PhilippDepartment
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Abstract
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.
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Proceedings Title
Proceedings of the 4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI)
Conference
4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI)
Conference Location
Santiago de Compostela, Spain
Conference Date
2024-10-19 – 2024-10-19
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Cite this
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). International Association for Ontology and its Applications; 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). 4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI), Santiago de Compostela, Spain.
@inproceedings{Booshehri_Buschmeier_Cimiano_2024, place={Santiago de Compostela, Spain}, title={Towards a BFO-based ontology of understanding in explanatory interactions}, booktitle={Proceedings of the 4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI)}, publisher={International Association for Ontology and its Applications}, author={Booshehri, Meisam and Buschmeier, Hendrik and Cimiano, Philipp}, year={2024} }
Booshehri, Meisam, Hendrik Buschmeier, and Philipp Cimiano. “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). Santiago de Compostela, Spain: International Association for Ontology and its Applications, 2024.
M. Booshehri, H. Buschmeier, and P. Cimiano, “Towards a BFO-based ontology of understanding in explanatory interactions,” presented at the 4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI), Santiago de Compostela, Spain, 2024.
Booshehri, Meisam, et al. “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), International Association for Ontology and its Applications, 2024.
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