Projekteja vuodessa
Abstrakti
Artificial Intelligence (AI) solutions are becoming prevalent in almost all aspects of human life. However, their acceptance may be limited by a lack of transparency of how the AI works. Explainable AI (XAI) aims to provide the users of AI systems with an understanding of why decisions are made, increasing trust in the system. To date, research into XAI has focused on the use of graphical user interfaces, presenting numerical, textual or graphical explanations. However, AI is increasingly being used in systems that include physical devices, and hence the need for explainability in physical or tangible user interfaces (TUI) is also increasing. We present an initial conceptual framework for tangible explainable AI (TangXAI), which identifies the potential approaches of communicating XAI through physical artifacts, using the concepts of data physicalization and tangible interaction. The framework provides a basis into which ongoing research of tangible explainable AI can be mapped and related research gaps identified.
Alkuperäiskieli | englanti |
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Otsikko | Proceedings of MUM 2022 |
Alaotsikko | the 21st International Conference on Mobile and Ubiquitous Multimedia |
Toimittajat | Tanja Döring, Susanne Boll, Ashley Colley, Augusto Esteves, João Guerreiro |
Julkaisupaikka | New York, NY, USA |
Kustantaja | ACM |
Sivut | 22-27 |
ISBN (elektroninen) | 978-1-4503-9821-3 |
DOI - pysyväislinkit | |
Tila | Julkaistu - 2022 |
OKM-julkaisutyyppi | A4 Vertaisarvioitu artikkelil konferenssijulkaisussa |
Tapahtuma | MUM 2022: 21th International Conference on Mobile and Ubiquitous Multimedia - Lisbon , Portugali Kesto: 27 marrask. 2022 → 30 marrask. 2022 |
Julkaisusarja
Sarja | MUM '22 |
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Konferenssi
Konferenssi | MUM 2022: 21th International Conference on Mobile and Ubiquitous Multimedia |
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Lyhennettä | MUM 2022 |
Maa/Alue | Portugali |
Kaupunki | Lisbon |
Ajanjakso | 27.11.2022 → 30.11.2022 |
Tieteenala
- Tietojenkäsittely- ja informaatiotieteet
Sormenjälki
Sukella tutkimusaiheisiin 'Tangible Explainable AI - an Initial Conceptual Framework'. Ne muodostavat yhdessä ainutlaatuisen sormenjäljen.Projektit
- 1 Päättyneet
-
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Projekti: Yhteisrahoitteinen projekti