Creating a User Model to Support User-specific Explanations of AI Systems

Author:

Chambers Owen1,Cohen Robin1,Grossman Maura R.1,Chen Queenie1

Affiliation:

1. University of Waterloo, Canada

Funder

NSERC CREATE

Publisher

ACM

Reference13 articles.

1. Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

2. John A Bateman and Cecile Paris. 1989. Phrasing a text in terms the user can understand. In IJCAI. 1511–1517. John A Bateman and Cecile Paris. 1989. Phrasing a text in terms the user can understand. In IJCAI. 1511–1517.

3. Maartje  MA De Graaf and Somaya Ben Allouch . 2013. Exploring influencing variables for the acceptance of social robots. Robotics and autonomous systems 61, 12 ( 2013 ), 1476–1486. Maartje MA De Graaf and Somaya Ben Allouch. 2013. Exploring influencing variables for the acceptance of social robots. Robotics and autonomous systems 61, 12 (2013), 1476–1486.

4. Gerhard Fischer . 2000. User Modeling in Human-Computer Interaction. User Modeling and User-Adapted Interaction 11 (08 2000 ). https://doi.org/10.1023/A:1011145532042 Gerhard Fischer. 2000. User Modeling in Human-Computer Interaction. User Modeling and User-Adapted Interaction 11 (08 2000). https://doi.org/10.1023/A:1011145532042

5. Trust in Automation

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Service-based Presentation of Multimodal Information for the Justification of Recommender Systems Results;Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization;2023-06-18

2. Ethical issues in explanations of personalized recommender systems;Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization;2023-06-16

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