Computational Rationality as a Theory of Interaction

要旨

How do people interact with computers? This fundamental question was asked by Card, Moran, and Newell in 1983 with a proposition to frame it as a question about human cognition -- in other words, as a matter of how information is processed in the mind. Recently, the question has been reframed as one of adaptation: how do people adapt their interaction to the limits imposed by cognition, device design, and environment? This paper synthesizes advances toward an answer within the theoretical framework of computational rationality. The core assumption is that users act in accordance with what is best for them, given the limits imposed by their cognitive architecture and their experience of the task environment. This theory can be expressed in computational models that explain and predict interaction. The paper reviews the theoretical commitments and emerging applications in HCI, and it concludes by outlining a research agenda for future work.

受賞
Honorable Mention
著者
Antti Oulasvirta
Aalto University, Helsinki, Finland
Jussi P. P.. Jokinen
University of Jyväskylä, Jyväskylä, Finland
Andrew Howes
University of Birmingham, Birmingham, United Kingdom
論文URL

https://dl.acm.org/doi/abs/10.1145/3491102.3517739

動画

会議: CHI 2022

The ACM CHI Conference on Human Factors in Computing Systems (https://chi2022.acm.org/)

セッション: Models and Theories

297
5 件の発表
2022-05-04 23:15:00
2022-05-05 00:30:00