A4 Artikkeli konferenssijulkaisussa
Computational Rationality as a Theory of Interaction (2022)
Oulasvirta, A., Jokinen, J. P.P., & Howes, A. (2022). Computational Rationality as a Theory of Interaction. In S. Barbosa, C. Lampe, C. Appert, D. A. Shamma, S. Drucker, J. Williamson, & K. Yatani (Eds.), CHI '22 : Proceedings of the 2022 CHI Conference on Human Factors in Computing System. ACM. https://doi.org/10.1145/3491102.3517739
JYU-tekijät tai -toimittajat
Julkaisun tiedot
Julkaisun kaikki tekijät tai toimittajat: Oulasvirta, Antti; Jokinen, Jussi P. P.; Howes, Andrew
Emojulkaisu: CHI '22 : Proceedings of the 2022 CHI Conference on Human Factors in Computing System
Emojulkaisun toimittajat: Barbosa, Simone; Lampe, Cliff; Appert, Caroline; Shamma, David A.; Drucker, Steven; Williamson, Julie; Yatani, Koji
Konferenssi:
- ACM SIGCHI annual conference on human factors in computing systems
Konferenssin paikka ja aika: New Orleans, LA, USA, 30.4.-5.5.2022
eISBN: 978-1-4503-9157-3
Julkaisuvuosi: 2022
Ilmestymispäivä: 29.04.2022
Kustantaja: ACM
Julkaisumaa: Yhdysvallat (USA)
Julkaisun kieli: englanti
DOI: https://doi.org/10.1145/3491102.3517739
Julkaisun avoin saatavuus: Avoimesti saatavilla
Julkaisukanavan avoin saatavuus: Osittain avoin julkaisukanava
Julkaisu on rinnakkaistallennettu (JYX): https://jyx.jyu.fi/handle/123456789/80999
Tiivistelmä
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? The 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.
YSO-asiasanat: ihmisen ja tietokoneen vuorovaikutus; tietokoneet; atk-laitteet; tekoäly; mallintaminen; sopeutuminen; kognitiotiede; teoriat
Vapaat asiasanat: human-centered computing; HCI theory, concepts and models; user models; cognitive modeling; computational rationality; interaction; reinforcement learning; adaptation; individual differences; computing methodologies; artificial intelligence; philosophical/ theoretical foundations of artificial intelligence; cognitive science
Liittyvät organisaatiot
OKM-raportointi: Kyllä
Raportointivuosi: 2022
JUFO-taso: 2
