Positing a growth-centric approach in empathic ambient human-system interaction

R. Legaspi, K. Fukui, K. Moriyama, Satoshi Kurihara, M. Numao

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

We define our empathy learning problem as determining the extent by which a system can perceive user affect and intention as well as ambient context, construct models of these perceptions and of its interaction behavior with the user, and incrementally improve on its own its models in order to effectively provide empathic responses that change the ambient context. In concept, system selfimprovement can be viewed as changing its internal assumptions, programs or hardware. In a practical sense, we view this as rooting from a data-centric approach, i.e., the system learns its assumptions from recorded interaction data, and extending to growth-centric, i.e., such knowledge should be dynamically and continuously refined through subsequent interaction experiences as the system learns from new data. To demonstrate this, we return to the fundamental concept of affect modeling to show the data-centric nature of the problem and suggest how to move towards engaging the growth-centric. Lastly, given that an empathic system that is ambient intelligent has yet to be explored, and that most ambient intelligent systems are not affective let alone empathic, we submit for consideration our initial ideas on an empathic ambient intelligence in human-system interaction.

Original languageEnglish
Title of host publicationHuman-Computer Systems Interaction - Backgrounds and Applications
PublisherSpringer Verlag
Pages233-244
Number of pages12
ISBN (Print)9783642032011
Publication statusPublished - 2009 Jan 1
Externally publishedYes
EventInternational Conference on Human-Computer Systems Interaction, H-CSI 2008 - Krakow, Poland
Duration: 2008 May 252008 May 28

Publication series

NameAdvances in Intelligent and Soft Computing
Volume60
ISSN (Print)1867-5662
ISSN (Electronic)1860-0794

Other

OtherInternational Conference on Human-Computer Systems Interaction, H-CSI 2008
CountryPoland
CityKrakow
Period08/5/2508/5/28

ASJC Scopus subject areas

  • Computer Science(all)

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  • Cite this

    Legaspi, R., Fukui, K., Moriyama, K., Kurihara, S., & Numao, M. (2009). Positing a growth-centric approach in empathic ambient human-system interaction. In Human-Computer Systems Interaction - Backgrounds and Applications (pp. 233-244). (Advances in Intelligent and Soft Computing; Vol. 60). Springer Verlag.