Foraging-based optimization of pervasive displays

Tutkimustuotos: LehtiartikkeliArticleScientificvertaisarvioitu

2 Sitaatiot (Scopus)
158 Lataukset (Pure)

Abstrakti

The article addresses a key challenge in the design of content for pervasive displays: how to engage passers-by who have limited time and attention? To achieve this, we apply a novel approach for computational design of interesting display content using tiled layouts. We present a model of display foraging based on information foraging theory to describe the behavior of a rational but time-limited user looking at a display. Accordingly, our work aims to maximize the information gain for tiled displays. This complex problem is divided into two phases: (1) generating designs of tiled layouts and (2) assigning content options to individual tiles based on what predicted by display foraging. Accordingly, a proof-of-concept system was realized then evaluated computationally and empirically with a control study and field study. The results show that the proposed system can engage significantly more people than typical digital signage.
AlkuperäiskieliEnglanti
Sivut45-58
Sivumäärä14
JulkaisuPervasive and Mobile Computing
Vuosikerta55
DOI - pysyväislinkit
TilaJulkaistu - 1 huhtikuuta 2019
OKM-julkaisutyyppiA1 Julkaistu artikkeli, soviteltu

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  • Projektit

    Enabling a User-friendly and Dependable Internet of Things

    Kortoci, P., Palomäki, R., Di Francesco, M., Premsankar, G., Toro Betancur, V., Montoya Freire, M., Bufalino, J., Ranjbaran, S. & Hovsepyan, S.

    01/09/201631/08/2020

    Projekti: Academy of Finland: Other research funding

    COMPUTED: Computational User Interface Design

    Oulasvirta, A., Kim, S., Dayama, N., Shiripour, M., Todi, K., Liao, Y., Koch, J., Nioche, A., Feit, A., Bruckner, L. & Leiva, L.

    27/03/201530/06/2020

    Projekti: EU: ERC grants

    Laitteet

    Science-IT

    Mikko Hakala (Manager)

    Perustieteiden korkeakoulu

    Laitteistot/tilat: Facility

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