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Foraging-based optimization of pervasive displays

Research output: Contribution to journalJournal articlepeer-review

Published
  • M.L. Montoya Freire
  • D. Potts
  • N.R. Dayama
  • A. Oulasvirta
  • M. Di Francesco
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<mark>Journal publication date</mark>1/04/2019
<mark>Journal</mark>Pervasive and Mobile Computing
Volume55
Number of pages14
Pages (from-to)45-58
Publication StatusPublished
Early online date2/03/19
<mark>Original language</mark>English

Abstract

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.