AutoSelect: What you want is what you get: Real-time processing of visual attention and affect

Nikolaus Bee, Helmut Prendinger, Arturo Nakasone, Elisabeth André, Mitsuru Ishizuka

研究成果: Conference contribution

35 被引用数 (Scopus)

抄録

While objects of our focus of attention ("where we are looking at") and accompanying affective responses to those objects is part of our daily experience, little research exists on investigating the relation between attention and positive affective evaluation. The purpose of our research is to process users' emotion and attention in real-time, with the goal of designing systems that may recognize a user's affective response to a particular visually presented stimulus in the presence of other stimuli, and respond accordingly. In this paper, we introduce the AutoSelect system that automatically detects a user's preference based on eye movement data and physiological signals in a two-alternative forced choice task. In an exploratory study involving the selection of neckties, the system could correctly classify subjects' choice of in 81%. In this instance of AutoSelect, the gaze 'cascade effect' played a dominant role, whereas pupil size could not be shown as a reliable predictor of preference.

本文言語English
ホスト出版物のタイトルLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
ページ40-52
ページ数13
4021 LNAI
DOI
出版ステータスPublished - 2006
外部発表はい
イベントInternational Tutorial and Research Workshop on Perception and Interactive Technologies, PIT 2006 - Kloster Irsee
継続期間: 2006 6 192006 6 21

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
4021 LNAI
ISSN(印刷版)03029743
ISSN(電子版)16113349

Other

OtherInternational Tutorial and Research Workshop on Perception and Interactive Technologies, PIT 2006
CityKloster Irsee
Period06/6/1906/6/21

ASJC Scopus subject areas

  • Computer Science(all)
  • Biochemistry, Genetics and Molecular Biology(all)
  • Theoretical Computer Science

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