Paper Info
Title
AutoSelect: What You Want Is What You Get: Real-Time Processing of Visual Attention and Affect
Abstract
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.
Year
DOI
Venue
2006
10.1007/11768029_5
PIT
Keywords
Field
DocType
dominant role,affective response,choice task,physiological signal,visual attention,eye movement data,autoselect system,daily experience,positive affective evaluation,exploratory study,real-time processing,cascade effect,positive affect,real time processing,real time
Gaze,Computer science,Two-alternative forced choice,Cognitive psychology,Eye movement,Stimulus (physiology),Affect (psychology),User interface,Exploratory research,Perception,Distributed computing
Conference
Volume
ISSN
ISBN
4021
0302-9743
3-540-34743-7
Citations 
PageRank 
References 
20
1.66
6
Authors
5
Name
Order
Citations
PageRank
Nikolaus Bee132924.77
Helmut Prendinger21600140.67
Arturo Nakasone310914.09
Elisabeth André43634433.65
Mitsuru Ishizuka53232303.83