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Eye Gaze in Intelligent User Interfaces: Gaze-based Analyses, Models and Applications

✍ Scribed by Yukiko I. Nakano (auth.), Yukiko I. Nakano, Cristina Conati, Thomas Bader (eds.)


Publisher
Springer-Verlag London
Year
2013
Tongue
English
Leaves
209
Edition
1
Category
Library

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✦ Synopsis


Remarkable progress in eye-tracking technologies opened the way to design novel attention-based intelligent user interfaces, and highlighted the importance of better understanding of eye-gaze in human-computer interaction and human-human communication. For instance, a user’s focus of attention is useful in interpreting the user’s intentions, their understanding of the conversation, and their attitude towards the conversation. In human face-to-face communication, eye gaze plays an important role in floor management, grounding, and engagement in conversation.

Eye Gaze in Intelligent User Interfaces draws on ideas from a number of contributors working on how attentional information can be applied to novel intelligent interfaces. Part I focuses on analyzing human eye gaze behaviors to reveal characteristics of human communication and cognition; Part II addresses estimation and prediction of the cognitive state of the users using gaze information; and Part III presents proposals of novel gaze-aware interfaces which integrate eye-trackers as a system component. The contributions highlight a direction for the future of human-computer interaction, and discuss issues in human attentional behaviors and face-to-face communication which are essential in designing gaze aware interactive interfaces.

✦ Table of Contents


Front Matter....Pages I-X
Introduction....Pages 1-5
Front Matter....Pages 7-7
How Eye Gaze Feedback Changes Parent-Child Joint Attention in Shared Storybook Reading?....Pages 9-21
Shared Gaze in Situated Referential Grounding: An Empirical Study....Pages 23-39
Automated Analysis of Mutual Gaze in Human Conversational Pairs....Pages 41-60
Front Matter....Pages 61-61
REGARD: Remote Gaze-Aware Reference Detector....Pages 63-84
Effectiveness of Gaze-Based Engagement Estimation in Conversational Agents....Pages 85-110
A Computational Approach for Prediction of Problem-Solving Behavior Using Support Vector Machines and Eye-Tracking Data....Pages 111-134
Front Matter....Pages 135-135
Gazing the Text for Fun and Profit....Pages 137-160
Natural Gaze Behavior as Input Modality for Human-Computer Interaction....Pages 161-183
Co-present or Not?....Pages 185-203
Back Matter....Pages 205-207

✦ Subjects


User Interfaces and Human Computer Interaction; Computer Appl. in Social and Behavioral Sciences; Computers and Education; Computer Imaging, Vision, Pattern Recognition and Graphics; Multimedia Information Systems


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