Investigating the utility of eye-tracking information on affect and reasoning for user modeling

Kasia Muldner; Robert Christopherson; Robert Atkinson; Winslow Burleson

doi:10.1007/978-3-642-02247-0_15

Investigating the utility of eye-tracking information on affect and reasoning for user modeling

Kasia Muldner, Robert Christopherson, Robert Atkinson, Winslow Burleson

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

32 Scopus citations

Abstract

We investigate the utility of an eye tracker for providing information on users' affect and reasoning. To do so, we conducted a user study, results from which show that users' pupillary responses differ significantly between positive and negative affective states. As far as reasoning is concerned, while our analysis shows that larger pupil size is associated with more constructive reasoning events, it also suggests that to disambiguate between different kinds of reasoning, additional information may be needed. Our results show that pupillary response is a promising non-invasive avenue for increasing user model bandwidth.

Original language	English (US)
Title of host publication	User Modeling, Adaptation, and Personalization - 17th International Conference, UMAP 2009 formerly UM and AH, Proceedings
Pages	138-149
Number of pages	12
DOIs	https://doi.org/10.1007/978-3-642-02247-0_15
State	Published - 2009
Event	17th International Conference on User Modeling, Adaptation, and Personalization, UMAP 2009 - Trento, Italy Duration: Jun 22 2009 → Jun 26 2009

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	5535 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	17th International Conference on User Modeling, Adaptation, and Personalization, UMAP 2009
Country/Territory	Italy
City	Trento
Period	6/22/09 → 6/26/09

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/978-3-642-02247-0_15

Cite this

Muldner, K., Christopherson, R., Atkinson, R., & Burleson, W. (2009). Investigating the utility of eye-tracking information on affect and reasoning for user modeling. In User Modeling, Adaptation, and Personalization - 17th International Conference, UMAP 2009 formerly UM and AH, Proceedings (pp. 138-149). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5535 LNCS). https://doi.org/10.1007/978-3-642-02247-0_15

Investigating the utility of eye-tracking information on affect and reasoning for user modeling. / Muldner, Kasia; Christopherson, Robert; Atkinson, Robert et al.
User Modeling, Adaptation, and Personalization - 17th International Conference, UMAP 2009 formerly UM and AH, Proceedings. 2009. p. 138-149 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5535 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Muldner, K, Christopherson, R, Atkinson, R & Burleson, W 2009, Investigating the utility of eye-tracking information on affect and reasoning for user modeling. in User Modeling, Adaptation, and Personalization - 17th International Conference, UMAP 2009 formerly UM and AH, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 5535 LNCS, pp. 138-149, 17th International Conference on User Modeling, Adaptation, and Personalization, UMAP 2009, Trento, Italy, 6/22/09. https://doi.org/10.1007/978-3-642-02247-0_15

Muldner K, Christopherson R, Atkinson R, Burleson W. Investigating the utility of eye-tracking information on affect and reasoning for user modeling. In User Modeling, Adaptation, and Personalization - 17th International Conference, UMAP 2009 formerly UM and AH, Proceedings. 2009. p. 138-149. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-642-02247-0_15

Muldner, Kasia ; Christopherson, Robert ; Atkinson, Robert et al. / Investigating the utility of eye-tracking information on affect and reasoning for user modeling. User Modeling, Adaptation, and Personalization - 17th International Conference, UMAP 2009 formerly UM and AH, Proceedings. 2009. pp. 138-149 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Investigating the utility of eye-tracking information on affect and reasoning for user modeling

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