PUBLICATIONS
Journal Publications
| Evaluating the impact of user characteristics and different layouts on an interactive visualization for decision making. Conati, C., Carenini, G., Hoque, E., Steichen, B., Toker, D. Computer Graphics Forum (EuroVis 2014), Swansea, Wales, UK, June 2014, p 371-380. [PDF] |
Peer Reviewed Conference Papers
| User-adaptive Support for Processing Magazine Style Narrative Visualizations: Identifying User Characteristics that Matter. Toker, D. Conati, C., Carenini, G. Proceedings of the ACM SIGCHI Conference on Intelligent User Interfaces (IUI 2018), Tokyo, Japan, 2018, p 199-204. [PDF] |
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| Further Results on Predicting Cognitive Abilities for Adaptive Visualizations. Conati, C., Lallé, S., Rahman, Ma. A., Toker, D. Proceedings of the 26th International Joint Conferences on Artificial Intelligence (IJCAI 2017), Melbourne, Australia, 2017, p 1568-1574. [PDF] |
| Pupillometry and Head Distance to the Screen to Predict Skill Acquisition during Information Visualization Tasks. Toker, D., Lallé, S., Conati, C. Proceedings of the ACM SIGCHI Conference on Intellignet User Interfaces (IUI 2017), Limassol, Cyprus, 2017, p 221-231. [PDF] |
| Modeling Motivation in a Social Network Game Using Player-Centric Traits and Personality Traits. Birk, M., Toker, D., Mandryk, R., Conati, C. Proceedings of UMAP 2015, the 23rd International Conference on User Modeling, Adaptation, and Personalization (UMAP 2015), Dublin, Ireland, 2015, p 18-30. [PDF] |
| Prediction of Users’ Learning Curves for Adaptation while Using an Information Visualization. Lallé, S., Toker, D., Conati, C., Carenini, G. Proceedings of the ACM SIGCHI Conference on Intelligent User Interfaces (IUI 2015), Atlanta, GA, March 2015, p 357-368. [PDF] |
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| Towards User-Adaptive Information Visualization. Conati, C., Carenini, G., Toker, D., Lallé, S. Proceedings of AAAI 2015, 29th AAAI Conference on Artificial Intelligence (AAAI 2015), Senior Track, Austin, United States, 2015, p 4100-4106. [PDF] |
| Eye tracking to understand user differences in visualization processing with highlighting interventions. Toker, D., Conati, C. Proceedings of UMAP 2014, the 22nd International Conference on User Modeling, Adaptation, and Personalization (UMAP 2014), Aalborg, Denmark, July 2014, p 219-230. [PDF] |
| Te,Te,Hi,Hi: Eye Gaze Sequence Analysis for Informing User-Adaptive Information Visualizations. Steichen B., Wu M., Toker D., Conati C., Carenini G. Proceedings of UMAP 2014, the 22nd International Conference on User Modeling, Adaptation, and Personalization (UMAP 2014), Aalborg, Denmark, July 2014, p 183-194. [PDF] - SPRINGER BEST PAPER AWARD! |
| Predicting Player Type in Social Network Games. Toker D., Steichen B., Birk M. Extended proceedings of the international conference on User Modeling, Adaptation, and Personalization (UMAP 2014), CEUR Workshop Proceedings, ISSN 1613-0073, Vol-1181, Aalborg, Denmark, July 2014. [PDF] |
| Highlighting Interventions and User Differences: Informing Adaptive Information Visualization Support. Carenini, G., Conati, C., Hoque, E., Steichen, B., Toker, D., Enns J. Proc. of the ACM SIGCHI Conference on Human Factors in Computing Systems (CHI 2014), Toronto, Canada, 2014, p 1835-1844. [PDF] |
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| Towards Facilitating User Skill Acquisition - Identifying
Untrained Visualization Users through Eye Tracking. Toker, D., Steichen, B., Gingerich, M., Conati, C., Carenini, G. Proc. of the ACM SIGCHI Conference on Intelligent User Interfaces (IUI 2014), Haifa, Israel, 2014, p 105-114. [PDF] Runner up for Best Paper Award. |
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| Individual User Characteristics and Information Visualization: Connecting the Dots through Eye Tracking. Toker, D., Conati, C., Steichen, B., Carenini, G. Proc. of the ACM SIGCHI Conference on Human Factors in Computing Systems (CHI 2013), Paris, France, 2013, p 295-304. [PDF] |
| It's Alive! Exploring the Design Space of a Gesturing Phone. Dawson J., Schneider O., Ferstay J., Toker D., Link J., Haddad S., MacLean K. Proceedings of Graphics Interface (GI 2013), Regina, Canada, 2013. [PDF] |
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| Towards Adaptive Information Visualization: On the Influence of User Characteristics. Toker, D., Conati, C., Carenini, G., Haraty, M. Proceedings of the 20th International Conference on User Modeling, Adaptation, and Personalization (UMAP 2012), Montreal, Canada, 2012, p 274-284.[PDF] |
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Workshop & Other Publications
| Leveraging Pupil Dilation Measures for Understanding Users’ Cognitive Load During Visualization Processing. Toker, D., Conati, C. HAAPIE Workshop, Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization (UMAP 2017)., Bratislava, Slovakia, July 2017. [PDF] |
| Towards User-Adaptive Visualization. Conati, C., Carenini, G., Toker, D., Lallé, S. Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence - Senior Track (AAAI 2015), Austin, United States, January 2015. [PDF] |
| When to Adapt: Detecting User’s Confusion During Visualization Processing. Conati, C., Hoque, E., Toker, D., Steichen, B. Proc. of the 1st International Workshop on User-Adaptive Information Visualization (WUAV 2013), in conjunction with the 21st conference on User Modeling, Adaptation and Personalization (UMAP 2013), Rome, Italy, June 2013. [PDF] |
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Poster Presentations
| Predicting Player Type in Social Network Games. Toker D., Steichen, B., Birk M. Poster at the 22nd International Conference on User Modeling, Adaptation, and Personalization (UMAP 2014), Aalborg, Denmark, July 2014. [PDF] |
| Summative overview of the ATUAV project: Advanced Tools for User-Adaptive Information Visualization. Toker, D. Poster at the Graphics, Animation and New Media (GRAND 2014) Conference, Ottawa, Canada, May 2014. [PDF] |
| User-Adaptive Interventions for Information Visualization, Individual Differences. Toker, D. Poster at the Graphics, Animation and New Media (GRAND 2013) Conference, Toronto, Canada, May 2013. [PDF] |
Master's Thesis
| The Impact of Individual Differences of Visualization Effectiveness and Gaze Behaviour: Informing the Design of User Adaptive Interventions. Toker, D. Master's Thesis, University of British Columbia, Vancouver, Canada, 2013. [PDF] |