Output details
11 - Computer Science and Informatics
University of St Andrews
Output title
Creating Personalized Digital Human Models of Perception for Visual Analytics
Type
E - Conference contribution
Name of conference/published proceedings
User Modeling, Adaption and Personalization 19th International Conference, UMAP 2011, Girona, Spain, July 11-15, 2011. Proceedings
Volume number
6787
Issue number
-
First page of article
25
ISSN of proceedings
0302-9743
Year of publication
2011
URL
-
Number of additional authors
1
Additional information
<20>Presented at the leading international conference on user modeling, adaptation, and personalization (20% acceptance) this is the first paper to introduce a digital model of visual perception for visual analytics. Individual observer models, based on the small but significant differences between individuals' vision systems, allow interfaces to be adapted and personalised. The study employs thousands of individually-modelled eyes to exhaustively study both text and graph layouts, with the accuracy of the models being verified against standard ophthalmology charts. The work has led to the establishment of a workshop at the CHI conference.
Interdisciplinary
-
Cross-referral requested
-
Research group
B - Human-computer Interaction
Citation count
0
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
