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- W3093393391 abstract "Visualization designs typically need to be evaluated with user studies, because their suitability for a particular task is hard to predict. What the field of visualization is currently lacking are theories and models that can be used to explain why certain designs work and others do not. This paper outlines a general framework for modeling visualization processes that can serve as the first step towards such a theory. It surveys related research in mathematical and computational psychology and argues for the use of dynamic Bayesian networks to describe these time-dependent, probabilistic processes. It is discussed how these models could be used to aid in design evaluation. The development of concrete models will be a long process. Thus, the paper outlines a research program sketching how to develop prototypes and their extensions from existing models, controlled experiments, and observational studies." @default.
- W3093393391 created "2020-10-22" @default.
- W3093393391 creator A5040165209 @default.
- W3093393391 date "2021-02-01" @default.
- W3093393391 modified "2023-09-27" @default.
- W3093393391 title "Towards Modeling Visualization Processes as Dynamic Bayesian Networks" @default.
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