Smart Visual Interfaces in Data Exploration and Analysis, Stefan Bruckner
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Visualization, the algorithmic transformation of data into easily understandable images, is essential in enabling users to gain insight into complex phenomena by exploiting the extraordinary capability of the human brain to process visual information. However, in most scenarios users need to interact with the visualization in order to take full advantage. Visualization techniques have to be chosen, parameters need to be tuned, and regions of interest have to be specified. Hence, many powerful visualization systems have highly complex user interfaces which can intimidate users and require a substantial amount of training. In this talk, I will discuss recent approaches for developing "smart" visual interfaces which incorporate domain knowledge to provide guided navigation and automation of common tasks in a goal-oriented manner.