A Bayesian Experimental Design Approach Maximizing Information Gain for Human-Computer Interaction

information theory and applications, pp. 12017.

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Abstract:

A new information-theoretic approach based on Bayesian Experimental Design (BED) is applied to human-computer interaction, and in particular to multi-scale navigation. Instead of simply executing user commands, our BIG (Bayesian Information Gain) technique is modeling user behavior and tries to gain information by maximizing the expected ...More

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