A New Type of Intelligence for Intelligent User Interfaces

摘要

This talk describes on-going work towards intelligent user interfaces that better understand users and can better adapt to them. I discuss a type of machine intelligence where causal, predictive models of human-computer interaction are used with probabilistic inference and optimization. Several examples are presented from graphical user interfaces to the web. Intelligent user interfaces; Machine intelligence; Computational modelling; Probabilistic inference; Combinatorial optimization