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Adapting to the user's time and working memory limitations: New directions of research.
Autor: Jameson, AnthonyHerausgeber:
As interactive computing devices become increasingly
mobile, the user's time limitations and situational distractions
are becoming important determinants of the quality of interaction
with these devices. Automatic adaptation to such situational
constraints is a challenging goal for user modeling
research. This paper first briefly summarizes research in the
first three-year phase of the READY project, in which a prototype
of such a system was developed. It then discusses four new lines
of research that will be pursued in this project during its
second phase: extension to multimodal interaction; allowing for
different degrees of granularity in the modeling of the user;
learning the system's Bayesian networks automatically from
empirical data; and dealing with more complex discourse
structures.
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