Learning Task Models for Collagen

Andrew Garland, Neal Lesh, Charles Rich, and Candace L. Sidner

For an application-independent collaborative tool, a key step is to develop a detailed task model for a particular domain. This is a time consuming and difficult task, and seems to require a fairly advanced knowledge of AI representations for plans, goals, and recipes. This paper discusses some preliminary ideas for making it easier to construct and evolve task models, either through interaction with a human domain expert, through machine learning, or in a mixed-initiative system.

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