Programming by demonstration: an inductive learning formulation
IUI '99 Proceedings of the 4th international conference on Intelligent user interfaces
Extending direct manipulation in a text editor
Proceedings of the 20th annual international conference on Computer documentation
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Programming by demonstration (PBD) is a term that describes a wide range of end-user programming techniques that generate code from the user's examples. Most systems that use PBD rely on knowledge of a specific application (domain knowledge) and on ad hoc inferencing techniques to make sense of the user's actions. This paper argues that it is possible and practical to build a PBD system that incorporates domain knowledge without being restricted to a single application and that uses general purpose learning algorithms. A methodology for designing such a system and the author's current work in the area are described.