Jiun-Hung Chen

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Publications by Jiun-Hung Chen (bibliography)

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Chen, Jiun-Hung and Weld, Daniel S. (2008): Recovering from errors during programming by demonstration. In: Proceedings of the 2008 International Conference on Intelligent User Interfaces 2008. pp. 159-168. Available online

Many end-users wish to customize their applications, automating common tasks and routines. Unfortunately, this automation is difficult today -- users must choose between brittle macros and complex scripting languages. Programming by demonstration (PBD) offers a middle ground, allowing users to demonstrate a procedure multiple times and generalizing the requisite behavior with machine learning. Unfortunately, many PBD systems are almost as brittle as macro recorders, offering few ways for a user to control the learning process or correct the demonstrations used as training examples. This paper presents CHINLE, a system which automatically constructs PBD systems for applications based on their interface specification. The resulting PBD systems have novel interaction and visualization methods, which allow the user to easily monitor and guide the learning process, facilitating error recovery during training. CHINLE-constructed PBD systems learn procedures with conditionals and perform partial learning if the procedure is too complex to learn completely.

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Changes to this page (author)

17 Feb 2010: Enabled abstracts to be shown on Jiun-Hung Chen's author page.
08 Apr 2009: Author was added to the bibliography

Publication statistics

Publication period:2008-2008
Publication count:1
Number of co-authors:1



Productive colleagues

Jiun-Hung Chen's 3 most productive colleagues in number of publications:

Daniel S. Weld:27


Collaboration count

Number of publications with 3 favourite co-authors:

Daniel S. Weld:1

 

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Mar 21

Software design is the act of determining the user's experience with a piece of software. It has nothing to do with how the code works inside, or how big or small the code is. The designer's task is to specify completely and unambiguously the user's whole experience.

-- David Liddle, From Bringing Design to Software, edited by Terry Winograd, 1996

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