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VL
2010
IEEE
216views Visual Languages» more  VL 2010»
8 years 7 months ago
Explanatory Debugging: Supporting End-User Debugging of Machine-Learned Programs
Many machine-learning algorithms learn rules of behavior from individual end users, such as taskoriented desktop organizers and handwriting recognizers. These rules form a “prog...
Todd Kulesza, Simone Stumpf, Margaret M. Burnett, ...
VL
2010
IEEE
160views Visual Languages» more  VL 2010»
8 years 7 months ago
Toward End-User Debugging of Machine-Learned Classifiers
Many machine-learning algorithms learn rules of behavior from individual end users, such as taskoriented desktop organizers and handwriting recognizers. These rules form a generat...
Todd Kulesza
CHI
2008
ACM
8 years 10 months ago
Testing vs. code inspection vs. what else?: male and female end users' debugging strategies
Little is known about the strategies end-user programmers use in debugging their programs, and even less is known about gender differences that may exist in these strategies. With...
Neeraja Subrahmaniyan, Laura Beckwith, Valentina G...
IUI
2009
ACM
9 years 6 months ago
Fixing the program my computer learned: barriers for end users, challenges for the machine
The results of a machine learning from user behavior can be thought of as a program, and like all programs, it may need to be debugged. Providing ways for the user to debug it mat...
Todd Kulesza, Weng-Keen Wong, Simone Stumpf, Steph...
VL
2006
IEEE
104views Visual Languages» more  VL 2006»
9 years 3 months ago
Pair Collaboration in End-User Debugging
The problem of dependability in end-user programming is an emerging area of interest. Pair collaboration in end-user software development may offer a way for end users to debug th...
Thippaya Chintakovid, Susan Wiedenbeck, Margaret M...
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