Add to ORKGGraduation date: 2010The 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 matters because without the ability to fix errors, users may find that the learned program’s errors are too damaging for them to be able to trust such programs. We present a new approach to enable end users to debug a learned program. We then use an early prototype of our approach to conduct a formative study to determine where and when debugging issues arise, both in general and also separately for males and females. The results suggest opportunities to make machine-learned programs more effective tools
Despite decades of research into how professional programmers debug, only recently has work emerged ...
This study demonstrates that formal training in debugging helps students develop skills in diagnosin...
Although there have been decades of research into how professional programmers debug, only recently ...
Many applications include machine learning algorithms intended to learn “programs ” (rules of behavi...
The results of a machine learning from user behavior can be thought of as a program, and like all pr...
Many machine-learning algorithms learn rules of behavior from individual end users, such as task-ori...
Many machine-learning algorithms learn rules of behavior from individual end users, such as task-ori...
How can end users efficiently influence the predictions that machine learning systems make on their ...
Graduation date: 1988Debugging, the process of locating and correcting errors in a computer\ud progr...
ABSTRACT How can end users efficiently influence the predictions that machine learning systems make ...
This paper reviews the literature related to the learning and teaching of debugging computer program...
Graduation date: 2015How can end users efficiently influence the predictions that machine learning s...
This study reported the research ®ndings on improving programming skills of novice programmers by wa...
Novice programmers often encounter difficulties performing debugging tasks effectively. Even if mode...
Although there have been decades of research into how professional programmers debug, only recently ...
Despite decades of research into how professional programmers debug, only recently has work emerged ...
This study demonstrates that formal training in debugging helps students develop skills in diagnosin...
Although there have been decades of research into how professional programmers debug, only recently ...
Many applications include machine learning algorithms intended to learn “programs ” (rules of behavi...
The results of a machine learning from user behavior can be thought of as a program, and like all pr...
Many machine-learning algorithms learn rules of behavior from individual end users, such as task-ori...
Many machine-learning algorithms learn rules of behavior from individual end users, such as task-ori...
How can end users efficiently influence the predictions that machine learning systems make on their ...
Graduation date: 1988Debugging, the process of locating and correcting errors in a computer\ud progr...
ABSTRACT How can end users efficiently influence the predictions that machine learning systems make ...
This paper reviews the literature related to the learning and teaching of debugging computer program...
Graduation date: 2015How can end users efficiently influence the predictions that machine learning s...
This study reported the research ®ndings on improving programming skills of novice programmers by wa...
Novice programmers often encounter difficulties performing debugging tasks effectively. Even if mode...
Although there have been decades of research into how professional programmers debug, only recently ...
Despite decades of research into how professional programmers debug, only recently has work emerged ...
This study demonstrates that formal training in debugging helps students develop skills in diagnosin...
Although there have been decades of research into how professional programmers debug, only recently ...