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A Debugging Supported Automated Assessment System for Novice ProgrammingFong, Chao-Chun 29 August 2010 (has links)
Novice programmers are difficult to debug on their own because of their lacking
of prior knowledge. If we want to help them, first we need to able to check the
correctness of a novice¡¦s program. And whenever any error is found, we could
provide some suggestion to assist them in debugging.
We use concolic testing algorithm to automatically generate test inputs. The test
inputs generation of the concolic testing is directed by negating path conditions and is
produced by solving path constraints. By using of concolic testing, we are able to
explore as much more branches as we can.
And once we found an error, we will try to locate it for novice programmers. We
propose a new method called concolic debugging. Its idea comes from concolic
testing. The concolic debugging algorithm initiates with a given failed test, and try to
locate the faulty block by negating and backtracking the path conditions of the failed
test.
We use concolic testing to improve assessing style of the automated assessment
system. 86.67% of our sample programs are successfully assessed by concolic testing
algorithm on our new automated assessment system. And we also found our concolic
debugging is much more stable and accuracy on fault localization then
spectrum-based fault localization.
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