Community:SummerOfCode10:Brainstorming: Difference between revisions

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→‎Bugzilla: add Duplicated Bug Detector
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! Duplicated Bug Detector
! Many bugs have been fixed as duplicated and the detection of them depends on memories and search abilities of QA people. Implementing the recommending module for them will increase efficiency for QA people for processing https://developer.mozilla.org/en/Screening_duplicate_bugs
This project implements Anti-Unified Bug(AUBug) for Bugzilla which utilizes the idea of anti-unification of an abstraction of two or more bug reports. The result of the project shows similar bugs by percentage for an original bug analyzed by a hierarchical collection of abstract structures, which identify the commonalities between two or more bug reports and maintain links to the original bug reports.
In order to achieve high accuracy, the AUBug takes three independent levels/parts to identify the similarity based on user given data of 1) stack trace or 2) source code and 3) textual information using Natural Language Processing (NLP).
Comment: Anti-unification techniques are generally used in detection similar code, but we applied it to bug report system. In Mozilla's bugzilla, user-generated bugs including stack trace and source code are rare, but it can be useful in developer-based bug system.
! Louis Gong, Channy Yun
! ?
! Anti-unification techniques are generally used in detection similar code, but we applied it to bug report system. In Mozilla's bugzilla, user-generated bugs including stack trace and source code are rare, but it can be useful in developer-based bug system.
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