DocumentCode
2112913
Title
Automatically mining similar warnings and warning combinations
Author
Dalin Zhang ; Dahai Jin ; Ying Xing ; Hailong Zhang ; Yunzhan Gong
Author_Institution
State Key Lab. of Networking & Switching Technol., Beijing Univ. of Posts & Telecommun., Beijing, China
fYear
2013
fDate
23-25 July 2013
Firstpage
783
Lastpage
788
Abstract
Static analysis tools usually report many warnings. To help with the inspection tasks, we present an approach that uses data mining techniques to work on the results of static analysis of source code to classify similar warnings and warning combinations, and makes the final warning report easier to handle. The underlying algorithms were implemented inside our static analysis tool and used successfully to prioritizing static analysis warnings in large, critical embedded applications.
Keywords
data mining; program diagnostics; source code (software); critical embedded applications; data mining; inspection tasks; similar warnings; source code; static analysis tools; static analysis warnings; warning combinations; Algorithm design and analysis; Classification algorithms; Compounds; Data mining; Databases; Pragmatics; Software; Similar warnings; Traces mining; warning Combinations;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery (FSKD), 2013 10th International Conference on
Conference_Location
Shenyang
Type
conf
DOI
10.1109/FSKD.2013.6816300
Filename
6816300
Link To Document