Artykuł w czasopiśmie
Brak miniatury
Licencja
CC-BYCC-BY - Uznanie autorstwa
 

Tracking buggy files : new efficient adaptive bug localization algorithm.

Uproszczony widok
dc.abstract.enUpon receiving a new bug report, developers need to find its cause in the source code. Bug localization can be helped by a tool that ranks all source files according to how likely they include the bug. This problem was thoroughly examined by numerous scientists. We introduce a novel adaptive bug localization algorithm. The concept behind it is based on new feature weighting approaches and an adaptive selection algorithm utilizing pointwise learn–to–rank method. The algorithm is evaluated on publicly available datasets, and is competitive in terms of accuracy and required computational resources compared to state–of–the–art. Additionally, to improve reproducibility we provide extended datasets that include computed features and partial steps, and we also provide the source code.
dc.affiliationUniwersytet Warszawski
dc.contributor.authorFejzer, Mikolaj Marek
dc.contributor.authorNarebski, Jakub
dc.contributor.authorStencel, Krzysztof
dc.contributor.authorPrzymus, Piotr
dc.date.accessioned2024-01-26T11:04:35Z
dc.date.available2024-01-26T11:04:35Z
dc.date.copyright2021-04-08
dc.date.issued2022
dc.description.accesstimeAT_PUBLICATION
dc.description.financePublikacja bezkosztowa
dc.description.versionFINAL_PUBLISHED
dc.identifier.doi10.1109/TSE.2021.3064447
dc.identifier.issn0098-5589
dc.identifier.urihttps://repozytorium.uw.edu.pl//handle/item/123631
dc.identifier.weblinkhttps://www.computer.org/csdl/journal/ts/5555/01/09372820/1rNPkAAQDfy
dc.languageeng
dc.pbn.affiliationcomputer and information sciences
dc.relation.ispartofIEEE Transactions on Software Engineering
dc.relation.pages2557 - 2569
dc.rightsCC-BY
dc.sciencecloudnosend
dc.titleTracking buggy files : new efficient adaptive bug localization algorithm.
dc.typeJournalArticle
dspace.entity.typePublication