[PDF] Top 20 A Novel Approach for Bug Triaging with Specialized Topic Model

... diminishing bug reports yet those precision from claiming bug triage might a chance to be ...the bug information and the precision could make ...lessen bug reports and ...chronicled bug ... See full document

... complex model achieves an accuracy of ...of triaging? At Ericsson, even the highest accuracy of 79% was too low to be used in ...this approach because it still requires manual interven- ...the ... See full document

... Effective bug triaging can be divided into two subgoals: (1) assigning a bug for the first time to a matching potential de- veloper, and (2) reassigning it to another promising developer if the first ... See full document

... an approach to automatically assign bug reports to developers with the appropriate ...Our approach used term selection methods to choose the most discriminating terms to describe bug ... See full document

... contributed bug reports in large-scale projects with millions of users, a number of different approaches for supporting bug triaging processes based on an automatic classification of bug ... See full document

... Approach. Based on the approach of Shihab et al. [2], we extract 19 attributes from commit logs and bug repositories along the four dimensions shown in Table 3.3 to Table 3.6. We choose several ... See full document

... there should be more words in the background than in the other distributions, so the mass is ex- pected to be shared on a larger number of words. Unlike for the word distributions, mixing prob- abilities are drawn from a ... See full document

... CONCLUSION Bug localization can profoundly reduce the time and effort required to maintain the ...various approach that can be applied to bug ...any bug localization methodology needs a very ... See full document

... a novel feature extraction method to effectively detect "smart" spammers who post seemingly legitimate tweets and are thus dif- ficult to identify by existing spammer classification ...LDA model, we obtain ... See full document

... suitable novel specialized ...this novel concept of specialized vessels shall be taken into account at the early design ...a model for new specialized vessels, built on both ... See full document

... And bug report means a user level description about a bug, which is affected on the computer ...A bug report mainly having a bug id, summery about a bug and a detailed description about ... See full document

... Network and Naive Bayes. Those models are less precise than Bugzie since they cannot handle co-occurrent technical terms, and suffer other limitations as in ML approaches (Section 5.6). To improve ranking, they utilize ... See full document

... KEYWORDS: Bug Triage; Data Reduction; Bug Repositories; Prediction for Reduction Order; Feature Selection;Instance Selection; Word Dimension; Bug ...as bug reports or fault reports. The main ... See full document

... a bug fixing patches or ...differentiating bug fixing patches from other commits, as more commits with logs containing the root word and its variants can potentially be identified and associated together ... See full document

... Abstract—Bug triaging assigns a bug report, which is also known as a work item, an issue, a task or simply a bug, to the most appropriate software developer for fixing or implementing ... See full document

... a bug is defined as a measure of how much the bug affects the functionality of a software system [LDSV11, ...a bug stops the main functionality of the software system ...in bug reports to ... See full document

... Automatic Bug Assignment Using Information Extraction Methods Authors:-Ramin Shokripour, Zarinah ...and triaging these bugs is an important issue in software ...the bug triaging process, ... See full document

... Dynamic Topic Modeling (DTM), a class of generative models in which the per document topic distribution and per topic word distributions are generated from the same distributions in a previous time ... See full document

... bed bug problem at an affordable housing complex, enhancing the ‘quality of life’ of residents while making a positive difference in your ...bed bug remediation and prevention program that can serve as a ... See full document

... intruder topic for the control was generated by ran- domly selecting 10 words from the corpus vocabu- ...intruder topic for the con- trol document–topic item over 60% of time (across all HITs they ... See full document