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Issue tracking systems are widely used for collecting bug reports. A target of intelligent software engineering is to automate assigning bugs to appropriate developers. Recently, the momentum of artificial intelligence has brought many ...

• Bug-developer correlations are modeled as a bipartite graph.
• Natural language ...

Modern software development involves multiple developers working remotely in a distributed manner around the world. Software bugs are continuously generated for multiple reasons across various modules. It is possible that one software bug can ...$$

Bug triaging is a crucial task in development and maintenance of software projects. In this context, the ability to quickly assign bug reports to specialized technical groups (TG) is essential to save time, reduce costs and gain competitiveness. ...

Recommendation of bugs to appropriate developers about whom we have very less or no information is a challenging problem faced in many open source developers community. In most of the reported works, this bug-triaging problem is handled through popular ...

• A novel back traceable self paced learning algorithm for bug classification.
• ...

One of the areas most in need of improvement in the field of automated bug fixing, localization and triaging systems is that of an effective categorization, as this would bugs to reduce the time, cost and effort required to locate, ...

We automate the process of assigning issue reports to development teams by using data mining approaches and share our experience gained by deploying the resulting system, called IssueTAG, at Softtech. Being a subsidiary of the largest private bank ...

• This work use metrics (priority weighted fixed issues, versatility and breadth index metrics and developer average bug fixing time) to evaluate developer ...

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Existing bug triage approaches for developer recommendation systems are mainly based on machine learning (ML) techniques. These approaches have shown low prediction accuracy and high bug tossing length (BTL).

Despite the great potential to save the labor cost of developers, automated bug triaging as a text classification problem has not been thoroughly investigated on long descriptions, which are informative but often noisy. In this paper an optimized ...

Software crashes are dreaded by both software organisations and end-users. Many software organisations have automatic crash reporting tools embedded in their software systems to help quality-assurance teams track and fix crash-related bugs. Previous ...

Daily large number of bug reports are received in large open and close source bug tracking systems. Dealing with these reports manually utilizes time and resources which leads to delaying the resolution of important bugs. As an important process in ...

Bug report assignment is an integral part of bug triaging process. It aims at assigning a suitable developer for the reported bug. The assigned developer edits the source code in order to resolve the bug. Existing bug assignment techniques use ...

ContextBug fixing is an integral part of software development and maintenance. A large number of bugs often indicate poor software quality, since buggy behavior not only causes failures that may be costly but also has a detrimental effect on the user's ...