[PDF] Top 20 Automatic Summarization of Bug Reports and Bug Triage classification

Automatic Summarization of Bug Reports and Bug Triage classification

... the bug triage which is very expensive and even takes long span of ...uses bug repositories and this repositories consist of bug data which helps developers to handle bug updates ... See full document

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Automatic Summarization of Bug Reports and Bug Triage classification

... a bug tracking system, different testers or users may submit multiple reports on the same bugs, referred to as duplicates, which may cost extra maintenance efforts in triaging and fixing ...two bug ... See full document

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SUMMARIZATION OF BUG REPORTS USING FEATURE EXTRACTION

... for automatic summarization has increased to a large ...in summarization, by including the more traditional efforts in sentence ...extraction. Automatic text summarization is based on ... See full document

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A Technique to Reduce Bug Data for Effective Bug Triage

... software bug is bug triage which correctly assign a developer to a new coming bug in software development and maintenance ...manual bug triage text classification ... See full document

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Data Reduction and Effective Bug Triage in Software

... is bug triage, which aims to correctly assign a developer to a new ...text classification techniques are applied to conduct automatic bug ...for bug triage, ...the ... See full document

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Implementation of Efficient Approach for Bug Triage System with Data Classification Technique

... the Bug Triage System, which fixes the bug and assigns the reported bug to a developer automatically so that it decreases the time and cost in manual ...the bug dimension and the word ... See full document

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Bug Triage of the Software Data to Reduce the Bugs in the Application Software

... is bug triage, which aims to correctly assign a developer to a new ...text classification techniques are applied to conduct automatic bug ...for bug triage, ...the ... See full document

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Automatic Bug Triaging System using Prediction Algorithm on Rating Basis

... Efficient bug triaging systems are an essential precondition for effective synergistic programming designing ...legitimate bug reports which an) allude to a genuine programming bug, b) are not ... See full document

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Learning from evolving data streams: online triage of bug reports

... SVM Minibatch This model uses the mul- ticlass linear Support Vector Machine model (Crammer and Singer 2002) as implemented in SVM Light (Joachims 1999). SVM is known as a state-of-the-art batch model in ... See full document

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Improving Bug Triage Based On Predictive Model

... with bug report day by day. An necessary step of fixing the bugs is bug triage, which aims to properly assign the programmer for a new ...text classification and binary classification ... See full document

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Improved Approach for Predicting the Bug Triage Using Data Reduction Methods

... low-quality bug data in bug repositories block the techniques of automatic bug triage ...software bug data are a kind of free-form text data (generated by developers), it is ... See full document

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Automatic Bug Triage using Data Reduction & Domain Specific Bug Classification

... a bug report is shown and all the details that are necessary are entered and the bug report is filed ...the bug report. If users reject it, then the bug is automatically assigned to the next ... See full document

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Efficient Approach of Data Reduction Techniques for Bug Triaging System

... Bug triage is a vital step of software maintenance to save labor cost and time ...manual bug triage we used automatic bug triage approach that appropriately assigns a ... See full document

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Survey on: An Effective and Accurate Bug Triage System with Software Data Reduction Techniques

... fixing bug is bug triage or bug ...new bug. Triaging these incoming reports manually is error-prone and time ...of bug triaging,present an automatic approach to ... See full document

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An Automated Approach for Mapping Bug Reports to Source Code and Bug Triaging

... automated bug system which can be effectively used in the software ...the bug and it will be automatically assigned to the correct developer who has developed the ...the bug report and source code ... See full document

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Learning to Rank Relevant Files for Bug Reports Using Domain knowledge, Replication and Extension of a Learning-to-Rank Approach

... of bug reports day by day, and addressing them requires much time and ...a bug report and then he/she must replicate the defect and perform several reviews of the source code to find the root of the ... See full document

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Bug Tracking and Prediction

... the bug categories using the taxonomic terms, that are predefined for various categories is carried out next (Mapping Clusters to ...entire bug categories are pre-identified and cluster label terms found in ... See full document

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Survey on Types of Bug Reports and General Classification Techniques in Data Mining

... based classification techniques namely Decision tree, PART, RIPPER and RIDOR based on tuple-id propagation ...foreign-keys, classification accuracy and runtime Ritika & Aman Paul [13] examine different ... See full document

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Augmenting bug localization with part of speech and invocation

... The most important part of module 2 is the invocation corpus which is automatically produced in advance by programs based on API of Call Hierarchy in Eclipse. The structure of the invocation corpus of a project is ... See full document

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Diversify Are Queries Over Xml Data Words

... quality bug data in software development and ...in bug triage to explore how to prepare a highquality bug data set and tackle a domain-specific software ...of bug data sets and the ... See full document

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