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The bug report duplication problem: an exploratory study
2011
Software quality journal
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In order to understand the possible factors that cause bug report duplication and its impact on software development, this paper presents an exploratory study in which bug tracking data from private and ...
Duplicate bug report entries in bug trackers have a negative impact on software maintenance and evolution. ...
Conclusion In this paper, we discussed the bug report duplication problem, in an exploratory study about the factors that may have impact on it. ...
doi:10.1007/s11219-011-9164-5
fatcat:olnt4hrtpndx5ipx3fxw73mcpi
The Performance of Fuzzy Logic How to Fixed The Risk Level of Bug System as Hard-working Quality Software
2019
Jurnal Sistem Cerdas
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One of the issue was having today is a bug processing where it almost all platforms too difficult to avoid from the bugs and even might be full of the risks. ...
In the main of Our focus is on how to measure and attempt to reduce the number were indicated as bugs from low up to critical levels. ...
The final results of the study are quite significant even though there is still a chance for the risk of duplicating the reported bugs. ...
doi:10.37396/jsc.v2i2.37
fatcat:xlnvbzpqmjainpcbc7dkv53hi4
Improving Detection Performance of Duplicate Bug Reports Using Extended Centroid Features
IJARCCE - Computer and Communication Engineering
2014
IJARCCE
IJARCCE - Computer and Communication Engineering
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According to recent work, detection on duplicate bug reports has received much attention. One of the reasons is that duplicate bug reports may consume time of bug triagers and software developers. ...
In this paper, we propose a method to improve centroid characteristics by adjusting centroids with better initial values than based on Class-Feature-Centroid (CFC) [12] . ...
If an RC has more than one bug report, the bug reports in the RC have the duplicate relationships. ...
doi:10.17148/ijarcce.2014.31038
fatcat:cn5j3oy3krdmblwr5iif566nlm
Improved Duplicate Bug Report Identification
2012
2012 16th European Conference on Software Maintenance and Reengineering
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Recently, there have been a number of studies that investigate duplicate bug report problem which in effect answer the following question: given a new bug report, retrieve k other similar bug reports. ...
This process however is uncoordinated and distributed, which means that many users could submit bug reports reporting the same problem. These are referred to as duplicate bug reports. ...
We refer to this as report classification problem as the task is to assign one out of the two labels, i.e. duplicate or not, to bug reports. ...
doi:10.1109/csmr.2012.48
dblp:conf/csmr/TianSL12
fatcat:56ab4wfnfrbfrktlcgewllg7je
A Study of Information Retrieval Approaches in Duplicate Bug Detection
2016
Indian Journal of Science and Technology
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Findings: Information Retrieval Approaches provide an efficient way of detecting duplicate bug reports. ...
The result of our study states that Recall and precision are the two important aspects of performance analysis of duplicate bug detection methods. ...
Data Preprocessing: The initial step towards Automated Duplicate Bug Detection is to preprocess the bug reports using Natural Language Processing Techniques. ...
doi:10.17485/ijst/2016/v9i43/104386
fatcat:dq7l5afkjnfipcl6b5dsemfdre
New features for duplicate bug detection
2014
Proceedings of the 11th Working Conference on Mining Software Repositories - MSR 2014
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Previous work by Alipour et al. has shown that the textual, categorical, and contextual information of an issue report are effective measures in duplicate bug report detection. ...
We demonstrate that the proposed metrics show a significant improvement over previous work, and conclude that the simple metrics we propose should be considered in future studies on bug report deduplication ...
The effectiveness and simplicity of the metrics proposed in this study make them good candidates for futures studies on duplicate bug reports. ...
doi:10.1145/2597073.2597090
dblp:conf/msr/KleinCK14
fatcat:nh4i43fko5auhdj67balorfhl4
Towards more accurate retrieval of duplicate bug reports
2011
2011 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011)
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In 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 bugs. ...
In order to identify such duplicates accurately, in this paper we propose a retrieval function (REP) to measure the similarity between two bug reports. ...
ACKNOWLEDGMENT We are grateful to the reviewers for their valuable comments. This work is partially supported by a research grant R-252-000-403-112. ...
doi:10.1109/ase.2011.6100061
dblp:conf/kbse/SunLKJ11
fatcat:bn5phh6g25cqrae4s7fabcnnb4
A discriminative model approach for accurate duplicate bug report retrieval
2010
Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - ICSE '10
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To address the problem with duplicate bug reports, a person called a triager needs to manually label these bug reports as duplicates, and link them to their "master" reports for subsequent maintenance ...
In this paper, we leverage recent advances on using discriminative models for information retrieval to detect duplicate bug reports more accurately. ...
Similar to the above three studies, we address the problem of retrieving similar bug reports from repositories for duplicate bug report identification. ...
doi:10.1145/1806799.1806811
dblp:conf/icse/SunLWJK10
fatcat:aofixwg26zhd3i2v255jwq5fo4
Understanding Expressions of Unwanted Behaviors in Open Bug Reporting
2010
2010 IEEE Symposium on Visual Languages and Human-Centric Computing
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We created a classification of seven common expectation violations cited by endusers in bug report descriptions and applied it to 1,000 bug reports from the Mozilla project. ...
We found a correlation between a reporter's expression of which expectation was being violated and whether or not the bug would eventually be fixed. ...
Acknowledgements This material is based in part upon work supported by the National Science Foundation under Grant Number CCF-0952733 and a doctoral fellowship by the Social Sciences and Humanities Research ...
doi:10.1109/vlhcc.2010.35
dblp:conf/vl/ChilanaKW10
fatcat:prchzbtgorfy5f3n7ituje3q6a
DupFinder
2014
Proceedings of the 29th ACM/IEEE international conference on Automated software engineering - ASE '14
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provides developers with a list of potential duplicate bug reports based on the similarity of these reports with the new bug report. ...
Bug reporting is inherently an uncoordinated distributed process though and thus when a user submits a new bug report, there might be cases when another bug report describing exactly the same problem is ...
Each of the above studies have been evaluated on a large number of bug reports and shown to be effective. ...
doi:10.1145/2642937.2648627
dblp:conf/kbse/ThungKL14
fatcat:4upk44e4azgi7isj4kem6ybf5e
A survey on bug-report analysis
2015
Science China Information Sciences
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To review the work on bug-report analysis, this paper presents an exhaustive survey on the existing work on bug-report analysis. ...
In particular, this paper first presents some background for bug reports and gives a small empirical study on the bug reports on Bugzilla to motivate the necessity for work on bug-report analysis. ...
reports, and the work of the third category is mainly empirical studies on bug-report duplication. ...
doi:10.1007/s11432-014-5241-2
fatcat:nkopbdht6nbjrbmniorrnovc2m
How power users help and hinder open bug reporting
2010
Proceedings of the 28th international conference on Human factors in computing systems - CHI '10
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To investigate these questions, we analyzed the reports of Mozilla contributors who reported problems but were never assigned problems to fix. ...
These results suggest that the primary value of open bug reporting is in recruiting talented reporters, and not in deriving value from the masses. ...
ACKNOWLEDGEMENTS We thank Alex Faaborg of the Mozilla Corporation for his insights on Mozilla bug resolution. ...
doi:10.1145/1753326.1753576
dblp:conf/chi/KoC10
fatcat:ejetmew5dvftfnajakoo4dz55e
An Empirical Study of the Effects of Expert Knowledge on Bug Reports
2014
2014 IEEE International Conference on Software Maintenance and Evolution
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In this paper, we present an empirical study of the textual difference between bug reports written by experts and non-experts. ...
Practitioners recognize that the content of a bug report depends on its author's expert knowledge. ...
ACKNOWLEDGMENT The authors would like to thank the Eclipse Foundation and Mozilla Foundation for providing the repositories of data used in this paper. ...
doi:10.1109/icsme.2014.22
dblp:conf/icsm/HuoDMG14
fatcat:st5l2etlfne7pg5mnchfv7mrei
Crash graphs: An aggregated view of multiple crashes to improve crash triage
2011
2011 IEEE/IFIP 41st International Conference on Dependable Systems & Networks (DSN)
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In this paper, we propose an approach based on crash graphs, which are an aggregated view of multiple crashes. ...
Crash reporting systems play an important role in the overall reliability and dependability of the system helping in identifying and debugging crashes in software systems deployed in the field. ...
an empirical user study on the efficacy of crash graphs. ...
doi:10.1109/dsn.2011.5958261
dblp:conf/dsn/KimZN11
fatcat:eobxoc2gzzdujem2rcamofxqky
Exploiting Hubs for Self-Adaptive Secondary Re-Ranking in Bug Report Duplicate Detection
2013
Proceedings of the ITI 2013 35th International Conference on INFORMATION TECHNOLOGY INTERFACES
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Bug duplicate detection is an integral part of many bug tracking systems. Most bugs are reported multiple times and detecting the duplicates saves time and valuable resources. ...
It is based on the analysis of temporal evolution of the underlying distribution of influence. The experiments show definite improvements in system performance. ...
Acknowledgements This work was supported by the IST Programme of the European Community under ALERT project (ICT-STREP-249119). ...
doi:10.2498/iti.2013.0488
dblp:conf/iti/TomasevLM13
fatcat:gymuzfglrjbcbl3bsi4xnt4rse
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