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The bug report duplication problem: an exploratory study

Yguaratã Cerqueira Cavalcanti, Paulo Anselmo da Mota Silveira Neto, Daniel Lucrédio, Tassio Vale, Eduardo Santana de Almeida, Silvio Romero de Lemos Meira
2011 Software quality journal  
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

Agus Pamuji
2019 Jurnal Sistem Cerdas  
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  
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

Yuan Tian, Chengnian Sun, David Lo
2012 2012 16th European Conference on Software Maintenance and Reengineering  
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

D. Swapna, K. Thammi Reddy
2016 Indian Journal of Science and Technology  
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

Nathan Klein, Christopher S. Corley, Nicholas A. Kraft
2014 Proceedings of the 11th Working Conference on Mining Software Repositories - MSR 2014  
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

Chengnian Sun, David Lo, Siau-Cheng Khoo, Jing Jiang
2011 2011 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011)  
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

Chengnian Sun, David Lo, Xiaoyin Wang, Jing Jiang, Siau-Cheng Khoo
2010 Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - ICSE '10  
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

Parmit K. Chilana, Andrew J. Ko, Jacob O. Wobbrock
2010 2010 IEEE Symposium on Visual Languages and Human-Centric Computing  
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


Ferdian Thung, Pavneet Singh Kochhar, David Lo
2014 Proceedings of the 29th ACM/IEEE international conference on Automated software engineering - ASE '14  
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

Jie Zhang, XiaoYin Wang, Dan Hao, Bing Xie, Lu Zhang, Hong Mei
2015 Science China Information Sciences  
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

Andrew J. Ko, Parmit K. Chilana
2010 Proceedings of the 28th international conference on Human factors in computing systems - CHI '10  
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

Da Huo, Tao Ding, Collin McMillan, Malcom Gethers
2014 2014 IEEE International Conference on Software Maintenance and Evolution  
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

Sunghun Kim, Thomas Zimmermann, Nachiappan Nagappan
2011 2011 IEEE/IFIP 41st International Conference on Dependable Systems & Networks (DSN)  
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

Kruno Golubi�
2013 Proceedings of the ITI 2013 35th International Conference on INFORMATION TECHNOLOGY INTERFACES  
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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