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Visual data mining and analysis of software repositories
Computers & Graphics, 2007In this article we describe an ongoing effort to integrate information visualization techniques into the process of configuration management for software systems. Our focus is to help software engineers manage the evolution of large and complex software systems by offering them effective and efficient ways to query and assess system properties using ...
Voinea, Lucian, Telea, Alexandru
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On Data Analysis of Software Repositories
2020This article discusses the analysis of software repositories using data analysis methods. A review is made of methods for analyzing programs based on information retrieved from the program code stored in code repositories. A review is made of methods for analyzing programs based on information retrieved from the program code stored in repositories. The
Dmitry Namiot, Vladimir Romanov
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Impact Analysis by Mining Software and Change Request Repositories
11th IEEE International Software Metrics Symposium (METRICS'05), 2005Impact analysis is the identification of the work products affected by a proposed change request, either a bug fix or a new feature request. In many open-source projects, such as KDE, Gnome, Mozilla, Openoffice, change requests, and related data, are stored in a bug tracking system such as Bugzilla.
Gerardo Canfora, Luigi Cerulo
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Repository analysis tools in teaching Software Engineering
2012 IX International Symposium on Telecommunications (BIHTEL), 2012Software Engineering is an important part of modern Communications Engineering education. In this paper a number of open-source tools for analysis of Subversion source code repositories are evaluated for purpose of determining individual developer contribution to a project.
Vedran Ljubovic, Novica Nosovic
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A Comparative Analysis of Institutional Repository Software
2010International Conference on Open Repositories : Proceedings, The 5th International Conference on Open Repositories (OR2010), Madrid, Spain, 6-9 July ...
Singh, Siddharth Kumar +2 more
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HEURISTIC ORGANIZATION AND DOMAIN ANALYSIS OF SOFTWARE REPOSITORIES
International Journal of Software Engineering and Knowledge Engineering, 1995In this paper we address the problem of software classification and, based on an algorithm for software classification through software repository clustering, we propose a method which performs automatic domain analysis on a given software collection. The described method relies on observations made after a tedious manual domain analysis is performed.
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Modular construction of an analysis tool for mining software repositories
Proceedings of the 12th annual international conference companion on Aspect-oriented software development, 2013In this paper, we propose an analysis tool for mining software repository (MSR) called E-CUBE, which corresponds to three types of evolution in MSR (i.e., Platform Evolution, Target Evolution and Scale Evolution). To encapsulate the essence of these types of evolution, we introduce modular construction for MSR studies to E-CUBE.
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User-perceived reusability estimation based on analysis of software repositories
2018 IEEE Workshop on Machine Learning Techniques for Software Quality Evaluation (MaLTeSQuE), 2018The popularity of open-source software repositories has led to a new reuse paradigm, where online resources can be thoroughly analyzed to identify reusable software components. Obviously, assessing the quality and specifically the reusability potential of source code residing in open software repositories poses a major challenge for the research ...
Michail Papamichail +4 more
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A segmentation‐based approach for temporal analysis of software version repositories
Journal of Software Maintenance and Evolution: Research and Practice, 2008AbstractTime series segmentation is a promising approach to discover temporal patterns from time‐stamped numeric data. A novel approach to apply time series segmentation to discern temporal information from software version repositories is proposed. Data from such repositories, both numeric and non‐numeric, are represented as item‐set time series data.
Harvey P. Siy +3 more
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Analysis of Software Repositories Using Process Mining
2017Software repositories such as Issue Tracking Systems (ITS) log bug history that contains important information about the activities followed during bug resolution. Mining of ITS can provide useful insights of such processes. This study uses process mining to extract knowledge from the event logs recorded in bug history report of ITS Monorail to ...
Roohi Arora, Anchal Garg
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