Journal ArticleDOI
What's up with software metrics? - A preliminary mapping study
TLDR
This paper aims to identify trends in influential software metrics papers and assess the possibility of using secondary studies to integrate research results and confirms that there is a large body of research related to software metrics.About:
This article is published in Journal of Systems and Software.The article was published on 2010-01-01. It has received 257 citations till now. The article focuses on the topics: Software metric.read more
Citations
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Journal ArticleDOI
Guidelines for conducting systematic mapping studies in software engineering : An update
TL;DR: There was a need to provide an update of how to conduct systematic mapping studies and how the guidelines should be updated based on the lessons learned from the existing systematic maps and SLR guidelines.
Journal ArticleDOI
A Systematic Literature Review on Fault Prediction Performance in Software Engineering
TL;DR: Although there are a set of fault prediction studies in which confidence is possible, more studies are needed that use a reliable methodology and which report their context, methodology, and performance comprehensively.
Journal ArticleDOI
Using mapping studies as the basis for further research - A participant-observer case study
TL;DR: Mapping studies can save time and effort for researchers and provide baselines to assist new research efforts, however, they must be of high quality in terms of completeness and rigour if they are to be a reliable basis for follow-on research.
Journal ArticleDOI
Software fault prediction metrics
TL;DR: Object-oriented and process metrics have been reported to be more successful in finding faults compared to traditional size and complexity metrics and seem to be better at predicting post-release faults than any static code metrics.
Journal ArticleDOI
Researcher Bias: The Use of Machine Learning in Software Defect Prediction
TL;DR: A meta-analysis of all relevant, high quality primary studies of defect prediction to determine what factors influence predictive performance finds that the choice of classifier has little impact upon performance and the major explanatory factor is the researcher group.
References
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Book
Case Study Research: Design and Methods
TL;DR: In this article, buku ini mencakup lebih dari 50 studi kasus, memberikan perhatian untuk analisis kuantitatif, membahas lebah lengkap penggunaan desain metode campuran penelitian, and termasuk wawasan metodologi baru.
Journal ArticleDOI
Systematic Review: Process of Forming Academic Service Partnerships to Reform Clinical Education
TL;DR: This study’s findings can provide practical guidelines to steer partnership programs within the academic and clinical bodies, with the aim of providing a collaborative partnership approach to clinical education.
Book
A metrics suite for object oriented design
TL;DR: This research addresses the needs for software measures in object-orientation design through the development and implementation of a new suite of metrics for OO design, and suggests ways in which managers may use these metrics for process improvement.
Book
Software Metrics: A Rigorous and Practical Approach
TL;DR: The Second Edition of Software Metrics provides an up-to-date, coherent, and rigorous framework for controlling, managing, and predicting software development processes.
Journal ArticleDOI
A validation of object-oriented design metrics as quality indicators
TL;DR: Several of Chidamber and Kemerer's OO metrics appear to be useful to predict class fault-proneness during the early phases of the life-cycle and are better predictors than "traditional" code metrics, which can only be collected at a later phase of the software development processes.