Learning Early Lifecycle IV&V Quality Indicators
نویسندگان
چکیده
Traditional methods of generating quality code indicators (e.g. linear regression, decision tree induction) can be demonstrated to be inappropriate for IV&V purposes. IV&V is a unique aspect of the software lifecycle, and different methods are necessary to produce quick and accurate results. If quality code indicators could be produced on a per-project basis, then IV&V could proceed in a more straight-forward fashion, saving time and money. This article presents one case study on just such a project, showing that by using the proper metrics and machine learning algorithms, quality indicators can be found as early as 3 months into the IV&V process.
منابع مشابه
An Approach to Early Fault Prediction in Software Systems Using K- Means Clustering
Quality of a software component can be measured in terms of fault proneness of data. Quality estimations are made using fault proneness data available from previously developed similar type of projects and the training data consisting of software measurements. To predict faulty modules in software data different techniques have been proposed which includes statistical method, machine learning m...
متن کاملEvaluating Learning Games during their Conception
Learning Games (LGs) are educational environments based on a playful approach to learning. Their use has proven to be promising in many domains, but is at present restricted by the time consuming and costly nature of the developing process. In this paper, we propose a set of quality indicators that can help the conception team to evaluate the quality of their LG during the designing process, an...
متن کاملV&v Lifecycle Methodologies
This paper introduces a new notion called Verification & Validation (V&V) Lifecycle Method-ologies, examining what V&V is, and expanding its scope to the entire software lifecycle (much beyond traditional methods of software testing). V&V Lifecycle Methodologies are streamlined and efficient, yet highly holistic and concisely measured step-by-step threaded and sequenced approaches to predictive...
متن کاملAn Evaluation of the Effect of Stormwater Treatment Ponds on Wetland and Stream Quality Indicators
..................................................................................ii COPYRIGHT.................................................................................iv TABLE OF CONTENTS...................................................................v LIST OF FIGURES.........................................................................vii LIST OF TABLES..............................
متن کاملA Systematic Review of Quality Indicators for Appropriate Antibiotic Use in Hospitalized Adult Patients
Many quality indicators for appropriate antibiotic use have been developed. We aimed to make a systematic inventory, including the development methodology and validation procedures, of currently available quality indicators (QIs) for appropriate antibiotic use in hospitalized adult patients. We performed a literature search in the Pubmed interface. From the included articles we abstracted i) th...
متن کامل