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Software Change Prediction to Support Project Planning

Name: Software Change Prediction to Support Project Planning
Brand: LAP Lambert Academic Publishing
SKU: 07083021
Price: 43.29 EUR
Availability: InStock
Author: Abida Sadaf
ISBN: 9783846524077

Experimental Study

Abida Sadaf

Lingua

Inglese

Libro In brossura

Codice Libristo: 07083021

Casa editrice LAP Lambert Academic Publishing, novembre 2010

Changes that occur in software are usually tracked and managed through version control systems. Thes... Descrizione completa

Codice Libristo: 07083021

106 b

43.29 €

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Changes that occur in software are usually tracked and managed through version control systems. These version control systems contain data about changes in the form of change log files. Researchers have used this data to predict number of changes for future months for particular components of software. There is a need to carry out work on prediction of change size in addition to number of changes, because change size is a very influential factor in determining project size as it can cause an increase or decrease in it. In this dissertation, we focus on prediction of change size along with number of changes for particular components and developers. This research work includes experiments for prediction of average change size and number of changes for components and developers. We used three prediction techniques (ARIMA, Double Exponential Smoothing, and Polynomial Regression) for this purpose.