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Applications of Data Mining in Software Development Life Cycle: A Literature Survey and Classification
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Author(s): Naveen Dahiya (MSIT, India), Vishal Bhatnagar (AIACT&R, India), Manjeet Singh (YMCAUST, India)and Neeti Sangwan (MSIT, India)
Copyright: 2014
Pages: 13
Source title:
Data Mining and Analysis in the Engineering Field
Source Author(s)/Editor(s): Vishal Bhatnagar (Ambedkar Institute of Advanced Communication Technologies and Research, India)
DOI: 10.4018/978-1-4666-6086-1.ch004
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Abstract
Data mining has proven to be an important technique in terms of efficient information extraction, classification, clustering, and prediction of future trends from a database. The valuable properties of data mining have been put to use in many applications. One such application is Software Development Life Cycle (SDLC), where effective use of data mining techniques has been made by researchers. An exhaustive survey on application of data mining in SDLC has not been done in the past. In this chapter, the authors carry out an in-depth survey of existing literature focused towards application of data mining in SDLC and propose a framework that will classify the work done by various researchers in identification of prominent data mining techniques used in various phases of SDLC and pave the way for future research in the emerging area of data mining in SDLC.
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