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Mining Software Specifications: Methodologies and Applications

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Unearth software essentials through data analysis.

If you're looking to improve your grasp on software development, this book provides a comprehensive dive into the nuances of software specifications. It’s a great resource for understanding how data mining can enhance software analysis and development. With this book, you'd uncover methodologies that could refine your approach to software projects, making it an essential read for both practitioners and students in the field.

Note: While we do our best to ensure the accuracy of cover images, ISBNs may at times be reused for different editions of the same title which may hence appear as a different cover.
Sale

Mining Software Specifications: Methodologies and Applications

Regular price $12.90 Now $9.90 Save 23%
Unit price
per
Compare to estimated retail price: S$381.16  
ISBN: 9781439806265
Publisher: CRC Press
Date of Publication: 2011-05-24
Format: Hardcover
Related Collections: Personal Development, Science
Goodreads rating: 4.33
(rated by 3 readers)

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Description

An emerging topic in software engineering and data mining, specification mining tackles software maintenance and reliability issues that cost economies billions of dollars each year. The first unified reference on the subject, Mining Software Specifications: Methodologies and Applications describes recent approaches for mining specifications of software systems. Experts in the field illustrate how to apply state-of-the-art data mining and machine learning techniques to address software engineering concerns. In the first set of chapters, the book introduces a number of studies on mining finite state machines that employ techniques, such as grammar inference, partial order mining, source code model checking, abstract interpretation, and more. The remaining chapters present research on mining temporal rules/patterns, covering techniques that include path-aware static program analyses, lightweight rule/pattern mining, statistical analysis, and other interesting approaches. Throughout the book, the authors discuss how to employ dynamic analysis, static analysis, and combinations of both to mine software specifications. According to the US National Institute of Standards and Technology in 2002, software bugs have cost the US economy 59.5 billion dollars a year. This volume shows how specification mining can help find bugs and improve program understanding, thereby reducing unnecessary financial losses. The book encourages the industry adoption of specification mining techniques and the assimilation of these techniques in standard integrated development environments (IDEs).
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Similar Reads

Unearth software essentials through data analysis.

If you're looking to improve your grasp on software development, this book provides a comprehensive dive into the nuances of software specifications. It’s a great resource for understanding how data mining can enhance software analysis and development. With this book, you'd uncover methodologies that could refine your approach to software projects, making it an essential read for both practitioners and students in the field.

Note: While we do our best to ensure the accuracy of cover images, ISBNs may at times be reused for different editions of the same title which may hence appear as a different cover.