Download e-book for kindle: Mining Software Specifications: Methodologies and by David Lo,Siau-Cheng Khoo,Jiawei Han,Chao Liu
By David Lo,Siau-Cheng Khoo,Jiawei Han,Chao Liu
An rising subject in software program engineering and knowledge mining, specification mining tackles software program upkeep and reliability matters that rate economies billions of greenbacks every year. the 1st unified reference at the topic, Mining software program necessities: Methodologies and Applications describes contemporary techniques for mining necessities of software program structures. specialists within the box illustrate how one can practice cutting-edge information mining and desktop studying thoughts to handle software program engineering concerns.
In the 1st set of chapters, the ebook introduces a couple of experiences on mining finite nation machines that hire strategies, resembling grammar inference, partial order mining, resource code version checking, summary interpretation, and extra. the rest chapters current learn on mining temporal rules/patterns, masking innovations that come with path-aware static software analyses, light-weight rule/pattern mining, statistical research, and different fascinating ways. through the booklet, the authors talk about how you can hire dynamic research, static research, and combos of either to mine software program specifications.
According to the united states nationwide Institute of criteria and expertise in 2002, software program insects have price the U.S. economic climate 59.5 billion funds a yr. This quantity exhibits how specification mining may help locate insects and increase software realizing, thereby lowering pointless monetary losses. The e-book encourages the adoption of specification mining ideas and the assimilation of those concepts in commonplace built-in improvement environments (IDEs).