The art and science of analyzing software data : analysis patterns /: analysis patterns. (2015)

• Record Type: Book
• Further Information: Note: Edited by Christian Bird, Tim Menzies, Thomas Zimmermann.
• Editors: Bird, Christian; Menzies, Tim; Zimmermann, Thomas, 1961-
• Contents: Past, Present, and Future of Analyzing Software Data Part 1 TUTORIAL-TECHNIQUES Mining Patterns and Violations Using Concept Analysis Analyzing Text in Software Projects Synthesizing Knowledge from Software Development Artifacts A Practical Guide to Analyzing IDE Usage Data Latent Dirichlet Allocation: Extracting Topics from Software Engineering Data Tools and Techniques for Analyzing Product and Process Data PART 2 DATA/PROBLEM FOCUSSED Analyzing Security Data A Mixed Methods Approach to Mining Code Review Data: Examples and a Study of Multicommit Reviews and Pull Requests Mining Android Apps for Anomalies Change Coupling Between Software Artifacts: Learning from Past Changes PART 3 STORIES FROM THE TRENCHES Applying Software Data Analysis in Industry Contexts: When Research Meets Reality Using Data to Make Decisions in Software Engineering: Providing a Method to our Madness Community Data for OSS Adoption Risk Management Assessing the State of Software in a Large Enterprise: A 12-Year Retrospective Lessons Learned from Software Analytics in Practice PART 4 ADVANCED TOPICS Code Comment Analysis for Improving Software Quality Mining Software Logs for Goal-Driven Root Cause Analysis Analytical Product Release Planning PART 5 DATA ANALYSIS AT SCALE (BIG DATA) Boa: An Enabling Language and Infrastructure for Ultra-Large-Scale MSR Studies Scalable Parallelization of Specification Mining Using Distributed Computing
• Publisher Details: Amsterdam : Morgan Kaufmann
• Publication Date: 2015
• Extent: 1 online resource
• Subjects: 006.312; Data mining
• Languages: English
• ISBNs: 9780124115439
• Related ISBNs: 9780124115194
• Notes: Note: Description based on CIP data; item not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.