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Recommendation Systems in Software Engineering 2014
- Martin P. Robillard, Walid Maalej, Robert J. Walker
, Thomas Zimmermann:
Recommendation Systems in Software Engineering. Springer 2014, ISBN 978-3-642-45134-8 - Martin P. Robillard, Robert J. Walker
An Introduction to Recommendation Systems in Software Engineering. 1-11
Techniques
- Alexander Felfernig, Michael Jeran, Gerald Ninaus, Florian Reinfrank, Stefan Reiterer, Martin Stettinger:
Basic Approaches in Recommendation Systems. 15-37 - Tim Menzies:
Data Mining. 39-75 - Laura Inozemtseva, Reid Holmes, Robert J. Walker
Recommendation Systems in-the-Small. 77-92 - Kim Mens
Source Code-Based Recommendation Systems. 93-130 - Kim Herzig, Andreas Zeller
Mining Bug Data - A Practitioner's Guide. 131-171 - Walid Maalej, Thomas Fritz, Romain Robbes:
Collecting and Processing Interaction Data for Recommendation Systems. 173-197 - Annie T. T. Ying, Martin P. Robillard:
Developer Profiles for Recommendation Systems. 199-222 - Emerson R. Murphy-Hill, Gail C. Murphy:
Recommendation Delivery - Getting the User Interface Just Right. 223-242
Evaluation
- Iman Avazpour
Dimensions and Metrics for Evaluating Recommendation Systems. 245-273 - Alan Said
Benchmarking - A Methodology for Ensuring the Relative Quality of Recommendation Systems in Software Engineering. 275-300 - Robert J. Walker
Simulation - A Methodology to Evaluate Recommendation Systems in Software Engineering. 301-327 - Ayse Tosun Misirli
Field Studies - A Methodology for Construction and Evaluation of Recommendation Systems in Software Engineering. 329-355
Applications
- Werner Janjic, Oliver Hummel, Colin Atkinson
Reuse-Oriented Code Recommendation Systems. 359-386 - Gabriele Bavota
Recommending Refactoring Operations in Large Software Systems. 387-419 - Miryung Kim, Na Meng:
Recommending Program Transformations - Automating Repetitive Software Changes. 421-453 - Negar Hariri, Carlos Castro-Herrera, Jane Cleland-Huang, Bamshad Mobasher
Recommendation Systems in Requirements Discovery. 455-476 - Markus Borg
Changes, Evolution, and Bugs - Recommendation Systems for Issue Management. 477-509 - Raúl Mazo, Cosmin Dumitrescu, Camille Salinesi, Daniel Diaz
Recommendation Heuristics for Improving Product Line Configuration Processes. 511-537
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