A system for example-based programming
CHI '89 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Design patterns: elements of reusable object-oriented software
Design patterns: elements of reusable object-oriented software
Data mining library reuse patterns using generalized association rules
Proceedings of the 22nd international conference on Software engineering
Generating non-redundant association rules
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Investigating Reading Techniques for Object-Oriented Framework Learning
IEEE Transactions on Software Engineering
Using structural context to recommend source code examples
Proceedings of the 27th international conference on Software engineering
Comprehensive Software Understanding with SEXTANT
ICSM '05 Proceedings of the 21st IEEE International Conference on Software Maintenance
Aiding evolution with concern-oriented guides
Proceedings of the 3rd workshop on Linking aspect technology and evolution
Mining framework usage changes from instantiation code
Proceedings of the 30th international conference on Software engineering
Recommending adaptive changes for framework evolution
Proceedings of the 30th international conference on Software engineering
Automatically locating framework extension examples
Proceedings of the 16th ACM SIGSOFT International Symposium on Foundations of software engineering
On evaluating recommender systems for API usages
Proceedings of the 2008 international workshop on Recommendation systems for software engineering
Learning from examples to improve code completion systems
Proceedings of the the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
MAPO: Mining and Recommending API Usage Patterns
Genoa Proceedings of the 23rd European Conference on ECOOP 2009 --- Object-Oriented Programming
Supporting Framework Use via Automatically Extracted Concept-Implementation Templates
Genoa Proceedings of the 23rd European Conference on ECOOP 2009 --- Object-Oriented Programming
Maximum margin matrix factorization for code recommendation
Proceedings of the third ACM conference on Recommender systems
Patterns for understanding frameworks
Proceedings of the 15th Conference on Pattern Languages of Programs
Recommending Adaptive Changes for Framework Evolution
ACM Transactions on Software Engineering and Methodology (TOSEM)
Mendel: Source code recommendation based on a genetic metaphor
ASE '11 Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering
dCloud: a document link provision cloud for software extension tasks
Proceedings of the International C* Conference on Computer Science and Software Engineering
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Frameworks provide means to reuse existing design and functionality, but first require developers to understand how to use them. Learning the correct usage of a framework can be difficult due to the large number of rules to obey and the complex collaborations between the classes. We propose the use of data mining techniques to extract reuse patterns from existing framework instantiations. Based on these patterns, suggestions about other relevant parts of the framework are presented to novice users in a context-dependent manner. We have built FrUiT, an Eclipse plug-in that implements this approach and present a first assessment by mining parts of the Eclipse framework.