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Method-Call Recommendations from Implicit Developer Feedback

Amann, Sven and Proksch, Sebastian and Mezini, Mira (2014):
Method-Call Recommendations from Implicit Developer Feedback.
In: Proceedings of the 1st International Workshop on CrowdSourcing in Software Engineering - CSI-SE 2014, [Online-Edition: http://dx.doi.org/10.1145/2593728.2593730],
[Conference or Workshop Item]

Abstract

When developers use the code completion in their Integrated Development Environment (IDE), they provide implicit feedback about the usage of the Application Programming Interfaces (APIs) they program against. We demonstrate how to apply Collaborative Filtering techniques to compute context-sensitive completion recommendations from such feedback and discuss how the approach can be used to bring the knowledge of the crowd to every developer.

Item Type: Conference or Workshop Item
Erschienen: 2014
Creators: Amann, Sven and Proksch, Sebastian and Mezini, Mira
Title: Method-Call Recommendations from Implicit Developer Feedback
Language: English
Abstract:

When developers use the code completion in their Integrated Development Environment (IDE), they provide implicit feedback about the usage of the Application Programming Interfaces (APIs) they program against. We demonstrate how to apply Collaborative Filtering techniques to compute context-sensitive completion recommendations from such feedback and discuss how the approach can be used to bring the knowledge of the crowd to every developer.

Title of Book: Proceedings of the 1st International Workshop on CrowdSourcing in Software Engineering - CSI-SE 2014
Uncontrolled Keywords: Code completion, collaborative filtering, crowd sourcing, integrated development environment, method-call recommendation
Divisions: 20 Department of Computer Science > Software Technology
20 Department of Computer Science
Date Deposited: 17 Jun 2014 13:48
Official URL: http://dx.doi.org/10.1145/2593728.2593730
Identification Number: doi:10.1145/2593728.2593730
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