Proceedings of the 22nd International Conference on Program Comprehension 2014
DOI: 10.1145/2597008.2597146
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Abstract: StackOverflow.com (SO) is a Question and Answer service oriented to support collaboration among developers in order to help them solving their issues related to software development. In SO, developers post questions related to a programming topic and other members of the site can provide answers to help them. The information available on this type of service is also known as "crowd knowledge" and currently is one important trend in supporting activities related to software development and maintenance.We presen… Show more

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Cited by 45 publications
(49 citation statements)
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“…Although such crowd knowledge does not contribute to the development of a software project directly, it has an impact on open source software development [90], [91] as well as conventional software development process. It has been used to improve integrated software development environments [25], [92]- [96] and software API documentation [97], [98].…”
Section: Commercial Platformsmentioning
confidence: 99%
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“…Although such crowd knowledge does not contribute to the development of a software project directly, it has an impact on open source software development [90], [91] as well as conventional software development process. It has been used to improve integrated software development environments [25], [92]- [96] and software API documentation [97], [98].…”
Section: Commercial Platformsmentioning
confidence: 99%
“…Several tools and methods have been proposed to help the developers with coding and debugging [20], [25], [27], [33], [92]- [96], [136]- [143], each of which we describe below:…”
Section: Crowdsourcing For Software Codingmentioning
confidence: 99%
“…We tested different machine learning algorithms that are commonly used for text classification in software engineering (e.g., [10]) on our development set: k-nearest neighbour (Ibk) [1], decision trees (J48) [28], Naive Bayes [16], random forest [5], and support vector machines (SMO, the sequential minimal optimization implementation in WEKA) [23]. Apart from J48 and random forest, all classifiers belong to different classes, ensuring a wide coverage of different pos- …”
Section: Sise: a Supervised Approachmentioning
confidence: 99%
“…In terms of using machine learning to discover content on Stack Overflow, there are some common themes between SISE and the work of de Souza et al [10]. They developed an improved search engine for content on Stack Overflow which recommends question-and-answer pairs (as opposed to entire Q&A threads) based on a query.…”
Section: Harnessing Stack Overflow Datamentioning
confidence: 99%
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