July 2016
Beginner to intermediate
408 pages
10h 58m
English
book
Perspectives on Data Science for Software Engineering
by Tim Menzies, Laurie Williams, Thomas Zimmermann
Content preview from Perspectives on Data Science for Software Engineering
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Structure your unstructured data first!
The case of summarizing unstructured data with tag clouds
A. Bacchelli Delft University of Technology, Delft, The Netherlands
Abstract
Unstructured software data, such as emails and discussions in technical forum, are a rich form of information about software systems. Nevertheless, mining this form of data is hard as it comprises different languages that cannot be processed with the same techniques.
In this chapter, we show how we can summarize unstructured software data by first giving it the structure it needs.
Keywords
Unstructured software data; Natural language; Source code; Unstructured software data summarization; Tag cloud; Classification; Source code detection approach; Parse
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