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GitHub Repository Classifier GitHub 存储库分类器.pdf
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GitHub Repository Classifier GitHub 存储库分类器.pdf
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informatiCup 2017 - Challenge
GitHub Repository Classifier
IT is changing fast; new programming languages, frameworks and problem-solving approaches
appear almost every day. As an IT professional, no matter whether you are a student, scientist or
software engineer, it is crucial to keep your knowledge and skills up to date.
A common way of learning more about new programming languages and
technologies and improving existing skills is provided by social coding
platforms like GitHub . GitHub is home to many Open Source communities
1
and commercial software developers worldwide with more than 15 million
users, having created more than 36 million repositories.
With more than 36 million repositories hosted, finding the ones of interest and relevance for a specific
person with a specific need can be challenging. For example:
● a software engineer might want to learn more about repositories that actively develop using
her chosen framework.
● a professor might want to get inspired on how other organizations host tutorials, lectures,
educational information and related code.
● a student might be interested in storing his homework and related code and discuss with other
students how they approached an assignment.
Fortunately, today’s knowledge workers are more and more supported by
intelligent and adaptable digital assistants. Digital assistants as used in
software engineering have evolved from simple syntax completion to
intelligent recommender systems that base their decisions on data retrieved
via software repository mining from the ever increasing data on platforms
like GitHub. If repositories were automatically classified and tagged based
on the type of content and contribution activity, this information could be
used to provide far better search results.
This year’s InformatiCup challenge is dedicated to the new possibilities that arise based on the
application of artificial intelligence and repository mining.
1
https://github.com
1
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