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Discovery of technical expertise from open source code repositories

Published:13 May 2013Publication History

ABSTRACT

Online Question and Answer websites for developers have emerged as the main forums for interaction during the software development process. The veracity of an answer in such websites is typically verified by the number of 'upvotes' that the answer garners from peer programmers using the same forum. Although this mechanism has proved to be extremely successful in rating the usefulness of the answers, it does not lend itself very elegantly to model the expertise of a user in a particular domain. In this paper, we propose a model to rank the expertise of the developers in a target domain by mining their activity in different opensource projects. To demonstrate the validity of the model, we built a recommendation system for StackOverflow which uses the data mined from GitHub.

References

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  2. L. Dabbish, C. Stuart, J. Tsay, and J. Herbsleb. Social coding in github: transparency and collaboration in an open software repository. In Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work, pages 1277--1286. ACM, 2012. Google ScholarGoogle ScholarDigital LibraryDigital Library
  3. P. Winoto and T. Tang. If you like the devil wears prada the book, will you also enjoy the devil wears prada the movie? a study of cross-domain recommendations. New Generation Computing, 26(3):209--225, 2008.Google ScholarGoogle ScholarDigital LibraryDigital Library

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  1. Discovery of technical expertise from open source code repositories

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          cover image ACM Other conferences
          WWW '13 Companion: Proceedings of the 22nd International Conference on World Wide Web
          May 2013
          1636 pages
          ISBN:9781450320382
          DOI:10.1145/2487788

          Copyright © 2013 Copyright is held by the owner/author(s)

          Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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          Association for Computing Machinery

          New York, NY, United States

          Publication History

          • Published: 13 May 2013

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          Acceptance Rates

          WWW '13 Companion Paper Acceptance Rate831of1,250submissions,66%Overall Acceptance Rate1,899of8,196submissions,23%

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