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Personalized project recommendation on Git Hub

         
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摘要

Git Hub is a software development platform that facilitates collaboration and participation in project development. Typically, developers search for relevant projects in order to reuse functions and identify useful features. Recommending suitable projects for developers can save their time. However,finding suitable projects among many projects on Git Hub is difficult. In addition, different users may have different requirements. A recommendation system would help developers by reducing the time required to find suitable projects. In this paper, we propose an approach to recommend projects that considers developer behaviors and project features. The proposed approach automatically recommends the top-N most relevant software projects. We also integrate user feedback to improve recommendation accuracy. The results of an empirical study using data crawled from Git Hub demonstrate that the proposed approach can efficiently recommend relevant software projects with relatively high precision.

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  • 来源
    《中国科学》 |2018年第5期|87-100|共14页
  • 作者

    Xiaobing SUN; Wenyuan XU; Xin XIA; Xiang CHEN; Bin LI;

  • 作者单位

    1. School of Information Engineering;

    Yangzhou University 2. State Key Laboratory for Novel Software Technology;

    Nanjing University 3. Information Technology Research Base of Civil Aviation Administration of China;

    Civil Aviation University of China 4. Fa;

  • 原文格式 PDF
  • 正文语种 chi
  • 中图分类 软件工程;检索机;
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