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Analysis of the Key Factors for Software Quality in Crowdsourcing Development: An Empirical Study on TopCoder.com

机译:众包开发中软件质量的关键因素分析:TopCoder.com的一项实证研究

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Crowdsourcing is a distributed problem-solving and production model. It takes advantage of the internet technology, helps enterprises save cost and improve efficiency. However, uncertain quality is a significant challenge for crowdsourcing. On the basis of the existing literatures, this paper proposes 23 software quality factors from two aspects: platform and project. By using multiple regression analysis on the data of one of the most successful software crowdsourcing platforms TopCoder.com, this paper analyzes the impact of the factors on software quality and identifies six key factors, including the average quality score of the platform, the number of contemporary projects, the length of component document, the number of registered developers, the maximum rating of submitted developers, and the design score. According to the result, this paper suggests four aspects for enterprises to improve software quality: choosing the prosperous period of platform to post a project, reducing the scale of projects, attracting more and higher skillful developers to participate, and improving software design score.
机译:众包是一种分布式的问题解决和生产模型。它利用互联网技术的优势,帮助企业节省成本并提高效率。但是,不确定的质量是众包的重大挑战。在现有文献的基础上,从平台和项目两个方面提出了23个软件质量因素。通过对最成功的软件众包平台之一TopCoder.com的数据进行多元回归分析,本文分析了这些因素对软件质量的影响,并确定了六个关键因素,包括平台的平均质量得分,当代项目,组件文档的长度,注册开发人员的数量,提交的开发人员的最高评分以及设计得分。根据结果​​,本文提出了企业提高软件质量的四个方面的建议:选择繁荣的平台发布项目,缩小项目规模,吸引越来越多的高技能开发人员参与,提高软件设计评分。

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