项目名称: 社交编程网络的软件项目影响力传播模型的研究
项目编号: No.61300006
项目类型: 青年科学基金项目
立项/批准年度: 2014
项目学科: 自动化技术、计算机技术
项目作者: 蒋竞
作者单位: 北京航空航天大学
项目金额: 28万元
中文摘要: 随着社交化浪潮席卷全球,开源软件平台与社交网络有机结合,使得社交编程网络应运而生。在软件开发的过程中,用户之间的关系和交互行为被有效利用,促使软件项目的影响力能够自发、迅速地扩散,吸引更多的用户协同参与软件项目,形成群体软件开发模式。软件项目影响力是决定社交编程网络中群体软件工程成败的关键因素。因此,以社交编程网络数据为驱动,以软件可持续演化为中心的软件项目影响力的度量、分析以及建模是重要的研究内容。本课题面向海量、复杂、多变的社交编程网络数据,重点围绕软件产品特征、用户关系和传播路径三个方面,提出软件项目影响力度量和评价体系;通过分析真实软件项目,发现软件项目影响力传播的内在机理;研究软件项目影响力传播与软件产品特征、用户关系之间的关联关系;构建软件项目影响力传播模型,研究软件项目扩散预测的关键技术,为软件项目主动推送、项目管理决策以及开发中群体智能有效利用等问题提供科学依据和理论基础。
中文关键词: 社交编程网络;开源软件;项目影响力;传播模型;
英文摘要: As the popularity of social network in the worldwide, open source software platform and social network are combined together and social coding network is built. During the software development, relationships and interactions between users are effectively utilized to automatically disseminate software project influence, attract more users to participate in software project and build collective software development mode. Software project influence is the key factor of the collective software project's success in social coding network. Therefore, it is important to measure, analyze and build model of software project influence, which is driven by social coding network datasets and maintains the sustainable evolution. We propose to analyze the large-scale, complex and dynamic datasets in social coding network, and build the measurement and evaluation system of software project influence, focusing on software project features, user relationship and dissemination path. We study real software projects, and discover the characteristics of project influence dissemination. Next, we analyze the correlation between project influence spread and software product features, and then study the correlation between project influence spread and user relationship. We build software project influence spread model, and study the key p
英文关键词: Social Coding Network;Open Source;Project Influence;Spread Model;