分析和建模欧洲研发合作:来自大型社交网络的挑战和机遇
Analyzing and modeling European R&D collaborations: Challenges and opportunities from a large social network
摘要:
在过去的十年中,网络吸引了大量的关注,并应用于自然,社会和技术系统。虽然网络为研究关系和交互提供了强大的抽象,但复杂的现实世界网络的准备和分析仍然存在重大挑战。特别是,社交网络的特点是具有大量不同的属性和生成机制,这需要一套丰富的指标。本研究的目的是分析大型社交网络的社区结构和网络形成机制。作为一个案例研究,我们认为网络来自欧盟的研究和技术发展框架计划,使用统计物理学和经济地理学的方法。
英文摘要:
Networks have attracted a burst of attention in the last decade, with applications to natural, social, and technological systems. While networks provide a powerful abstraction for investigating relationships and interactions, the preparation and analysis of complex real-world networks nonetheless presents significant challenges. In particular social networks are characterized by a large number of different properties and generation mechanisms which require a rich set of indicators. The objective of the current study is to analyze large social networks with respect to their community structure and mechanisms of network formation. As a case study, we consider networks derived from the European Union's Framework Programs for Research and Technological Development using methods from statistical physics and economic geography.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。