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移动通信网络的结构和优势

Structure and tie strengths in a mobile communication network
课程网址: http://videolectures.net/mlg08_saramaki_sts/  
主讲教师: Jari Saramaki
开课单位: 阿尔托大学
开课时间: 2008-08-25
课程语种: 英语
中文简介:
我们研究了数百万匿名移动电话用户的通信模式。基于呼叫记录,我们构建了一个通信网络,其中顶点是订户,边缘权重被定义为呼叫的聚合持续时间,反映了呼叫者之间社交关系的优势。我们观察到连接强度和网络拓扑之间的耦合:在“本地”级别,强关系与密集连接的网络邻域相关联,提供了对Granovetter假设的第一次大规模确认。基于碎片分析,弱关系被视为在网络层面发挥重要作用,考虑到全球连通性。观察到的耦合显示出显着减慢随机信息的传播,导致社区中信息的动态捕获。
课程简介: We examine the communication patterns of millions of anonymized mobile phone users. Based on call records, we construct a communication network where vertices are subscribers and edge weights are defined as aggregated duration of calls, reflecting the strengths of social ties between callers. We observe a coupling between tie strengths and network topology: at the ”local” level, strong ties are associated with densely connected network neighborhoods, providing the first large-scale confirmation of the Granovetter hypothesis. Based on fragmentation analysis, weak ties are seen to play an important role at the network level, accounting for global connectivity. The observed coupling is shown to significantly slow down the spreading of random information, resulting in dynamic trapping of information in communities.
关 键 词: 呼叫记录; 通信网络; 动态捕获
课程来源: 视频讲座网
最后编审: 2020-06-06:刘家豪(课程编辑志愿者)
阅读次数: 60