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ePluribus:社交网络上的种族

ePluribus: Ethnicity on Social Networks
课程网址: http://videolectures.net/icwsm2010_chang_esn/  
主讲教师: Jonathan Chang
开课单位: 脸书公司
开课时间: 2010-06-29
课程语种: 英语
中文简介:
我们提出一种方法,仅根据美国人口普查局提供的人名和数据来确定一个人口的民族分类。我们证明,我们的方法能够比自然选择更好地预测个体的种族以及整个人口的种族。我们将我们的技术应用于美国facebook用户群体,揭示了族群的人口特征及其相互关系。我们还发现,尽管Facebook一直是多元化的,但随着时间的推移,多样性不断增加,导致如今的人口与美国总体人口非常相似。我们还发现不同的族群以不同的方式相互联系,并且这些族群在人口统计学、信仰和网站功能的使用上具有不同的特征。
课程简介: We propose an approach to determine the ethnic breakdown of a population based solely on people's names and data provided by the U.S. Census Bureau. We demonstrate that our approach is able to predict the ethnicities of individuals as well as the ethnicity of an entire population better than natural alternatives. We apply our technique to the population of U.S. Facebook users and uncover the demographic characteristics of ethnicities and how they relate. We also discover that while Facebook has always been diverse, diversity has increased over time leading to a population that today looks very similar to the overall U.S. population. We also find that different ethnic groups relate to one another in an assortative manner, and that these groups have different profiles across demographics, beliefs, and usage of site features.
关 键 词: 人口普查局; 个体种族; 天然替代品
课程来源: 视频讲座网
最后编审: 2020-01-13:chenxin
阅读次数: 81