Communities of Human Migration in Social Media: An Experiment in Social Sensing

被引:0
|
作者
Aswad, Firas [1 ]
Hamoodat, Harith [1 ]
Ribeiro, Eraldo [1 ]
Menezes, Ronaldo [2 ]
机构
[1] Florida Tech, Dept Comp Engn & Sci, Melbourne, FL 32901 USA
[2] Univ Exeter, Dept Comp Sci, Exeter, Devon, England
来源
关键词
Human migration; Community structure; Social sensing;
D O I
10.1007/978-3-030-40943-2_19
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Migration has been key to the success of humans as it can improve both the lives of migrants and the economy of destination regions. However, it can also overstretch the resources of hosting regions. Therefore, an accurate assessment of immigration data is important to both immigrants and governments. In this work, we detect and relate communities of migration by analyzing discussions from social media and compare them with official immigration records. Our goal is twofold. First, it measures the agreement between the official migration numbers and popular perception. Second, the measure of individuals' feelings from social-media data may be used by governments to guide immigration policy-making. This paper contributes to the growing body of knowledge in social sensing; it shows that people's perspectives on migration, as reflected in social media, is mismatched with reality.
引用
收藏
页码:222 / 232
页数:11
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