Graph-Based Residence Location Inference for Social Media Users
JAN 06, 2015 14:30 PM
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Measuring Privacy Disclosures in URL Query Strings

Graph-Based Residence Location Inference for Social Media Users

Dan Xu , Tsinghua University, China
Peng Cui, Tsinghua University, China
Wenwu Zhu, Tsinghua University, China
Shiqiang Yang, Tsinghua University, China

Location information in social media is becoming increasingly vital in applications such as election prediction, epidemic forecasting, and emergency detection, but only a small proportion of users proactively share their location data in their profiles. This article proposes a framework for location inference in social media by jointly considering social, visual, and textual information. The authors’ proposed method reported a 15 percent relative improvement over state-of-the-art approaches using a large-scale real dataset.

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