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The geographical location is vital to geospatial applications such as event detection, geo-aware recommendation and local search. Previous research on this topic has investigated geolocation prediction framework via conducting pre-partitioning and applying classification methods. These existing approaches target user's geolocation all at once via concatenation of tweets. In this paper, we study a novel problem in geolocation. We aim to predict user's geolocation at a given tweet's posting time.dblp:conf/lwa/Duong-TrungSDS16 fatcat:52gp64s2v5g7vn6l7bskvsbdje