On-device deep learning location category inference model University of Antwerp
We define Location Category Inference (LCI) as a task of predicting the category of a visited venue, such as bar, restaurant or university, given user location GPS coordinates and a set of venue candidates. LCI is an essential part of the hyper-personalization systems as its output provides deep insights into user lifestyle (has children, owns a dog) and behavioral patterns (regularly exercises, visits museums). Due to such factors as signal ...