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Rank-geoFM: A ranking based geographical factorization method for point of interest recommendation

SIGIR 2015 - Proceedings of the 38th International ACM SIGIR Conference on Research and Development ..., pp.433-442, (2015)

Cited: 345|Views200
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Abstract

With the rapid growth of location-based social networks, Point of Interest (POI) recommendation has become an important research problem. However, the scarcity of the check-in data, a type of implicit feedback data, poses a severe challenge for existing POI recommendation methods. Moreover, different types of context information about POI...More

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