Learning evolving user’s behaviors on location-based social networks
Sign Up to like & getrecommendations! Published in 2020 at "GeoInformatica"
DOI: 10.1007/s10707-020-00400-3
Abstract: With the popularity of smart phones, users’ activities on location-based social networks (LBSNs) evolve faster than traditional social networks. Existing models focus on modeling users’ long-term preferences, leveraging social collaborative filtering to enhance prediction performance.… read more here.
Keywords: location; geo aware; social networks; location based ... See more keywords
GPS2Vec: Pre-Trained Semantic Embeddings for Worldwide GPS Coordinates
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2021.3060951
Abstract: GPS coordinates are fine-grained location indicators that are difficult to be effectively utilized by classifiers in geo-aware applications. Previous GPS encoding methods concentrate on generating hand-crafted features for small areas of interest. However, many real… read more here.
Keywords: geo aware; semantic embeddings; pre trained; gps ... See more keywords