Point-of-interest Recommendation using Deep Semantic Model

Ziwei Wang, Jun Zeng, Junhao Wen, Min Gao, Wei Zhou

Abstract: Highlights•Establish causal transfer between check-ins through the medium of semantics.•Learning the deep semantic feature of trajectory.•Propose temporal interval encoding to avoid losing temporal information.•Fusing deep semantic features to improve the recommender model performance.