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Fusing Spatio-Temporal Contexts into DeepFM for Taxi Pick-Up Area Recommendation
2023
Computer systems science and engineering
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Addressing at these issues, we propose to fuse spatio-temporal contexts into deep factorization machine (STC_DeepFM) offline for pick-up area recommendation, and within the area to recommend pick-up points ...
Firstly, we divide the urban area into several grids with equal size. Spatio-temporal contexts are destilled from pick-up points or points-of-interest (POIs) belonged to the preceding grids. ...
" (the abbreviation of fusing Spatio-Temporal Context into DeepFM for taxi pick-up area recommendation). ...
doi:10.32604/csse.2023.021615
fatcat:bak7ctvck5ci5m6n7c7yp6ohhy