TMCA

Python implementation of the: Next Point-of-Interest recommendation with Temporal and Multi-level Context Attention ICDM2018 paper.

Please cite the following work. R. Li, Y. Shen and Y. Zhu, "Next Point-of-Interest Recommendation with Temporal and Multi-level Context Attention," 2018 IEEE International Conference on Data Mining (ICDM), Singapore, Singapore, 2018, pp. 1110-1115. doi: 10.1109/ICDM.2018.00144

Dependencies Version

• python 3.6.4
• tensorflow-gpu 1.4.0
• numpy 1.14.0

Dataset

• Gowalla:
  • The source files: SNAP
  • The category files: PACE or DRIVE
• Yelp: Round 10 Challenge