# LSTPM

**Repository Path**: mcdragon/LSTPM

## Basic Information

- **Project Name**: LSTPM
- **Description**: Ke Sun, Tieyun Qian, Tong Chen, Yile Liang, Quoc Viet Hung Nguyen, Hongzhi Yin: Where to Go Next: Modeling Long- and Short-Term User Preferences for Point-of-Interest Recommendation. AAAI 2020 accepted.
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 1
- **Created**: 2021-10-13
- **Last Updated**: 2022-03-02

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# LSTPM
Implementation of paper "Ke Sun, Tieyun Qian, Tong Chen, Yile Liang, Quoc Viet Hung Nguyen, Hongzhi Yin. Where to Go Next: Modeling Long- and Short-Term User Preferences for
Point-of-Interest Recommendation." accepted by AAAI 2020.

# Update
* The "distance.pkl" is generated by the "caculate_poi_distance" function in the "train.py".
* We have uploaded the data processing script "data_process.py" for generating "foursquare_cut_one_day.pkl".

# Requirements
* python 3.6
* pytorch 1.0.1