A Survey on Deep Learning Based Point-Of-Interest (POI) Recommendations

A Survey on Deep Learning Based Point-Of-Interest (POI) Recommendations

20 November 2020

Md. Ashraful Islam

Mir Mahathir Mohammad

Sarkar Snigdha Sarathi Das

Mohammed Eunus Ali

Papers citing "A Survey on Deep Learning Based Point-Of-Interest (POI) Recommendations"

15 / 15 papers shown

Title
A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms Chengkai Huang Hongtao Huang Tong Yu Kaige Xie Junda Wu Shuai Zhang Julian McAuley Dietmar Jannach Lina Yao LRM AI4CE 24 0 0 23 Apr 2025
Causality-Aware Next Location Prediction Framework based on Human Mobility Stratification Xiaojie Yang Z. Fan Hangli Ge Takashi Michikata Ryosuke Shibasaki Noboru Koshizuka 44 0 0 23 Mar 2025
RecKG: Knowledge Graph for Recommender Systems Junhyuk Kwon Seokho Ahn Young-Duk Seo 44 1 0 08 Jan 2025
A Survey on Point-of-Interest Recommendation: Models, Architectures, and Security Qianru Zhang Peng Yang Junliang Yu Haixin Wang Xingwei He S. Yiu Hongzhi Yin 41 1 0 03 Oct 2024
Harnessing LLMs for Cross-City OD Flow Prediction Chenyang Yu Xinpeng Xie Yan Huang Chenxi Qiu 21 7 0 05 Sep 2024
MAS4POI: a Multi-Agents Collaboration System for Next POI Recommendation Yuqian Wu Yuhong Peng Jiapeng Yu Raymond S. T. Lee LLMAG 31 2 0 05 Sep 2024
Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond Wei Chen Yuxuan Liang Yuanshao Zhu Yanchuan Chang Kang Luo ... Chao Chen Kai Zheng Yunjun Gao Xiaofang Zhou Yu Zheng 63 22 0 21 Mar 2024
Bayes-enhanced Multi-view Attention Networks for Robust POI Recommendation Jiangnan Xia Yu Yang Senzhang Wang Hongzhi Yin Jiannong Cao Phillp S. Yu 16 5 0 01 Nov 2023
Where have you been? A Study of Privacy Risk for Point-of-Interest Recommendation Kunlin Cai Jinghuai Zhang Zhiqing Hong Will Shand Guang Wang Desheng Zhang Jianfeng Chi Yuan Tian 18 1 0 28 Oct 2023
A Comprehensive Survey on Deep Graph Representation Learning Wei Ju Zheng Fang Yiyang Gu Zequn Liu Qingqing Long ... Jingyang Yuan Yusheng Zhao Yifan Wang Xiao Luo Ming Zhang GNN AI4TS 51 141 0 11 Apr 2023
AutoMLP: Automated MLP for Sequential Recommendations Muyang Li Zijian Zhang Xiangyu Zhao Wanyu Wang Minghao Zhao Runze Wu Ruocheng Guo AI4TS 25 44 0 11 Mar 2023
Improving Rating and Relevance with Point-of-Interest Recommender System Syed Raza Bashir Vojislav B. Mišić 9 2 0 17 Feb 2022
Recommending POIs for Tourists by User Behavior Modeling and Pseudo-Rating Kun Yi Ryujiro Yamagishi Taishan Li Zhengyang Bai Qiang Ma 21 2 0 13 Oct 2021
SANST: A Self-Attentive Network for Next Point-of-Interest Recommendation Qi Guo Jianzhong Qi AI4TS 8 8 0 22 Jan 2020
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 251 31,267 0 16 Jan 2013