STP-UDGAT: Spatial-Temporal-Preference User Dimensional Graph Attention Network for Next POI Recommendation
Author:
Affiliation:
1. GrabTaxi Holdings, Singapore, Singapore
2. National University of Singapore (NUS), Singapore, Singapore
Funder
Economic Development Board of Singapore
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3340531.3411876
Reference31 articles.
1. Buru Chang Yonggyu Park Donghyeon Park Seongsoon Kim and Jaewoo Kang. 2018. Content-Aware Hierarchical Point-of-Interest Embedding Model for Successive POI Recommendation. In IJCAI. 3301--3307. Buru Chang Yonggyu Park Donghyeon Park Seongsoon Kim and Jaewoo Kang. 2018. Content-Aware Hierarchical Point-of-Interest Embedding Model for Successive POI Recommendation. In IJCAI. 3301--3307.
2. MPE: a mobility pattern embedding model for predicting next locations
3. Chen Cheng Haiqin Yang Michael R. Lyu and Irwin King. 2013. Where You Like to Go Next: Successive Point-of-Interest Recommendation. In IJCAI. 2605--2611. Chen Cheng Haiqin Yang Michael R. Lyu and Irwin King. 2013. Where You Like to Go Next: Successive Point-of-Interest Recommendation. In IJCAI. 2605--2611.
4. Eunjoon Cho Seth A. Myers and Jure Leskovec. 2011. Friendship and mobility: User movement in location-based social networks. In KDD. Eunjoon Cho Seth A. Myers and Jure Leskovec. 2011. Friendship and mobility: User movement in location-based social networks. In KDD.
5. Kyunghyun Cho Dzmitry Bahdanau Fethi Bougares Holger Schwenk and Yoshua Bengio. 2014. Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation. In EMNLP. 1724--1734. Kyunghyun Cho Dzmitry Bahdanau Fethi Bougares Holger Schwenk and Yoshua Bengio. 2014. Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation. In EMNLP. 1724--1734.
Cited by 83 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Heterogeneous Spatio-Temporal Graph Contrastive Learning for Point-of-Interest Recommendation;Tsinghua Science and Technology;2025-02
2. HyGate-GCN: Hybrid-Gate-Based Graph Convolutional Networks with dynamical ratings estimation for personalized POI recommendation;Expert Systems with Applications;2024-12
3. Anomaly detection for key performance indicators by fusing self-supervised spatio-temporal graph attention networks;Knowledge-Based Systems;2024-09
4. Spatiotemporal context transition model based on graph convolutional network and its implementation;International Journal of Web Information Systems;2024-08-27
5. City Matters! A Dual-Target Cross-City Sequential POI Recommendation Model;ACM Transactions on Information Systems;2024-08-19
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3