An attention‐based category‐aware GRU model for the next POI recommendation

Yuwen Liu; Aixiang Pei; Fan Wang; Yihong Yang; Xuyun Zhang; Hao Wang; Hongning Dai; Lianyong Qi; Rui Ma

doi:10.1002/int.22412

An attention‐based category‐aware GRU model for the next POI recommendation

Yuwen Liu, Aixiang Pei, Fan Wang, Yihong Yang, Xuyun Zhang, Hao Wang, Hongning Dai, Lianyong Qi, Rui Ma

Department of Computer Science

Research output: Contribution to journal › Article › peer-review

72 Citations (Scopus)

Original language	English
Pages (from-to)	3174-3189
Number of pages	16
Journal	International Journal of Intelligent Systems
Volume	36
Issue number	7
DOIs	https://doi.org/10.1002/int.22412
Publication status	Published - 25 Jul 2021

User-Defined Keywords

attention
category-aware
embedding
gated recurrent unit
next POI recommendation

Access to Document

10.1002/int.22412

Cite this

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title = "An attention‐based category‐aware GRU model for the next POI recommendation",

keywords = "attention, category-aware, embedding, gated recurrent unit, next POI recommendation",

author = "Yuwen Liu and Aixiang Pei and Fan Wang and Yihong Yang and Xuyun Zhang and Hao Wang and Hongning Dai and Lianyong Qi and Rui Ma",

year = "2021",

month = jul,

day = "25",

doi = "10.1002/int.22412",

language = "English",

volume = "36",

pages = "3174--3189",

journal = "International Journal of Intelligent Systems",

issn = "0884-8173",

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AU - Liu, Yuwen

AU - Pei, Aixiang

AU - Wang, Fan

AU - Yang, Yihong

AU - Zhang, Xuyun

AU - Wang, Hao

AU - Dai, Hongning

AU - Qi, Lianyong

AU - Ma, Rui

PY - 2021/7/25

Y1 - 2021/7/25

KW - attention

KW - category-aware

KW - embedding

KW - gated recurrent unit

KW - next POI recommendation

U2 - 10.1002/int.22412

DO - 10.1002/int.22412

M3 - Article

SN - 0884-8173

VL - 36

SP - 3174

EP - 3189

JO - International Journal of Intelligent Systems

JF - International Journal of Intelligent Systems

IS - 7

ER -