A Survey on Knowledge Graph-Based Recommender Systems

28 February 2020

Qingyu Guo

Fuzhen Zhuang

Chuan Qin

Hengshu Zhu

Xing Xie

Hui Xiong

Qing He

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Papers citing "A Survey on Knowledge Graph-Based Recommender Systems"

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Title
Are Gradients on Graph Structure Reliable in Gray-box Attacks? Zihan Liu Yun Luo Lirong Wu Siyuan Li Zicheng Liu Stan Z. Li AAML 31 23 0 07 Aug 2022
Knowledge Graph Induction enabling Recommending and Trend Analysis: A Corporate Research Community Use Case Nandana Mihindukulasooriya Mike Sava Gaetano Rossiello Md. Faisal Mahbub Chowdhury I. Yachbes Aditya Gidh Jillian Duckwitz Kovit Nisar Michael Santos A. Gliozzo 42 4 0 11 Jul 2022
Knowledge-aware Neural Collective Matrix Factorization for Cross-domain Recommendation Li Zhang Yan Ge Jun Ma Jianmo Ni Haiping Lu 19 2 0 27 Jun 2022
Geometry Interaction Knowledge Graph Embeddings Zongsheng Cao Qianqian Xu Zhiyong Yang Xiaochun Cao Qingming Huang 30 59 0 24 Jun 2022
KQGC: Knowledge Graph Embedding with Smoothing Effects of Graph Convolutions for Recommendation Daisuke Kikuta Toyotaro Suzumura Md. Mostafizur Rahman Yuya Hirate Satyen Abrol Manoj Kondapaka Takuma Ebisu Pablo S. Loyola 19 1 0 23 May 2022
Relphormer: Relational Graph Transformer for Knowledge Graph Representations Zhen Bi Shuyang Cheng Jing Chen Xiaozhuan Liang Zhiyu Li Ningyu Zhang 37 37 0 22 May 2022
Hypergraph Contrastive Collaborative Filtering Lianghao Xia Chao Huang Yong-mei Xu Jiashu Zhao Dawei Yin J. Huang 38 304 0 26 Apr 2022
Knowledgebra: An Algebraic Learning Framework for Knowledge Graph Tong Yang Yifei Wang Long Sha Janine Engelbrecht Pengyu Hong 11 2 0 15 Apr 2022
VRKG4Rec: Virtual Relational Knowledge Graphs for Recommendation Lingyun Lu Bang-wei Wang Zizhuo Zhang Shenghao Liu Han Xu 13 16 0 03 Apr 2022
A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations K. Neupane Ervine Zheng Yu Kong Qi Yu 26 15 0 03 Apr 2022
SelfKG: Self-Supervised Entity Alignment in Knowledge Graphs Xiao Liu Haoyun Hong Xinghao Wang Zeyi Chen Evgeny Kharlamov Yuxiao Dong Jie Tang SSL 32 72 0 02 Mar 2022
Geometric Algebra based Embeddings for Static and Temporal Knowledge Graph Completion Chengjin Xu M. Nayyeri Yung-Yu Chen Jens Lehmann 4 16 0 18 Feb 2022
A multi-task semi-supervised framework for Text2Graph & Graph2Text Oriol Domingo Marta R. Costa-jussá Carlos Escolano 37 1 0 12 Feb 2022
Knowledge Graph Based Waveform Recommendation: A New Communication Waveform Design Paradigm Wei Huang Tianfu Qi Yundi Guan Qihang Peng Jun Wang 19 1 0 24 Jan 2022
Automatic Meta-Path Discovery for Effective Graph-Based Recommendation Wentao Ning Reynold Cheng Jiajun Shen Nur Al Hasan Haldar B. Kao Xiao Yan Nan Huo Wai Lam Tian Li Bo Tang 34 18 0 23 Dec 2021
Blockchain-based Recommender Systems: Applications, Challenges and Future Opportunities Yassine Himeur A. Sayed A. Alsalemi F. Bensaali Abbes Amira Iraklis Varlamis Magdalini Eirinaki Christos Sardianos G. Dimitrakopoulos 14 85 0 22 Nov 2021
Conditional Attention Networks for Distilling Knowledge Graphs in Recommendation Ke Tu Peng Cui Daixin Wang Qing Cui Jun Zhou Yuan Qi Wenwu Zhu 32 46 0 03 Nov 2021
Knowledge-driven Site Selection via Urban Knowledge Graph Yu Liu Jingtao Ding Yong Li 28 20 0 01 Nov 2021
URIR: Recommendation algorithm of user RNN encoder and item encoder based on knowledge graph Na Zhao Zhen Long Zhi-Dan Zhao Jian Wang HAI 9 1 0 01 Nov 2021
Vector-valued Distance and Gyrocalculus on the Space of Symmetric Positive Definite Matrices F. López Beatrice Pozzetti Steve J. Trettel Michael Strube Anna Wienhard 39 17 0 26 Oct 2021
Temporal Knowledge Graph Reasoning Triggered by Memories Mengnan Zhao Lihe Zhang Yuqiu Kong Baocai Yin 24 4 0 17 Oct 2021
Federated Learning for Big Data: A Survey on Opportunities, Applications, and Future Directions Thippa Reddy Gadekallu Viet Quoc Pham Thien Huynh-The S. Bhattacharya Praveen Kumar Reddy Maddikunta Madhusanka Liyanage FedML AI4CE 52 39 0 08 Oct 2021
Recommender systems based on graph embedding techniques: A comprehensive review Yue Deng 44 22 0 20 Sep 2021
Augmenting the User-Item Graph with Textual Similarity Models F. López Martin Scholz Jessica Yung Marie Pellat Michael Strube Lucas Dixon 19 5 0 20 Sep 2021
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting Haohai Sun Jialu Zhong Yunpu Ma Zhen Han Kun He AI4TS 76 152 0 09 Sep 2021
KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation Haotian Li Yong Wang Songheng Zhang Yangqiu Song Huamin Qu 47 83 0 27 Jul 2021
A Survey of Knowledge Graph Embedding and Their Applications Shivani Choudhary Tarun Luthra Ashima Mittal Rajat Singh 37 52 0 16 Jul 2021
Leveraging Static Models for Link Prediction in Temporal Knowledge Graphs Wessel Radstok M. Chekol 21 10 0 29 Jun 2021
A Self-supervised Method for Entity Alignment Xiao Liu Haoyun Hong Xinghao Wang Zeyi Chen Evgeny Kharlamov Yuxiao Dong Jie Tang SSL 24 9 0 17 Jun 2021
Out-of-Vocabulary Entities in Link Prediction Caglar Demir A. N. Ngomo 19 5 0 26 May 2021
Graph Learning based Recommender Systems: A Review Shoujin Wang Liang Hu Yan Wang Xiangnan He Quan.Z Sheng M. Orgun LongBing Cao F. Ricci Philip S. Yu 34 198 0 13 May 2021
Bias in Knowledge Graphs -- an Empirical Study with Movie Recommendation and Different Language Editions of DBpedia M. Voit Heiko Paulheim 37 11 0 03 May 2021
A Survey on Accuracy-oriented Neural Recommendation: From Collaborative Filtering to Information-rich Recommendation Le Wu Xiangnan He Xiang Wang Kun Zhang Meng Wang HAI 32 284 0 27 Apr 2021
Improving Hyper-Relational Knowledge Graph Completion Donghan Yu Yiming Yang 38 30 0 16 Apr 2021
OGB-LSC: A Large-Scale Challenge for Machine Learning on Graphs Weihua Hu Matthias Fey Hongyu Ren Maho Nakata Yuxiao Dong J. Leskovec AI4CE 23 401 0 17 Mar 2021
Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning Weijiao Zhang Hao Liu Fan Wang Tong Xu Haoran Xin Dejing Dou Hui Xiong 35 79 0 15 Feb 2021
Advances and Challenges in Conversational Recommender Systems: A Survey Chongming Gao Wenqiang Lei Xiangnan He Maarten de Rijke Tat-Seng Chua 138 273 0 23 Jan 2021
Application of Knowledge Graphs to Provide Side Information for Improved Recommendation Accuracy Yuhao Mao Serguei A. Mokhov Sudhir Mudur 19 4 0 07 Jan 2021
Unify Local and Global Information for Top- $N$ Recommendation Xiaoming Liu Shaocong Wu Zhaohan Zhang Chao Shen 24 7 0 03 Dec 2020
A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources Xiao Wang Deyu Bo C. Shi Shaohua Fan Yanfang Ye Philip S. Yu AI4TS 38 294 0 30 Nov 2020
Graph Neural Networks in Recommender Systems: A Survey Shiwen Wu Fei Sun Wentao Zhang Xu Xie Bin Cui GNN 58 1,177 0 04 Nov 2020
Interpretable Disease Prediction based on Reinforcement Path Reasoning over Knowledge Graphs Zhoujian Sun W. Dong Jinlong Shi Zhengxing Huang 19 6 0 16 Oct 2020
Explaining Neural Matrix Factorization with Gradient Rollback Carolin (Haas) Lawrence T. Sztyler Mathias Niepert 22 12 0 12 Oct 2020
A Light Heterogeneous Graph Collaborative Filtering Model using Textual Information Chaoyang Wang Zhiqiang Guo Guohui Li Jianjun Li Peng Pan Ke Liu 18 9 0 04 Oct 2020
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases Gerhard Weikum Luna Dong Simon Razniewski Fabian M. Suchanek 34 125 0 24 Sep 2020
Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect Zheni Zeng Chaojun Xiao Yuan Yao Ruobing Xie Zhiyuan Liu Fen Lin Leyu Lin Maosong Sun VLM 32 40 0 19 Sep 2020
Convolutional Complex Knowledge Graph Embeddings Caglar Demir A. N. Ngomo 27 44 0 07 Aug 2020
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 291 13,373 0 25 Aug 2014