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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Data Augmentation using Large Language Models: Data Perspectives, Learning Paradigms and Challenges Bosheng Ding Chengwei Qin Ruochen Zhao Tianze Luo Xinze Li Guizhen Chen Wenhan Xia Junjie Hu A. Luu Chenyu You 36 19 0 05 Mar 2024
Capturing Knowledge Graphs and Rules with Octagon Embeddings Victor Charpenay Steven Schockaert 23 1 0 29 Jan 2024
FedRKG: A Privacy-preserving Federated Recommendation Framework via Knowledge Graph Enhancement Dezhong Yao Tongtong Liu Qi Cao Hai Jin 16 4 0 20 Jan 2024
Combining Embedding-Based and Semantic-Based Models for Post-hoc Explanations in Recommender Systems Ngoc Luyen Lê Marie-Hélène Abel Philippe Gouspillou 20 6 0 09 Jan 2024
PUMA: Efficient Continual Graph Learning for Node Classification with Graph Condensation Yilun Liu Ruihong Qiu Yanran Tang Hongzhi Yin Zi Huang 24 5 0 22 Dec 2023
Do Similar Entities have Similar Embeddings? Nicolas Hubert Heiko Paulheim Armelle Brun D. Monticolo 23 4 0 16 Dec 2023
Data Scarcity in Recommendation Systems: A Survey Zefeng Chen Wensheng Gan Jiayang Wu Kaixia Hu Hong Lin 33 21 0 08 Dec 2023
LLM-TAKE: Theme Aware Keyword Extraction Using Large Language Models Reza Yousefi Maragheh Chenhao Fang Charan Chand Irugu Parth Parikh Jason H. D. Cho ... Saranyan Sukumar Malay Patel Evren Körpeoglu Sushant Kumar Kannan Achan 35 7 0 01 Dec 2023
Federated Knowledge Graph Completion via Latent Embedding Sharing and Tensor Factorization Maolin Wang Dun Zeng Zenglin Xu Ruocheng Guo Xiangyu Zhao FedML 33 4 0 17 Nov 2023
Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey Garima Agrawal Tharindu Kumarage Zeyad Alghami Huanmin Liu 37 81 0 14 Nov 2023
TDCGL: Two-Level Debiased Contrastive Graph Learning for Recommendation Yubo Gao Haotian Wu 16 0 0 01 Oct 2023
KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse Transformation Haotian Li Lingzhi Wang Yuliang Wei Richard Y. D. Xu Bailing Wang Bailing Wang 56 2 0 26 Sep 2023
Unveiling Optimal SDG Pathways: An Innovative Approach Leveraging Graph Pruning and Intent Graph for Effective Recommendations Zhihang Yu Shu Wang Yunqiang Zhu Wen Yuan Xiaoliang Dai Zhiqiang Zou 21 1 0 21 Sep 2023
Temporal Smoothness Regularisers for Neural Link Predictors Manuel Dileo Pasquale Minervini Matteo Zignani S. Gaito 36 1 0 16 Sep 2023
Media of Langue: The dictionary that visualizes Inter-Lingual Semantic Network/Space Goki Muramoto Atsuki Sato Takayoshi Koyama 31 0 0 25 Aug 2023
LKPNR: LLM and KG for Personalized News Recommendation Framework Hao Chen Runfeng Xie Xia Cui Zhou Yan Wang Xin Zhanwei Xuan Kai Zhang AI4TS 30 17 0 23 Aug 2023
How Expressive are Graph Neural Networks in Recommendation? Xuheng Cai Lianghao Xia Xubin Ren Chao Huang 45 6 0 22 Aug 2023
Knowledge-aware Collaborative Filtering with Pre-trained Language Model for Personalized Review-based Rating Prediction Quanxiu Wang Xinlei Cao Jianyong Wang Wei Zhang VLM 18 7 0 02 Aug 2023
An Effective and Efficient Time-aware Entity Alignment Framework via Two-aspect Three-view Label Propagation Lianshang Cai Xin Mao Youshao Xiao Changxu Wu Man Lan AI4TS 26 4 0 12 Jul 2023
Empowering recommender systems using automatically generated Knowledge Graphs and Reinforcement Learning Ghanshyam Verma Shovon Sengupta Simon Simanta Huan Chen J. Perge Devishree Pillai John P. Mccrae P. Buitelaar OffRL 20 1 0 11 Jul 2023
BHEISR: Nudging from Bias to Balance -- Promoting Belief Harmony by Eliminating Ideological Segregation in Knowledge-based Recommendations Mengyan Wang Yuxuan Hu Zihan Yuan Chenting Jiang Weihua Li Shiqing Wu Quan-wei Bai 27 0 0 06 Jul 2023
Combating Confirmation Bias: A Unified Pseudo-Labeling Framework for Entity Alignment Qijie Ding Jie Yin Daokun Zhang Junbin Gao 56 4 0 05 Jul 2023
Recent Developments in Recommender Systems: A Survey Yang Li Kangbo Liu Ranjan Satapathy Suhang Wang Erik Cambria OffRL 73 31 0 22 Jun 2023
Interactive Explanation with Varying Level of Details in an Explainable Scientific Literature Recommender System Mouadh Guesmi Mohamed Amine Chatti Shoeb Joarder Qurat Ul Ain R. Alatrash Clara Siepmann Tannaz Vahidi 16 9 0 09 Jun 2023
Criteria Tell You More than Ratings: Criteria Preference-Aware Light Graph Convolution for Effective Multi-Criteria Recommendation Jin-Duk Park Siqing Li Xin Cao Won-Yong Shin 17 7 0 30 May 2023
The Evolution of Distributed Systems for Graph Neural Networks and their Origin in Graph Processing and Deep Learning: A Survey Jana Vatter R. Mayer Hans-Arno Jacobsen GNN AI4TS AI4CE 48 23 0 23 May 2023
Large Language Models are Zero-Shot Rankers for Recommender Systems Yupeng Hou Junjie Zhang Zihan Lin Hongyu Lu Ruobing Xie Julian McAuley Wayne Xin Zhao LRM ALM 33 301 0 15 May 2023
Representation Learning for Person or Entity-centric Knowledge Graphs: An Application in Healthcare Christos Theodoropoulos N. Mulligan T. Stappenbeck Joao H. Bettencourt-Silva 21 5 0 09 May 2023
LogicRec: Recommendation with Users' Logical Requirements Zhenwei Tang Griffin Floto Armin Toroghi Shichao Pei Xiangliang Zhang Scott Sanner 36 3 0 23 Apr 2023
AGI for Agriculture Guoyu Lu Sheng Li Gengchen Mai Jin Sun Dajiang Zhu ... R. Xu Daniel Petti Changying Li Tianming Liu Changying Li AI4CE 48 17 0 12 Apr 2023
Enhancing Multimodal Entity and Relation Extraction with Variational Information Bottleneck Shiyao Cui Jiangxia Cao Xin Cong Shuaiyi Nie Quangang Li Tingwen Liu Jinqiao Shi 25 23 0 05 Apr 2023
Knowledge Graphs in Practice: Characterizing their Users, Challenges, and Visualization Opportunities Harry Li G. Appleby C. Brumar Remco Chang Ashley Suh 31 23 0 03 Apr 2023
GLT-T++: Global-Local Transformer for 3D Siamese Tracking with Ranking Loss Jiahao Nie Zhiwei He Yuxiang Yang Xudong Lv Mingchen Gao Jing Zhang ViT 3DPC 41 7 0 01 Apr 2023
PromptORE -- A Novel Approach Towards Fully Unsupervised Relation Extraction Pierre-Yves Genest Pierre-Edouard Portier Elöd Egyed-Zsigmond L. Goix LRM 22 12 0 24 Mar 2023
Knowledge Graphs: Opportunities and Challenges Ciyuan Peng Feng Xia Mehdi Naseriparsa Francesco Osborne 22 242 0 24 Mar 2023
LaSER: Language-Specific Event Recommendation Sara Abdollahi Simon Gottschalk Elena Demidova 24 4 0 24 Feb 2023
FFHR: Fully and Flexible Hyperbolic Representation for Knowledge Graph Completion Wentao Shi Junkang Wu Xuezhi Cao Jiawei Chen Wenqiang Lei Wei Wu Xiangnan He 16 1 0 07 Feb 2023
A Pre-training Framework for Knowledge Graph Completion Kuan Xu Kuo Yang Hanyang Dong Xinyan Wang Jian Yu Xuezhong Zhou 18 0 0 06 Feb 2023
IMKGA-SM: Interpretable Multimodal Knowledge Graph Answer Prediction via Sequence Modeling Yilin Wen Biao Luo Yuqian Zhao 15 1 0 06 Jan 2023
The URW-KG: a Resource for Tackling the Underrepresentation of non-Western Writers M. Stranisci Giuseppe Spillo C. Musto V. Patti Rossana Damiano 12 4 0 21 Dec 2022
Open-world Story Generation with Structured Knowledge Enhancement: A Comprehensive Survey Yuxin Wang Jieru Lin Zhiwei Yu Wei Hu Börje F. Karlsson 20 17 0 09 Dec 2022
Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure K. Liang Yue Liu Sihang Zhou Wenxuan Tu Yi Wen Xihong Yang Xiang Dong Xinwang Liu 29 76 0 19 Nov 2022
Structural Quality Metrics to Evaluate Knowledge Graphs Sumin Seo Heeseon Cheon Hyunho Kim Dongseok Hyun 24 4 0 18 Nov 2022
Contrastive Language-Image Pre-Training with Knowledge Graphs Xuran Pan Tianzhu Ye Dongchen Han S. Song Gao Huang VLM CLIP 30 43 0 17 Oct 2022
Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge Graph Shumin Deng Chengming Wang Zhoubo Li Ningyu Zhang Zelin Dai ... Mosha Chen Jiaoyan Chen Jeff Z. Pan Bryan Hooi Huajun Chen VLM 28 20 0 30 Sep 2022
Analyzing the Effect of Sampling in GNNs on Individual Fairness Rebecca Salganik Fernando Diaz G. Farnadi 24 1 0 08 Sep 2022
Conflict-Aware Pseudo Labeling via Optimal Transport for Entity Alignment Qijie Ding Daokun Zhang Jie Yin OT 21 6 0 05 Sep 2022
High-quality Task Division for Large-scale Entity Alignment Bing Liu Wenlan Hua Guido Zuccon Genghong Zhao Xia Zhang 33 6 0 22 Aug 2022
gBuilder: A Scalable Knowledge Graph Construction System for Unstructured Corpus Yanzeng Li Lei Zou 41 5 0 20 Aug 2022
FeedLens: Polymorphic Lenses for Personalizing Exploratory Search over Knowledge Graphs Harmanpreet Kaur Doug Downey Amanpreet Singh Evie (Yu-Yen) Cheng Daniel S. Weld Jonathan Bragg 32 4 0 16 Aug 2022