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
Display Content, Display Methods and Evaluation Methods of the HCI in Explainable Recommender Systems: A Survey Weiqing Li Yue Xu Yuefeng Li Yinghui Huang 23 0 0 14 May 2025
ReCDAP: Relation-Based Conditional Diffusion with Attention Pooling for Few-Shot Knowledge Graph Completion Jeongho Kim Chanyeong Heo Jaehee Jung 36 0 0 12 May 2025
Modeling Musical Genre Trajectories through Pathlet Learning Lilian Marey Charlotte Laclau Bruno Sguerra Tiphaine Viard Manuel Moussallam 25 0 0 06 May 2025
Towards Explainable Temporal User Profiling with LLMs Milad Sabouri M. Mansoury Kun-hsien Lin B. Mobasher 32 0 0 01 May 2025
On Large-scale Evaluation of Embedding Models for Knowledge Graph Completion Nasim Shirvani-Mahdavi F. Akrami Chengkai Li 24 0 0 11 Apr 2025
Detecting underdetermination in parameterized quantum circuits Marie Kempkes Jakob Spiegelberg Evert van Nieuwenburg Vedran Dunjko 39 0 0 04 Apr 2025
Knowledge Graph Completion with Mixed Geometry Tensor Factorization Viacheslav Yusupov Maxim Rakhuba Evgeny Frolov 39 0 0 03 Apr 2025
Autoregressive Language Models for Knowledge Base Population: A case study in the space mission domain Andrés García-Silva José Manuél Gómez-Pérez 42 0 0 24 Mar 2025
Towards Responsible AI in Education: Hybrid Recommendation System for K-12 Students Case Study Nazarii Drushchak Vladyslava Tyshchenko Nataliya Polyakovska 61 0 0 27 Feb 2025
Dynamic Knowledge Selector and Evaluator for recommendation with Knowledge Graph Feng Xia Zhifei Hu 48 0 0 24 Feb 2025
ProMRVL-CAD: Proactive Dialogue System with Multi-Round Vision-Language Interactions for Computer-Aided Diagnosis Xueshen Li Xinlong Hou Ziyi Huang Yu Gan LM&MA MedIm 54 0 0 15 Feb 2025
Unsupervised Entity Alignment Based on Personalized Discriminative Rooted Tree Yaming Yang Zhe Wang Ziyu Guan Wei Zhao Xinyan Huang Xiaofei He 64 0 0 14 Feb 2025
Boosting Knowledge Graph-based Recommendations through Confidence-Aware Augmentation with Large Language Models Rui Cai Chao Wang Qianyi Cai Dazhong Shen Hui Xiong RALM 85 0 0 06 Feb 2025
PathE: Leveraging Entity-Agnostic Paths for Parameter-Efficient Knowledge Graph Embeddings Ioannis Reklos Jacopo de Berardinis Elena Simperl Albert Meroño-Peñuela 182 0 0 31 Jan 2025
RecKG: Knowledge Graph for Recommender Systems Junhyuk Kwon Seokho Ahn Young-Duk Seo 44 1 0 08 Jan 2025
Learning from Heterogeneity: A Dynamic Learning Framework for Hypergraphs Tiehua Zhang Yuze Liu Zhishu Shen Xingjun Ma Xin Chen Xiaowei Huang Jun-Jian Yin 58 6 0 31 Dec 2024
Topic-Aware Knowledge Graph with Large Language Models for Interoperability in Recommender Systems Minhye Jeon Seokho Ahn Young-Duk Seo 43 1 0 28 Dec 2024
Knowledge-Enhanced Conversational Recommendation via Transformer-based Sequential Modelling Jie Zou Aixin Sun Cheng Long Evangelos Kanoulas LMTD 99 4 0 03 Dec 2024
UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction Zhiqiang Liu Mingyang Chen Yin Hua Zhuo Chen Ziqi Liu Lei Liang H. Chen Wen Zhang AI4TS 24 0 0 11 Nov 2024
Capturing and Anticipating User Intents in Data Analytics via Knowledge Graphs Gerard Pons Besim Bilalli Anna Queralt 24 1 0 01 Nov 2024
Path-based summary explanations for graph recommenders -- extended version Danae Pla Karidi E. Pitoura 36 0 0 29 Oct 2024
Hierarchical Knowledge Graph Construction from Images for Scalable E-Commerce Zhantao Yang Han Zhang Fangyi Chen Anudeepsekhar Bolimera Marios Savvides 26 0 0 28 Oct 2024
Crafting Tomorrow: The Influence of Design Choices on Fresh Content in Social Media Recommendation Srijan Saket Mohit Agarwal Rishabh Mehrotra 21 0 0 19 Oct 2024
Comprehending Knowledge Graphs with Large Language Models for Recommender Systems Ziqiang Cui Yunpeng Weng Xing Tang Fuyuan Lyu Dugang Liu Xiuqiang He Chen Ma 43 3 0 16 Oct 2024
Comparative Performance of Collaborative Bandit Algorithms: Effect of Sparsity and Exploration Intensity Eren Ozbay 27 0 0 15 Oct 2024
Embedding Knowledge Graph in Function Spaces Louis Mozart Kamdem Teyou Caglar Demir Axel-Cyrille Ngonga Ngomo 18 0 0 23 Sep 2024
From Semantics to Hierarchy: A Hybrid Euclidean-Tangent-Hyperbolic Space Model for Temporal Knowledge Graph Reasoning Siling Feng Zhisheng Qi Cong Lin 29 0 0 30 Aug 2024
Graph Representation Learning via Causal Diffusion for Out-of-Distribution Recommendation Chu Zhao Enneng Yang Yuliang Liang Pengxiang Lan Yuting Liu Jianzhe Zhao Guibing Guo Xingwei Wang OOD DiffM CML 53 5 0 01 Aug 2024
Review of Explainable Graph-Based Recommender Systems Thanet Markchom Huizhi Liang James Ferryman XAI 21 0 0 31 Jul 2024
Finetuning Generative Large Language Models with Discrimination Instructions for Knowledge Graph Completion Yang Liu Xiaobin Tian Zequn Sun Wei Hu 38 3 0 23 Jul 2024
Heterogeneous Hypergraph Embedding for Recommendation Systems Darnbi Sakong Viet Hung Vu T. T. Huynh Phi Le Nguyen Hongzhi Yin Quoc Viet Hung Nguyen Thanh Tam Nguyen 23 0 0 04 Jul 2024
A Survey on Data Quality Dimensions and Tools for Machine Learning Yuhan Zhou Fengjiao Tu Kewei Sha Junhua Ding Haihua Chen 46 4 0 28 Jun 2024
Cross-domain Transfer of Valence Preferences via a Meta-optimization Approach Chuang Zhao Hongke Zhao Ming He Xiaomeng Li Jianping Fan 34 0 0 24 Jun 2024
PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers Myeonghwa Lee Seonho An Min-Soo Kim 3DV RALM 39 18 0 18 Jun 2024
LinkQ: An LLM-Assisted Visual Interface for Knowledge Graph Question-Answering Harry Li G. Appleby Ashley Suh 43 1 0 07 Jun 2024
Cold-start Recommendation by Personalized Embedding Region Elicitation Hieu Trung Nguyen Duy Nguyen Khoa D. Doan Viet Anh Nguyen 31 0 0 03 Jun 2024
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey Thai-Hoc Vu Senthil Kumar Jagatheesaperumal Minh-Duong Nguyen Nguyen Van Huynh Sunghwan Kim Viet Quoc Pham 39 8 0 30 May 2024
Keyword-driven Retrieval-Augmented Large Language Models for Cold-start User Recommendations Hai-Dang Kieu Minh-Duc Nguyen T. Nguyen Dung D. Le RALM LRM 79 2 0 30 May 2024
AMCEN: An Attention Masking-based Contrastive Event Network for Two-stage Temporal Knowledge Graph Reasoning Jing Yang Tianlin Li Yutong Wang Jiawei Wang Fei-Yue Wang 48 0 0 16 May 2024
CleanGraph: Human-in-the-loop Knowledge Graph Refinement and Completion Tyler Bikaun Michael Stewart Wei Liu 25 0 0 07 May 2024
Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures Thanh Toan Nguyen Quoc Viet Hung Nguyen Thanh Tam Nguyen T. T. Huynh Thanh Thi Nguyen Matthias Weidlich Hongzhi Yin AAML 29 21 0 23 Apr 2024
Zero-Shot Relational Learning for Multimodal Knowledge Graphs Rui Cai Shichao Pei Xiangliang Zhang 24 4 0 09 Apr 2024
Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction Bowen Zhang Harold Soh 34 17 0 05 Apr 2024
Comprehensible Artificial Intelligence on Knowledge Graphs: A survey Simon Schramm C. Wehner Ute Schmid 33 25 0 04 Apr 2024
Bilateral Unsymmetrical Graph Contrastive Learning for Recommendation Jiaheng Yu Jing Li Yue He Kai Zhu Shuyi Zhang Wen Hu 16 0 0 22 Mar 2024
Knowledge-Enhanced Recommendation with User-Centric Subgraph Network Guangyi Liu Quanming Yao Yongqi Zhang Lei Chen 24 2 0 21 Mar 2024
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning F. Mumuni A. Mumuni AAML 37 5 0 11 Mar 2024
TRAWL: External Knowledge-Enhanced Recommendation with LLM Assistance Weiqing Luo Chonggang Song Lingling Yi Gong Cheng 14 2 0 11 Mar 2024
HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning Hanning Chen Yang Ni Ali Zakeri Zhuowen Zou Sanggeon Yun Fei Wen Behnam Khaleghi Narayan Srinivasa Hugo Latapie Mohsen Imani 33 1 0 09 Mar 2024
Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks Marco De Nadai Francesco Fabbri Paul Gigioli Alice Wang Ang Li ... Sandeep Ghael David Nyhan Hugues Bouchard M. Lalmas Andreas Damianou 34 11 0 08 Mar 2024