Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2003.00911
Cited By
A Survey on Knowledge Graph-Based Recommender Systems
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2020
28 February 2020
Qingyu Guo
Fuzhen Zhuang
Chuan Qin
Hengshu Zhu
Xing Xie
Hui Xiong
Qing He
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"A Survey on Knowledge Graph-Based Recommender Systems"
50 / 171 papers shown
Elastic Weight Consolidation for Knowledge Graph Continual Learning: An Empirical Evaluation
Gaganpreet Jhajj
Fuhua Lin
CLL
KELM
261
1
0
01 Dec 2025
Plan of Knowledge: Retrieval-Augmented Large Language Models for Temporal Knowledge Graph Question Answering
Xinying Qian
Ying Zhang
Yu Zhao
Baohang Zhou
Xuhui Sui
Xiaojie Yuan
RALM
371
3
0
06 Nov 2025
KGBridge: Knowledge-Guided Prompt Learning for Non-overlapping Cross-Domain Recommendation
Y. Wang
Qing Xie
Zhifeng Bao
Mengzi Tang
Lin Li
Yongjian Liu
156
0
0
04 Nov 2025
Effectiveness of LLMs in Temporal User Profiling for Recommendation
Milad Sabouri
M. Mansoury
Kun-hsien Lin
B. Mobasher
138
0
0
31 Oct 2025
ELMM: Efficient Lightweight Multimodal Large Language Models for Multimodal Knowledge Graph Completion
Wei Huang
Peining Li
Meiyu Liang
Xu Hou
Junping Du
Yingxia Shao
Guanhua Ye
Wu Liu
Kangkang Lu
Yang Yu
VLM
319
1
0
19 Oct 2025
Improving Knowledge Graph Embeddings through Contrastive Learning with Negative Statements
Rita T. Sousa
Heiko Paulheim
127
0
0
13 Oct 2025
Integrating Sequential and Relational Modeling for User Events: Datasets and Prediction Tasks
Rizal Fathony
Igor Melnyk
Owen Reinert
Nam H. Nguyen
Daniele Rosa
C. Bayan Bruss
AI4TS
345
1
0
13 Oct 2025
Unifying Deductive and Abductive Reasoning in Knowledge Graphs with Masked Diffusion Model
Yisen Gao
Jiaxin Bai
Yi Huang
Xingcheng Fu
Qingyun Sun
Yangqiu Song
DiffM
211
2
0
13 Oct 2025
Parallel and Multi-Stage Knowledge Graph Retrieval for Behaviorally Aligned Financial Asset Recommendations
Fernando Spadea
Oshani Seneviratne
AIFin
91
1
0
08 Oct 2025
A Knowledge Graph-based Retrieval-Augmented Generation Framework for Algorithm Selection in the Facility Layout Problem
Nikhil N S
Amol Dilip Joshi
Bilal Muhammed
Soban Babu
139
0
0
22 Sep 2025
Graph-Enhanced Retrieval-Augmented Question Answering for E-Commerce Customer Support
International Journal of Complexity in Applied Science and Technology (IJCAST), 2025
Piyushkumar Patel
RALM
221
2
0
15 Sep 2025
Towards Multi-Aspect Diversification of News Recommendations Using Neuro-Symbolic AI for Individual and Societal Benefit
Markus Reiter-Haas
Elisabeth Lex
150
0
0
02 Sep 2025
Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning
Yu Liu
Yanan Cao
Xixun Lin
Yanmin Shang
S. Wang
Shirui Pan
ALM
182
5
0
01 Sep 2025
Enhancing Semantic Document Retrieval- Employing Group Steiner Tree Algorithm with Domain Knowledge Enrichment
Apurva Kulkarni
Chandrashekar Ramanathan
Vinu E Venugopal
131
0
0
28 Aug 2025
Enhancing PyKEEN with Multiple Negative Sampling Solutions for Knowledge Graph Embedding Models
Claudia d’Amato
Ivan Diliso
N. Fanizzi
Zafar Saeed
186
1
0
07 Aug 2025
Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems
Zhaoyan Wang
Hyunjun Ahn
In-Young Ko
198
0
0
28 Jul 2025
Multi-Interest Recommendation: A Survey
Zihao Li
Qiang Chen
Lixin Zou
Aixin Sun
Chenliang Li
AI4TS
325
0
0
18 Jun 2025
Bridging RDF Knowledge Graphs with Graph Neural Networks for Semantically-Rich Recommender Systems
Michael Färber
David Lamprecht
Yuni Susanti
207
0
0
10 Jun 2025
T-TExTS (Teaching Text Expansion for Teacher Scaffolding): Enhancing Text Selection in High School Literature through Knowledge Graph-Based Recommendation
Nirmal Gelal
Chloe Snow
Ambyr Rios
Hande Küçük McGinty
321
1
0
06 Jun 2025
Combining social relations and interaction data in Recommender System with Graph Convolution Collaborative Filtering
IEEE Access (IEEE Access), 2025
Tin T. Tran
V. Snasel
Loc Tan Nguyen
320
7
0
03 Jun 2025
Rethinking Regularization Methods for Knowledge Graph Completion
Linyu Li
Zhi Jin
Yuanpeng He
Dongming Jin
Haoran Duan
Zhengwei Tao
Xuan Zhang
Jiandong Li
OffRL
305
7
0
29 May 2025
GenIC: An LLM-Based Framework for Instance Completion in Knowledge Graphs
Amel Gader
Alsayed Algergawy
178
0
0
29 May 2025
Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Yin Hua
Zhiqiang Liu
M. Ben-Chen
Zheng Fang
Chi-Man Wong
Lingxiao Li
Chi Man Vong
Ningyu Zhang
Wen Zhang
ReLM
LRM
233
2
0
28 May 2025
Align-GRAG: Anchor and Rationale Guided Dual Alignment for Graph Retrieval-Augmented Generation
Derong Xu
Pengyue Jia
Xiaopeng Li
Yingyi Zhang
Xinjian Zhao
...
Yichao Wang
Huifeng Guo
Ruiming Tang
Enhong Chen
Tong Xu
RALM
372
4
0
22 May 2025
Display Content, Display Methods and Evaluation Methods of the HCI in Explainable Recommender Systems: A Survey
Weiqing Li
Yue Xu
Yuefeng Li
Yinghui Huang
215
1
0
14 May 2025
ReCDAP: Relation-Based Conditional Diffusion with Attention Pooling for Few-Shot Knowledge Graph Completion
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Jeongho Kim
Chanyeong Heo
Jaehee Jung
355
0
0
12 May 2025
Modeling Musical Genre Trajectories through Pathlet Learning
User Modeling, Adaptation, and Personalization (UMAP), 2025
Lilian Marey
Charlotte Laclau
Bruno Sguerra
Tiphaine Viard
Manuel Moussallam
204
2
0
06 May 2025
Towards Explainable Temporal User Profiling with LLMs
User Modeling, Adaptation, and Personalization (UMAP), 2025
Milad Sabouri
M. Mansoury
Kun-hsien Lin
B. Mobasher
405
5
0
01 May 2025
On Large-scale Evaluation of Embedding Models for Knowledge Graph Completion
Nasim Shirvani-Mahdavi
F. Akrami
Chengkai Li
348
3
0
11 Apr 2025
Detecting underdetermination in parameterized quantum circuits
Marie Kempkes
Jakob Spiegelberg
Evert van Nieuwenburg
Vedran Dunjko
345
1
0
04 Apr 2025
Knowledge Graph Completion with Mixed Geometry Tensor Factorization
International Conference on Artificial Intelligence and Statistics (AISTATS), 2025
Viacheslav Yusupov
Maxim Rakhuba
Evgeny Frolov
351
2
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
322
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
331
3
0
27 Feb 2025
Dynamic Knowledge Selector and Evaluator for recommendation with Knowledge Graph
Feng Xia
Zhifei Hu
282
1
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
259
0
0
15 Feb 2025
Unsupervised Entity Alignment Based on Personalized Discriminative Rooted Tree
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2025
Yaming Yang
Zhe Wang
Ziyu Guan
Wei Zhao
Xinyan Huang
Xiaofei He
439
1
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
489
3
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
950
0
0
31 Jan 2025
RecKG: Knowledge Graph for Recommender Systems
ACM Symposium on Applied Computing (SAC), 2024
Junhyuk Kwon
Seokho Ahn
Young-Duk Seo
395
8
0
08 Jan 2025
Learning from Heterogeneity: A Dynamic Learning Framework for Hypergraphs
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2023
Tiehua Zhang
Yuze Liu
Zhishu Shen
Jiabo He
Xin Chen
Xiaowei Huang
Jun-Jian Yin
478
15
0
31 Dec 2024
Topic-Aware Knowledge Graph with Large Language Models for Interoperability in Recommender Systems
ACM Symposium on Applied Computing (SAC), 2024
Minhye Jeon
Seokho Ahn
Young-Duk Seo
490
2
0
28 Dec 2024
Knowledge-Enhanced Conversational Recommendation via Transformer-based Sequential Modelling
Jie Zou
Aixin Sun
Cheng Long
Evangelos Kanoulas
LMTD
515
12
0
03 Dec 2024
UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction
Zhiqiang Liu
Yin Hua
Yin Hua
Zhuo Chen
Ziqi Liu
Lei Liang
Ningyu Zhang
Wen Zhang
AI4TS
629
5
0
11 Nov 2024
Capturing and Anticipating User Intents in Data Analytics via Knowledge Graphs
Gerard Pons
Besim Bilalli
Anna Queralt
253
1
0
01 Nov 2024
Path-based summary explanations for graph recommenders -- extended version
Danae Pla Karidi
E. Pitoura
307
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
278
1
0
28 Oct 2024
Crafting Tomorrow: The Influence of Design Choices on Fresh Content in Social Media Recommendation
Srijan Saket
Mohit Agarwal
Rishabh Mehrotra
223
3
0
19 Oct 2024
Comprehending Knowledge Graphs with Large Language Models for Recommender Systems
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2024
Ziqiang Cui
Yunpeng Weng
Xing Tang
Fuyuan Lyu
Dugang Liu
Xiuqiang He
Chen Ma
555
21
0
16 Oct 2024
Comparative Performance of Collaborative Bandit Algorithms: Effect of Sparsity and Exploration Intensity
Eren Ozbay
Ashkan Golgoon
381
1
0
15 Oct 2024
Embedding Knowledge Graph in Function Spaces
International Conference on Information and Knowledge Management (CIKM), 2024
Louis Mozart Kamdem Teyou
Caglar Demir
Axel-Cyrille Ngonga Ngomo
319
1
0
23 Sep 2024
1
2
3
4
Next
Page 1 of 4
