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Learning from Hierarchical Structure of Knowledge Graph for Recommendation

https://doi.org/10.1145/3595632
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1145/2365952.2365969openalex-snapshot
On top-k recommendation using social networks
inferredcites →https://doi.org/10.1145/2939672.2939673openalex-snapshot
Collaborative Knowledge Base Embedding for Recommender Systems
inferredcites →https://doi.org/10.1145/2959100.2959131openalex-snapshot
Personalized Recommendations using Knowledge Graphs
inferredcites →https://doi.org/10.1145/3219819.3219965openalex-snapshot
Leveraging Meta-path based Context for Top- N Recommendation with A Neural Co-Attention Model
inferredcites →https://doi.org/10.1145/3240323.3240361openalex-snapshot
Recurrent knowledge graph embedding for effective recommendation
inferredcites →https://doi.org/10.1145/3292500.3330989openalex-snapshot
KGAT
inferredcites →https://doi.org/10.1145/3298689openalex-snapshot
Proceedings of the 13th ACM Conference on Recommender Systems
inferredcites →https://doi.org/10.1145/3308558.3313607openalex-snapshot
Jointly Learning Explainable Rules for Recommendation with Knowledge Graph
inferredcites →https://doi.org/10.1145/3308558.3313705openalex-snapshot
Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences
inferredcites →https://doi.org/10.1145/3331184.3331267openalex-snapshot
Neural Graph Collaborative Filtering
inferredcites →https://doi.org/10.1145/3340531.3411996openalex-snapshot
DisenHAN: Disentangled Heterogeneous Graph Attention Network for Recommendation
inferredcites →https://doi.org/10.1145/3361738openalex-snapshot
Explainable Product Search with a Dynamic Relation Embedding Model
inferredcites →https://doi.org/10.1145/3394486.3403050openalex-snapshot
An Efficient Neighborhood-based Interaction Model for Recommendation on Heterogeneous Graph
inferredcites →https://doi.org/10.1145/3397271.3401063openalex-snapshot
LightGCN
inferredcites →https://doi.org/10.1145/3397271.3401131openalex-snapshot
Make It a Chorus
inferredcites →https://doi.org/10.1145/3397271.3401137openalex-snapshot
Disentangled Graph Collaborative Filtering
inferredcites →https://doi.org/10.1145/3397271.3401141openalex-snapshot
CKAN
inferredcites →https://doi.org/10.1145/3404835.3462835openalex-snapshot
UGRec: Modeling Directed and Undirected Relations for Recommendation
inferredcites →https://doi.org/10.1145/3442381.3449788openalex-snapshot
Disentangling User Interest and Conformity for Recommendation with Causal Embedding
inferredcites →https://doi.org/10.1145/3442381.3450133openalex-snapshot
Learning Intents behind Interactions with Knowledge Graph for Recommendation
inferredcites →https://doi.org/10.1145/3464304openalex-snapshot
Knowledge-Guided Disentangled Representation Learning for Recommender Systems
inferredcites →https://doi.org/10.1145/3477495.3531987openalex-snapshot
HAKG
inferredcites →https://doi.org/10.1145/3488560.3498414openalex-snapshot
Joint Learning of E-commerce Search and Recommendation with a Unified Graph Neural Network
inferredcites →https://doi.org/10.1145/3488560.3498419openalex-snapshot
Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware Recommendation
inferredcites →https://doi.org/10.1145/3488560.3498505openalex-snapshot
Heterogeneous Global Graph Neural Networks for Personalized Session-based Recommendation
inferredcites →https://doi.org/10.1145/3488560.3498515openalex-snapshot
Reinforcement Learning over Sentiment-Augmented Knowledge Graphs towards Accurate and Explainable Recommendation
inferredcites →https://doi.org/10.1145/3511019openalex-snapshot
KR-GCN: Knowledge-Aware Reasoning with Graph Convolution Network for Explainable Recommendation
inferredcites →https://doi.org/10.1145/3527662openalex-snapshot
Knowledge-Enhanced Attributed Multi-Task Learning for Medicine Recommendation
inferredcites →https://doi.org/10.1145/3528668openalex-snapshot
A Multi-channel Hierarchical Graph Attention Network for Open Event Extraction
inferredcites →https://doi.org/10.1145/3535335openalex-snapshot
On sampled metrics for item recommendation
inferredcites →https://doi.org/10.1145/3543507.3583439openalex-snapshot
Multi-Behavior Recommendation with Cascading Graph Convolution Networks
inferredcites →https://doi.org/10.1145/3568022openalex-snapshot
A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions
inferredcites →https://doi.org/10.1145/3639048openalex-snapshot
Causal Inference in Recommender Systems: A Survey and Future Directions
inferredcites →https://doi.org/10.1609/aaai.v28i1.8870openalex-snapshot
Knowledge Graph Embedding by Translating on Hyperplanes
inferredcites →https://doi.org/10.1609/aaai.v33i01.33015329openalex-snapshot
Explainable Reasoning over Knowledge Graphs for Recommendation
inferredcites →https://doi.org/10.18653/v1/d15-1034openalex-snapshot
Composing Relationships with Translations
inferredcites →https://doi.org/10.18653/v1/d15-1038openalex-snapshot
Traversing Knowledge Graphs in Vector Space
inferredcites →https://doi.org/10.18653/v1/e17-1013openalex-snapshot
Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks
inferredcites →https://doi.org/10.3115/v1/p15-1067openalex-snapshot
Knowledge Graph Embedding via Dynamic Mapping Matrix
inferredcites →https://doi.org/10.3390/a11090137openalex-snapshot
Learning Heterogeneous Knowledge Base Embeddings for Explainable Recommendation
inferredcites →https://doi.org/10.4304/jcp.6.9.1896-1902openalex-snapshot
Solving the Sparsity Problem in Recommender Systems Using Association Retrieval
inferredcites →https://doi.org/10.48550/arxiv.1902.01475openalex-snapshot
HAHE: Hierarchical Attentive Heterogeneous Information Network Embedding
inferredcites →https://doi.org/10.48550/arxiv.2111.00787openalex-snapshot
Knowledge-driven Site Selection via Urban Knowledge Graph

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-981-95-0017-8_32openalex-snapshot
Enhanced Temporal Knowledge Graph Forecasting with Historical and Non-Historical Contrastive Learning
inferred← citeshttps://doi.org/10.1007/s10961-025-10258-yopenalex-snapshot
A novel method to identify potential collaborators with a patent-based knowledge graph
inferred← citeshttps://doi.org/10.1007/s11227-024-06344-xopenalex-snapshot
DEKGCI: A double-ended recommendation model for integrating knowledge graph and user–item interaction graph
inferred← citeshttps://doi.org/10.1016/j.ins.2024.121345openalex-snapshot
A hierarchical and interlamination graph self-attention mechanism-based knowledge graph reasoning architecture
inferred← citeshttps://doi.org/10.1016/j.neunet.2024.106675openalex-snapshot
Knowledge-reinforced explainable next basket recommendation
inferred← citeshttps://doi.org/10.1109/access.2024.3464733openalex-snapshot
Knowledge Graph-Enhanced Hierarchical Reinforcement Learning for Interactive and Explainable Recommendation
inferred← citeshttps://doi.org/10.1109/aiea62095.2024.10692434openalex-snapshot
Knowledge Graph-Based Dual Feature Aggregation Recommendation Model
inferred← citeshttps://doi.org/10.1109/taslpro.2026.3671971openalex-snapshot
Role-Pair Event Tracing Graph for Joint Document-Level Event Extraction
inferred← citeshttps://doi.org/10.1145/3589132.3625628openalex-snapshot
Modeling Multi-Grained User Preference in Location Visitation
inferred← citeshttps://doi.org/10.1145/3652857openalex-snapshot
A Novel Framework for Joint Learning of City Region Partition and Representation
inferred← citeshttps://doi.org/10.1145/3696662openalex-snapshot
Denoising Alignment with Large Language Model for Recommendation
inferred← citeshttps://doi.org/10.1145/3729223openalex-snapshot
Geometric-Augmented Self-Distillation for Graph-Based Recommendation
inferred← citeshttps://doi.org/10.1145/3811911openalex-snapshot
MGCD: Multiple-Granularity Cognitive Diagnosis in Intelligent Education Systems
inferred← citeshttps://doi.org/10.1515/nleng-2024-0087openalex-snapshot
Intelligent accounting question-answering robot based on a large language model and knowledge graph
inferred← citeshttps://doi.org/10.32604/cmc.2023.046560openalex-snapshot
Recommendation Method for Contrastive Enhancement of Neighborhood Information
inferred← citeshttps://doi.org/10.3390/math12030450openalex-snapshot
Semantic-Enhanced Knowledge Graph Completion
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