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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1137/1.9781611974010.7openalex-snapshot
Spectral Embedding of Signed Networks
inferredcites →https://doi.org/10.1137/1.9781611974973.37openalex-snapshot
Signed Network Embedding in Social Media
inferredcites →https://doi.org/10.1145/1772690.1772756openalex-snapshot
Predicting positive and negative links in online social networks
inferredcites →https://doi.org/10.1145/2168752.2168771openalex-snapshot
Factorization Machines with libFM
inferredcites →https://doi.org/10.1145/2488388.2488517openalex-snapshot
Predicting positive and negative links in signed social networks by transfer learning
inferredcites →https://doi.org/10.1145/2556195.2556259openalex-snapshot
Personalized entity recommendation
inferredcites →https://doi.org/10.1145/2684822.2685295openalex-snapshot
Negative Link Prediction in Social Media
inferredcites →https://doi.org/10.1145/2766462.2767694openalex-snapshot
Learning Hierarchical Representation Model for NextBasket Recommendation
inferredcites →https://doi.org/10.1145/2783258.2783296openalex-snapshot
Heterogeneous Network Embedding via Deep Architectures
inferredcites →https://doi.org/10.1145/2939672.2939673openalex-snapshot
Collaborative Knowledge Base Embedding for Recommender Systems
inferredcites →https://doi.org/10.1145/2939672.2939751openalex-snapshot
Asymmetric Transitivity Preserving Graph Embedding
inferredcites →https://doi.org/10.1145/2939672.2939753openalex-snapshot
Structural Deep Network Embedding
inferredcites →https://doi.org/10.1145/2956185openalex-snapshot
A Survey of Signed Network Mining in Social Media
inferredcites →https://doi.org/10.1145/3018661.3018667openalex-snapshot
Label Informed Attributed Network Embedding
inferredcites →https://doi.org/10.1145/3132847.3132889openalex-snapshot
Joint Topic-Semantic-aware Social Recommendation for Online Voting
inferredcites →https://doi.org/10.1145/988672.988727openalex-snapshot
Propagation of trust and distrust
inferredcites →https://doi.org/10.1609/aaai.v31i1.10747openalex-snapshot
A Hybrid Collaborative Filtering Model with Deep Structure for Recommender Systems
inferredcites →https://doi.org/10.1609/aaai.v31i1.10878openalex-snapshot
Scalable Graph Embedding for Asymmetric Proximity
inferredcites →https://doi.org/10.18653/v1/d15-1298openalex-snapshot
PhraseRNN: Phrase Recursive Neural Network for Aspect-based Sentiment Analysis
inferredcites →https://doi.org/10.5555/1953048.2021068openalex-snapshot
Adaptive Subgradient Methods for Online Learning and Stochastic Optimization
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Single&Cross: A Graph-Enhanced Framework for Cross-Domain Recommendation with Transfer Learning
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High Order Semantic Relations-Based Temporal Recommendation Model by Collaborative Knowledge Graph Learning
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KGWD: Knowledge Graph Based Wide & Deep Framework for Recommendation
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Particle Competition for Unbalanced Community Detection in Complex Networks
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Key Nodes Cluster Augmented Embedding for Heterogeneous Information Networks
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HisRec: Bridging Heterogeneous Information Spaces for Recommendation via Attentive Embedding
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Query-Based Recommendation by HIN Embedding with PRE-LSTM
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Graph Attention Networks for New Product Sales Forecasting in E-Commerce
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Recommending Online Course Resources Based on Knowledge Graph
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User Interaction-Aware Knowledge Graphs for Recommender Systems
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Disentangled Contrastive Learning for Knowledge-Aware Recommender System
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Ada2vec: Adaptive Representation Learning for Large-Scale Dynamic Heterogeneous Networks
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Explaining Translational Embedding Models in Recommender Systems Using Knowledge Graphs and Language Models
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Attributed Network Embedding with Micro-meso Structure
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SERL: Semantic-Path Biased Representation Learning of Heterogeneous Information Network
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Structure-Preserved Heterogeneous Graph Representation
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Dynamic Heterogeneous Graph Representation
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Multi-task Feature Learning for Social Recommendation
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Common and Special Embedding-Based Collaborative Filtering
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Opinion Similarity Regulated Public Opinion Network Embedding
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Multi-relation Neural Network Recommendation Model Based on Knowledge Graph Embedding Algorithm
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Enhancing Recommender System with Multi-modal Knowledge Graph
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Multimedia content recommendation algorithm based on behavior and knowledge feature embedding
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Over a decade of social opinion mining: a systematic review
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Heterogeneous graph neural networks analysis: a survey of techniques, evaluations and applications
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RETRACTED ARTICLE: Advanced lightweight feature interaction in deep neural networks for improving the prediction in click through rate
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Personalized recommendation system based on knowledge embedding and historical behavior
inferred← citeshttps://doi.org/10.1007/s10489-022-03620-2openalex-snapshot
Social-RippleNet: Jointly modeling of ripple net and social information for recommendation
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Fusing heterogeneous information for multi-modal attributed network embedding
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An interlayer feature fusion-based heterogeneous graph neural network
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Joint modeling of user and item preferences with interaction frequency and attention for knowledge graph-based recommendation
inferred← citeshttps://doi.org/10.1007/s10489-024-05657-xopenalex-snapshot
Knowledge graph-based recommendation with knowledge noise reduction and data augmentation
inferred← citeshttps://doi.org/10.1007/s10489-025-06446-wopenalex-snapshot
HKGAT: heterogeneous knowledge graph attention network for explainable recommendation system
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Deep graph embedding learning based on multi-variational graph autoencoders for POI recommendation
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Shale wastewater treatment policies recommended by integrated knowledge graph and probability-based algorithms
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Incorporating communities’ structures in predictions of missing links
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Knowledge-enhanced graph convolutional network for recommendation
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Knowledge Graph Attention Network with Attribute Significance for Personalized Recommendation
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Non-pairwise Collaborative Filtering
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OFNE: a framework of opinion features regulated network embedding
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DEKGCI: A double-ended recommendation model for integrating knowledge graph and user–item interaction graph
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Group-level personality detection based on text generated networks
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Sparse relation prediction based on hypergraph neural networks in online social networks
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McHa: a multistage clustering-based hierarchical attention model for knowledge graph-aware recommendation
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When large language models meet personalization: perspectives of challenges and opportunities
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Adversarial Heterogeneous Network Embedding with Metapath Attention Mechanism
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Sentiment analysis using deep learning approaches: an overview
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AENEA: A novel autoencoder-based network embedding algorithm
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Heterogeneous Graph Network Embedding for Sentiment Analysis on Social Media
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Context Aware Sentiment Link Prediction in Heterogeneous Social Network
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Enhanced link prediction using sentiment attribute and community detection
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MGRL: attributed multiplex heterogeneous network representation learning based on multi-granularity information fusion
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Multiple heterogeneous network representation learning based on multi-granularity fusion
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KAT: knowledge-aware attentive recommendation model integrating two-terminal neighbor features
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A Regularized Convex Nonnegative Matrix Factorization Model for signed network analysis
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Multiplex network embedding for implicit sentiment analysis
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Network representation learning: models, methods and applications
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MFF-CF: a multi-feature fused collaborative filtering framework for personalized learning resource recommendation in smart education
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KMPR-AEP: Knowledge-Enhanced Multi-task Parallelized Recommendation Algorithm Incorporating Attention-Embedded Propagation
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Hierarchical label with imbalance and attributed network structure fusion for network embedding
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A comprehensive review of recommender systems: Transitioning from theory to practice
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HMKRec: Optimize multi-user representation by hypergraph motifs for knowledge-aware recommendation
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Personalized news recommendations based on knowledge graph with relational path guidance
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A recommendation algorithm based on fine-grained feature analysis
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KLGCN: Knowledge graph-aware Light Graph Convolutional Network for recommender systems
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Explicable recommendation based on knowledge graph
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A structure-characteristic-aware network embedding model via differential evolution
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Categorization of knowledge graph based recommendation methods and benchmark datasets from the perspectives of application scenarios: A comprehensive survey
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KGAN: Knowledge Grouping Aggregation Network for course recommendation in MOOCs
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Feature interactive graph neural network for KG-based recommendation
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GAN-based self-supervised message passing graph representation learning
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Knowledge graph fine-grained network with attribute transfer for recommendation
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Trust-aware recommendation based on heterogeneous multi-relational graphs fusion
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Triple-supervised progressive contrastive learning for heterogeneous graph embedding
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Variational autoencoder based bipartite network embedding by integrating local and global structure
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DeepEmLAN: Deep embedding learning for attributed networks
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WSHE: User feedback-based weighted signed heterogeneous information network embedding
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Knowledge graph-based multi-context-aware recommendation algorithm
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Siamese Graph-Based Dynamic Matching for Collaborative Filtering
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A hierarchical fused fuzzy deep neural network with heterogeneous network embedding for recommendation
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Meta-Circuit machine: Inferencing human collaborative relationships in heterogeneous information networks
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On exploring the impact of users’ bullish-bearish tendencies in online community on the stock market
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Bilateral knowledge graph enhanced online course recommendation
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Using knowledge graph and RippleNet algorithms to fulfill smart recommendation of water use policies during shale resources development
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Multi-view learning-based heterogeneous network representation learning
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A multidimensional network link prediction algorithm and its application for predicting social relationships
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Network embedding by fusing multimodal contents and links
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Towards reliable online clickbait video detection: A content-agnostic approach
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Weighted meta paths and networking embedding for patent technology trade recommendations among subjects
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Supervised link prediction in multiplex networks
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Joint Topic-Semantic-aware Social Matrix Factorization for online voting recommendation
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CMG2Vec: A composite meta-graph based heterogeneous information network embedding approach
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KCRec: Knowledge-aware representation Graph Convolutional Network for Recommendation
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A novel KG-based recommendation model via relation-aware attentional GCN
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Heterogeneous network influence maximization algorithm based on multi-scale propagation strength and repulsive force of propagation field
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Semantic relation-aware graph attention network with noise augmented layer-wise contrastive learning for recommendation
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Enriching Non-negative Matrix Factorization with Contextual Embeddings for Recommender Systems
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Deep heterogeneous network embedding based on Siamese Neural Networks
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NEW: A generic learning model for tie strength prediction in networks
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Learning heterogeneous information network embeddings via relational triplet network
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Graph Neural Network with curriculum learning for imbalanced node classification
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Multi-task convolutional deep neural network for recommendation based on knowledge graphs
inferred← citeshttps://doi.org/10.1016/j.neunet.2024.106595openalex-snapshot
MIGP: Metapath Integrated Graph Prompt Neural Network
inferred← citeshttps://doi.org/10.1016/j.osnem.2022.100222openalex-snapshot
Exploiting optimised communities in directed weighted graphs for link prediction
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Rich heterogeneous information preserving network representation learning
inferred← citeshttps://doi.org/10.1016/j.patcog.2023.109870openalex-snapshot
Heterogeneous network representation learning based on role feature extraction
inferred← citeshttps://doi.org/10.1016/j.patrec.2021.07.022openalex-snapshot
Collaborative filtering grounded on knowledge graphs
inferred← citeshttps://doi.org/10.1038/s41598-025-03531-5openalex-snapshot
R-CKGAT: a recommendation algorithm based on scientific fitness knowledge graph
inferred← citeshttps://doi.org/10.1038/s41598-025-14150-5openalex-snapshot
Knowledge graph convolutional networks with user preferences for course recommendation
inferred← citeshttps://doi.org/10.1038/s41598-025-24276-1openalex-snapshot
An adaptive semantic retrieval framework for digital libraries integrating graph neural networks, ontology, and user behavior
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Attributed network embedding with dual fusion strategies
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SNSAlib: A python library for analyzing signed network
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Hierarchical User Intention–Preference for Sequential Recommendation with Relation-Aware Heterogeneous Information Network Embedding
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Multi-view Dynamic Heterogeneous Information Network Embedding
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selfRL: Two-Level Self-Supervised Transformer Representation Learning for Link Prediction of Heterogeneous Biomedical Networks
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PGRC: an explainable recommendation method enhanced by knowledge graph and reinforcement learning
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Research on Recommendation Method Based on Fusion of Knowledge Graph and Behavioral Time Interval
inferred← citeshttps://doi.org/10.1109/access.2019.2902398openalex-snapshot
HI2Rec: Exploring Knowledge in Heterogeneous Information for Movie Recommendation
inferred← citeshttps://doi.org/10.1109/access.2019.2932466openalex-snapshot
Unifying Task-Oriented Knowledge Graph Learning and Recommendation
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Integrating Sign Prediction With Behavior Prediction for Signed Heterogeneous Information Networks
inferred← citeshttps://doi.org/10.1109/access.2019.2939172openalex-snapshot
A Unified Link Prediction Framework for Predicting Arbitrary Relations in Heterogeneous Academic Networks
inferred← citeshttps://doi.org/10.1109/access.2019.2941729openalex-snapshot
Marc: Multi-Granular Representation Learning for Networks Based on the 3-Clique
inferred← citeshttps://doi.org/10.1109/access.2019.2946391openalex-snapshot
Social Influence Maximization for Public Health Campaigns
inferred← citeshttps://doi.org/10.1109/access.2020.2981487openalex-snapshot
Overlapping Community Detection in Weighted Temporal Text Networks
inferred← citeshttps://doi.org/10.1109/access.2020.3011279openalex-snapshot
MRP2Rec: Exploring Multiple-Step Relation Path Semantics for Knowledge Graph-Based Recommendations
inferred← citeshttps://doi.org/10.1109/access.2020.3037656openalex-snapshot
Task-Guided Context-Path Embedding in Temporal Heterogeneous Networks
inferred← citeshttps://doi.org/10.1109/access.2021.3115605openalex-snapshot
A Label Propagation Based Node Clustering Algorithm in Heterogeneous Information Networks
inferred← citeshttps://doi.org/10.1109/access.2021.3116226openalex-snapshot
SgWalk: Location Recommendation by User Subgraph-Based Graph Embedding
inferred← citeshttps://doi.org/10.1109/access.2022.3172746openalex-snapshot
Heterogeneous Information Network Representation Learning Incorporating Community Structure
inferred← citeshttps://doi.org/10.1109/access.2022.3174197openalex-snapshot
Recommender Systems Based on Graph Embedding Techniques: A Review
inferred← citeshttps://doi.org/10.1109/access.2023.3278609openalex-snapshot
Top-N Knowledge Concept Recommendations in MOOCs Using a Neural Co-Attention Model
inferred← citeshttps://doi.org/10.1109/access.2024.3400788openalex-snapshot
Hierarchically Coupled View-Crossing Contrastive Learning for Knowledge Enhanced Recommendation
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Attributed Network Representation Learning Approaches for Link Prediction
inferred← citeshttps://doi.org/10.1109/bigdata47090.2019.9005677openalex-snapshot
Deep Tensor Factorization for Multi-Criteria Recommender Systems
inferred← citeshttps://doi.org/10.1109/bigdia51454.2020.00016openalex-snapshot
Empowering Knowledge Graph Construction with Hyper-graph for Personalized Recommendation
inferred← citeshttps://doi.org/10.1109/cacml55074.2022.00110openalex-snapshot
Recommendation algorithm for agricultural products based on attention factor decomposer and knowledge graph
inferred← citeshttps://doi.org/10.1109/cbd58033.2022.00022openalex-snapshot
A Knowledge Graph-based Interactive Recommender System Using Reinforcement Learning
inferred← citeshttps://doi.org/10.1109/csei47661.2019.8938875openalex-snapshot
A Survey of Recommendation Algorithms Based on Knowledge Graph Embedding
inferred← citeshttps://doi.org/10.1109/cste64638.2025.11092282openalex-snapshot
Enhancing Knowledge-Aware Recommender Systems with Multi-Level Cross-View Contrastive Learning
inferred← citeshttps://doi.org/10.1109/dasc/picom/cbdcom/cy59711.2023.10361412openalex-snapshot
A Multi-Channel Composite Recommendation Method in Federated Learning
inferred← citeshttps://doi.org/10.1109/dsc.2018.00139openalex-snapshot
Representation Learning Based on Influence of Node for Multiplex Network
inferred← citeshttps://doi.org/10.1109/icaibd51990.2021.9459108openalex-snapshot
A Model Hybrid Recommendation Approach Based on Knowledge Graph Convolution Networks
inferred← citeshttps://doi.org/10.1109/icassp49357.2023.10096038openalex-snapshot
Dual-graph co-representation learning for knowledge-Graph Enhanced Recommendation
inferred← citeshttps://doi.org/10.1109/icbk50248.2020.00024openalex-snapshot
AHINE: Adaptive Heterogeneous Information Network Embedding
inferred← citeshttps://doi.org/10.1109/iccasit58768.2023.10351770openalex-snapshot
A Knowledge Graph Preference Propagation Recommendation Algorithm Based on Introducing Relational Information
inferred← citeshttps://doi.org/10.1109/iccc56324.2022.10065864openalex-snapshot
A Survey of Data Mining Method in Heterogeneous Information Networks with Node Importance Evaluation
inferred← citeshttps://doi.org/10.1109/iccc59590.2023.10507494openalex-snapshot
Multi-modal Recommendation based on Knowledge Graph
inferred← citeshttps://doi.org/10.1109/iccci51764.2021.9486812openalex-snapshot
A Heterogeneous Graph Attention Network-Based Web Service Link Prediction
inferred← citeshttps://doi.org/10.1109/iccea62105.2024.10604194openalex-snapshot
Optimizing Personalized E-Commerce Micro-Video Recommendation with Self-Adaption Generative Gating Graph
inferred← citeshttps://doi.org/10.1109/iccsi58851.2023.10304036openalex-snapshot
Simple and Efficient Knowledge Graph Attention Network for Recommendation
inferred← citeshttps://doi.org/10.1109/icctech55650.2022.00013openalex-snapshot
Fusion of Dual Neighborhood Information of Knowledge Graph for Recommendation
inferred← citeshttps://doi.org/10.1109/icde51399.2021.00031openalex-snapshot
A Human-in-the-loop Approach to Social Behavioral Targeting
inferred← citeshttps://doi.org/10.1109/icdm.2018.00113openalex-snapshot
Signed Graph Convolutional Networks
inferred← citeshttps://doi.org/10.1109/icdm51629.2021.00144openalex-snapshot
StarGAT: Star-Shaped Hierarchical Graph Attentional Network for Heterogeneous Network Representation Learning
inferred← citeshttps://doi.org/10.1109/icdmw60847.2023.00193openalex-snapshot
IGCN: Item Influence Enhanced Graph Convolution Networks for Recommendation of Cold-Start Items
inferred← citeshttps://doi.org/10.1109/icebe52470.2021.00012openalex-snapshot
Dynamic Behavior Prediction via Heterogeneity and Community Feature Preserving Network Embedding
inferred← citeshttps://doi.org/10.1109/icetci57876.2023.10176929openalex-snapshot
A Study of Multi-Task Recommendation Models Incorporating Preference Propagation
inferred← citeshttps://doi.org/10.1109/iciibms60103.2023.10347662openalex-snapshot
A review of recommendation systems based on the fusion of new technologies
inferred← citeshttps://doi.org/10.1109/icisce50968.2020.00298openalex-snapshot
User Local and Global Interest Depth Interaction for Recommendation Algorithm
inferred← citeshttps://doi.org/10.1109/ickg52313.2021.00024openalex-snapshot
Meta-path Enhanced Knowledge Graph Convolutional Network for Recommender Systems
inferred← citeshttps://doi.org/10.1109/icmtma54903.2022.00246openalex-snapshot
User Information Enhanced Knowledge Graph Convolutional Networks for Recommender Systems
inferred← citeshttps://doi.org/10.1109/icpads60453.2023.00223openalex-snapshot
Knowledge Graph Recommendation based on Structural Semantics and Collaborative Semantics
inferred← citeshttps://doi.org/10.1109/icpads60453.2023.00331openalex-snapshot
Knowledge-aware Multi-view Cross Learning for Edge-based Collaborative Recommendation
inferred← citeshttps://doi.org/10.1109/ictai50040.2020.00017openalex-snapshot
Preference-aware Heterogeneous Graph Neural Networks for Recommendation
inferred← citeshttps://doi.org/10.1109/ictai50040.2020.00157openalex-snapshot
GAHNE: Graph-Aggregated Heterogeneous Network Embedding
inferred← citeshttps://doi.org/10.1109/icws67624.2025.00015openalex-snapshot
Relation-Aware Contrastive Learning for Knowledge-Based Recommendation
inferred← citeshttps://doi.org/10.1109/ijcnn52387.2021.9533556openalex-snapshot
A Multi-Task Learning Approach for Recommendation based on Knowledge Graph
inferred← citeshttps://doi.org/10.1109/indicon63790.2024.10958293openalex-snapshot
LSTM-Based Collaborative Filtering Approach for Movie Recommendation
inferred← citeshttps://doi.org/10.1109/inmic48123.2019.9022737openalex-snapshot
An Ensemble Framework for Link Prediction in Signed Graph
inferred← citeshttps://doi.org/10.1109/iscid56505.2022.00021openalex-snapshot
Link Prediction on Dynamic Heterogeneous Graphs via GNN with Multiple Attention Mechanisms
inferred← citeshttps://doi.org/10.1109/iscipt53667.2021.00044openalex-snapshot
Recommendation system based on user preference and prediction rating
inferred← citeshttps://doi.org/10.1109/isctis58954.2023.10213083openalex-snapshot
Research on Knowledge Graph-Based Recommender Systems
inferred← citeshttps://doi.org/10.1109/ispa-bdcloud-socialcom-sustaincom51426.2020.00100openalex-snapshot
A Hybrid Recommendation Algorithm with Short-term Preference and Knowledge Preference
inferred← citeshttps://doi.org/10.1109/ispa-bdcloud-socialcom-sustaincom57177.2022.00119openalex-snapshot
Spatio-Temporal Aware Knowledge Graph Embedding for Recommender Systems
inferred← citeshttps://doi.org/10.1109/ispa-bdcloud-sustaincom-socialcom48970.2019.00136openalex-snapshot
A Double Non-Negative Matrix Factorization Model for Signed Network Analysis
inferred← citeshttps://doi.org/10.1109/ispds62779.2024.10667577openalex-snapshot
Heterogeneous Network Embedding Method Based on Hyperbolic Space
inferred← citeshttps://doi.org/10.1109/issre52982.2021.00024openalex-snapshot
Contextual-Semantic-Aware Linkable Knowledge Prediction in Stack Overflow via Self-Attention
inferred← citeshttps://doi.org/10.1109/jiot.2020.3037109openalex-snapshot
ComPath: User Interest Mining in Heterogeneous Signed Social Networks for Internet of People
inferred← citeshttps://doi.org/10.1109/msn48538.2019.00016openalex-snapshot
Knowledge-Aware Graph Collaborative Filtering for Recommender Systems
inferred← citeshttps://doi.org/10.1109/ncc63735.2025.10982846openalex-snapshot
GNN-Based Collaborative Filtering Approach for Movie Recommender System
inferred← citeshttps://doi.org/10.1109/services.2019.00039openalex-snapshot
A Knowledge Graph Based Framework for Web API Recommendation
inferred← citeshttps://doi.org/10.1109/swc50871.2021.00015openalex-snapshot
MCCR: Learning Multi-order Convolutional Correlations for Recommendation
inferred← citeshttps://doi.org/10.1109/taai57707.2022.00037openalex-snapshot
Decoupled Knowledge Propagation Network and Sampling Strategies for Recommendation System
inferred← citeshttps://doi.org/10.1109/taffc.2019.2925077openalex-snapshot
Affective Impression: Sentiment-Awareness POI Suggestion via Embedding in Heterogeneous LBSNs
inferred← citeshttps://doi.org/10.1109/tbdata.2018.2850013openalex-snapshot
Network Representation Learning: A Survey
inferred← citeshttps://doi.org/10.1109/tbdata.2022.3194643openalex-snapshot
Network Embedding via Deep Prediction Model
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