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Contextualized Knowledge Graph Embedding for Explainable Talent Training Course Recommendation

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What this work says

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

inferredcites →https://doi.org/10.1007/978-3-540-78139-4_4openalex-snapshot
PeRES: A Personalized Recommendation Education System Based on Multi-agents & SCORM
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A unified drug–target interaction prediction framework based on knowledge graph and recommendation system
inferredcites →https://doi.org/10.1057/9781137305107_1openalex-snapshot
Introduction
inferredcites →https://doi.org/10.1108/hrmid-04-2018-0059openalex-snapshot
Smart HR 4.0 – how industry 4.0 is disrupting HR
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Proceedings of IEEE Conference on Computer Vision and Pattern Recognition
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Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions
inferredcites →https://doi.org/10.1109/tkde.2020.3028705openalex-snapshot
A Survey on Knowledge Graph-Based Recommender Systems
inferredcites →https://doi.org/10.1109/tkde.2021.3080293openalex-snapshot
Corporate Relative Valuation using Heterogeneous Multi-Modal Graph Neural Network
inferredcites →https://doi.org/10.1109/tkde.2021.3082948openalex-snapshot
Contextualized Graph Attention Network for Recommendation with Item Knowledge Graph
inferredcites →https://doi.org/10.1109/tkde.2022.3168775openalex-snapshot
MetaKG: Meta-Learning on Knowledge Graph for Cold-Start Recommendation
inferredcites →https://doi.org/10.1109/tnnls.2021.3070843openalex-snapshot
A Survey on Knowledge Graphs: Representation, Acquisition, and Applications
inferredcites →https://doi.org/10.1145/1454008openalex-snapshot
Proceedings of the 2008 ACM conference on Recommender systems
inferredcites →https://doi.org/10.1145/2556195openalex-snapshot
Proceedings of the 7th ACM international conference on Web search and data mining
inferredcites →https://doi.org/10.1145/2623330.2623732openalex-snapshot
DeepWalk
inferredcites →https://doi.org/10.1145/2939672.2939673openalex-snapshot
Collaborative Knowledge Base Embedding for Recommender Systems
inferredcites →https://doi.org/10.1145/3159652.3159666openalex-snapshot
SHINE
inferredcites →https://doi.org/10.1145/3240323.3240361openalex-snapshot
Recurrent knowledge graph embedding for effective recommendation
inferredcites →https://doi.org/10.1145/3292500.3330963openalex-snapshot
Interview Choice Reveals Your Preference on the Market
inferredcites →https://doi.org/10.1145/3292500.3330989openalex-snapshot
KGAT
inferredcites →https://doi.org/10.1145/3308558.3313417openalex-snapshot
Knowledge Graph Convolutional Networks for Recommender Systems
inferredcites →https://doi.org/10.1145/3326937.3341257openalex-snapshot
An end-to-end neighborhood-based interaction model for knowledge-enhanced recommendation
inferredcites →https://doi.org/10.1145/3376927openalex-snapshot
An Enhanced Neural Network Approach to Person-Job Fit in Talent Recruitment
inferredcites →https://doi.org/10.1145/3442381openalex-snapshot
Proceedings of the Web Conference 2021
inferredcites →https://doi.org/10.1145/3490476openalex-snapshot
Personalized and Explainable Employee Training Course Recommendations: A Bayesian Variational Approach
inferredcites →https://doi.org/10.1145/3503161.3548203openalex-snapshot
DOMFN: A Divergence-Orientated Multi-Modal Fusion Network for Resume Assessment
inferredcites →https://doi.org/10.1145/3576921openalex-snapshot
Preference-aware Graph Attention Networks for Cross-Domain Recommendations with Collaborative Knowledge Graph
inferredcites →https://doi.org/10.14778/3402707.3402736openalex-snapshot
PathSim
inferredcites →https://doi.org/10.1561/9781680836592openalex-snapshot
Explainable Recommendation: A Survey and New Perspectives
inferredcites →https://doi.org/10.18653/v1/n16-1openalex-snapshot
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
inferredcites →https://doi.org/10.48550/arxiv.1707.07435openalex-snapshot
Deep Learning based Recommender System: A Survey and New Perspectives
inferredcites →https://doi.org/10.48550/arxiv.1910.10683openalex-snapshot
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
inferredcites →https://doi.org/10.48550/arxiv.1911.02168openalex-snapshot
CoKE: Contextualized Knowledge Graph Embedding
inferredcites →https://doi.org/10.48550/arxiv.2106.05234openalex-snapshot
Do Transformers Really Perform Bad for Graph Representation?

What points at this work

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

inferred← citeshttps://doi.org/10.1007/978-3-031-60012-8_17openalex-snapshot
A Survey on Explainable Course Recommendation Systems
inferred← citeshttps://doi.org/10.1007/978-3-031-63797-1_1openalex-snapshot
Model-Agnostic Knowledge Graph Embedding Explanations for Recommender Systems
inferred← citeshttps://doi.org/10.1007/978-3-031-72335-3_5openalex-snapshot
Self Adaptive Threshold Pseudo-labeling and Unreliable Sample Contrastive Loss for Semi-supervised Image Classification
inferred← citeshttps://doi.org/10.1007/978-3-032-05817-1_4openalex-snapshot
Leveraging GPT for Concept Generation and Knowledge Graph Construction in Educational Recommender Systems
inferred← citeshttps://doi.org/10.1007/978-981-92-2856-0_42openalex-snapshot
GA-LLMRec: Recommender Systems with Graph-Augmented Large Language Models
inferred← citeshttps://doi.org/10.1007/978-981-97-5501-1_4openalex-snapshot
GCCR: GAT-Based Category-Aware Course Recommendation
inferred← citeshttps://doi.org/10.1007/s10115-025-02433-2openalex-snapshot
Efficient federated recommender system based on Slimify Module and Feature Sharpening Module
inferred← citeshttps://doi.org/10.1007/s10115-025-02504-4openalex-snapshot
QUERY2RULE: automatically generating logical query and reasoning from complex questions over large knowledge graph embedding
inferred← citeshttps://doi.org/10.1007/s10209-026-01372-1openalex-snapshot
Toward transparent and adaptive educational recommender systems: a systematic review of neuro-symbolic knowledge graph approaches
inferred← citeshttps://doi.org/10.1007/s10489-025-06520-3openalex-snapshot
Multi-perspective semantic decoupling and enhancement in graph attention network for knowledge graph completion
inferred← citeshttps://doi.org/10.1007/s10489-025-06766-xopenalex-snapshot
DynKGCL: Contrastive learning for recommendation with dynamic dual-channel positive expansion and adaptive negative sampling
inferred← citeshttps://doi.org/10.1007/s11704-025-41325-0openalex-snapshot
Pairwise statistical comparisons of multiple algorithms
inferred← citeshttps://doi.org/10.1007/s44163-026-00996-9openalex-snapshot
A knowledge graph-integrated recommendation method for college student career planning
inferred← citeshttps://doi.org/10.1016/j.actpsy.2026.106869openalex-snapshot
“I quit because…”: A psychological interpretation of push-pull dynamics of employee attrition informed by explainable machine learning
inferred← citeshttps://doi.org/10.1016/j.asoc.2025.114380openalex-snapshot
Evolutionary reinforcement learning for explainable recommendation on knowledge graph
inferred← citeshttps://doi.org/10.1016/j.ast.2025.111431openalex-snapshot
TSAE-UAV: A time-sense autoencoder for unsupervised anomaly detection of UAV based on flight data
inferred← citeshttps://doi.org/10.1016/j.eswa.2025.127501openalex-snapshot
A survey on knowledge graph-based click-through rate prediction
inferred← citeshttps://doi.org/10.1016/j.eswa.2025.130441openalex-snapshot
Integrative stock price trend prediction via hierarchical LLM text processing and patch-based transformer with co-attention
inferred← citeshttps://doi.org/10.1016/j.ipm.2025.104353openalex-snapshot
Multi-resolution leak detection based on shared expert MoE forecasting for natural gas pipelines
inferred← citeshttps://doi.org/10.1016/j.ipm.2026.104695openalex-snapshot
Medical multi-recall embedding: Adaptive retrieval for diverse evidence in medical RAG systems
inferred← citeshttps://doi.org/10.1016/j.ipm.2026.105194openalex-snapshot
Spectral graph filter bank fusion for multimodal rumor cascade representation and detection
inferred← citeshttps://doi.org/10.1016/j.knosys.2024.112369openalex-snapshot
SMDE: Unsupervised representation learning for time series based on signal mode decomposition and ensemble
inferred← citeshttps://doi.org/10.1016/j.neunet.2024.106675openalex-snapshot
Knowledge-reinforced explainable next basket recommendation
inferred← citeshttps://doi.org/10.1016/j.ress.2026.113083openalex-snapshot
NaFreBformer: Natural gas pipeline leakage forecasting using Nyström approximation Transformer without frequency bias
inferred← citeshttps://doi.org/10.1016/j.tifs.2025.105050openalex-snapshot
Advancing food safety behavior with AI: Innovations and opportunities in the food manufacturing sector
inferred← citeshttps://doi.org/10.1109/educon62633.2025.11016659openalex-snapshot
A User-Centric Evaluation of a Continuing Education Course Recommender System
inferred← citeshttps://doi.org/10.1109/fuzz69877.2026.11626460openalex-snapshot
Contextualizing Generalized Additive Models
inferred← citeshttps://doi.org/10.1109/icadcs70036.2026.11583118openalex-snapshot
LinkedIn-Based Course Recommendation System
inferred← citeshttps://doi.org/10.1109/icassp49660.2025.10887787openalex-snapshot
Simple Adaptive Spectrum Graph Filters for Rumor Detection
inferred← citeshttps://doi.org/10.1109/icdmw60847.2023.00132openalex-snapshot
Video Instance Segmentation Using Graph Matching Transformer
inferred← citeshttps://doi.org/10.1109/jiot.2026.3661961openalex-snapshot
Multiscale Spatio-Temporal Graph Convolutional Network for UAV Anomaly Detection
inferred← citeshttps://doi.org/10.1109/jproc.2025.3572744openalex-snapshot
A Comprehensive Survey of Artificial Intelligence Techniques for Talent Analytics
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Time Series Anomaly Detection for Natural Gas Pipeline Leakage
inferred← citeshttps://doi.org/10.1145/3637528.3671563openalex-snapshot
Paths2Pair: Meta-path Based Link Prediction in Billion-Scale Commercial Heterogeneous Graphs
inferred← citeshttps://doi.org/10.1145/3662739.3672315openalex-snapshot
Intelligent recruitment decision support combining Transformer model and knowledge graph
inferred← citeshttps://doi.org/10.1145/3664647.3681651openalex-snapshot
SCREEN: A Benchmark for Situated Conversational Recommendation
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JobFormer: Skill-Aware Job Recommendation with Semantic-Enhanced Transformer
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Towards Better Course Recommendations: Integrating Multi-Perspective Meta-Paths and Knowledge Graphs
inferred← citeshttps://doi.org/10.1145/3779436openalex-snapshot
KnowPath: An LLM-Supported Knowledge Graph Construction and Path Finding Framework to Explainable MOOC Recommendations
inferred← citeshttps://doi.org/10.1145/3802133.3802158openalex-snapshot
Optimization Method for University Talent Skill-Job Matching Based on ARG Multi-Dimensional Data and Knowledge Graph Embedding
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Research on the Application of Student Performance Analysis Based on C4.5 Decision Tree Algorithm
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MGCD: Multiple-Granularity Cognitive Diagnosis in Intelligent Education Systems
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SKNews: A Design Framework for Skill-oriented Education Program Ranking System
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An improved sample selection framework for learning with noisy labels
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O modelo Cultura-Conhecimento- Inteligência para diminuir a fuga de talentos: um estudo comparativo entre Brasil e Alemanha
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Knowledge Graph Transformer-Based Collaborative Attention Network for Online Doctor Recommendation
inferred← citeshttps://doi.org/10.2139/ssrn.7601834openalex-snapshot
Fuzzy-Guided Knowledge Graph Representation with Semantic Enrichment for Preference-Aware Recommendation
inferred← citeshttps://doi.org/10.62617/mcb1021openalex-snapshot
Optimization of international talent training program in biological and biomechanical field of Shaanxi universities by integrating Transformer-GRU model under the “Belt and Road” initiative
inferred← citeshttps://doi.org/10.70675/1e9b2d38z2e4ez4736z82e8zd932f8bdc0feopenalex-snapshot
ΡreDiViD Τοwards the Ρredictiοn οf the Disseminatiοn οf Viral Disease cοntagiοn in a pandemic setting
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