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Personalized Learning Path Recommendation Based on Knowledge Graphs: A Survey
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Outgoing claims: the papers this work cites, builds on, or argues with.
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Personalized Recommendation of English Learning Based on Knowledge Graph and Graph Convolutional Network
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Pedagogically-Informed Implementation of Reinforcement Learning on Knowledge Graphs for Context-Aware Learning Recommendations
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An Open Model for Learning Path Construction
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HA-LPR: A highly adaptive learning path recommendation
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Acceptance of personalized e-learning systems: a case study of concept-effect relationship approach on science, technology, and mathematics courses
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Real-Time Classroom Behavior Analysis for Enhanced Engineering Education: An AI-Assisted Approach
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Adaptive learning path recommender approach using auxiliary learning objects
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Learning path personalization and recommendation methods: A survey of the state-of-the-art
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KGAN: Knowledge Grouping Aggregation Network for course recommendation in MOOCs
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Integrating deep learning techniques for personalized learning pathways in higher education
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A multi-constraint learning path recommendation algorithm based on knowledge map
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A learning path recommendation model based on a multidimensional knowledge graph framework for e-learning
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ADRL: An attention-based deep reinforcement learning framework for knowledge graph reasoning
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Dynamic educational recommender system based on Improved LSTM neural network
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Simulation of personalized english learning path recommendation system based on knowledge graph and deep reinforcement learning
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An improved constrained learning path adaptation problem based on genetic algorithm
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Research on a personalized learning path recommendation system based on cognitive graph with a cognitive graph
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Learning analytics based feedback and recommendations in flipped classrooms: an experimental study in higher education
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Interpretable MOOC recommendation: a multi-attention network for personalized learning behavior analysis
inferredcites →https://doi.org/10.1109/access.2018.2839607openalex-snapshot
KnowEdu: A System to Construct Knowledge Graph for Education
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Meta-Heuristic Algorithms for Learning Path Recommender at MOOC
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Personalized Adaptive Learning Technologies Based on Machine Learning Techniques to Identify Learning Styles: A Systematic Literature Review
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Smart E-Learning Framework for Personalized Adaptive Learning and Sequential Path Recommendations Using Reinforcement Learning
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Personalized Learning Path Recommendations: Fusing Knowledge Graph Embedding, Sequence Mining, and Collaborative Filtering
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Full Learning Path Recommendation Based on Temporal and Co-Occurrence Relations
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Analytics 2.0 for Precision Education Driven by Knowledge Map
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Design of Data-Driven Learning Path Based on Knowledge Graph and Tracing Model
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A Knowledge Graph-Based Framework for Personalized Course Recommendations in Higher Education
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Learning Path Recommendation Based on Knowledge Tracing Model and Reinforcement Learning
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Personalized Recommendation of Learning Resources Based on Knowledge Graph
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Personalized Adaptive Learning Pathway System Using Reinforcement Learning, Knowledge Graphs, and Rule-Based Explainability
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A Multigranularity Learning Path Recommendation Framework Based on Knowledge Graph and Improved Ant Colony Optimization Algorithm for E-Learning
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Personalized Learning Path Recommendation for E-Learning Based on Knowledge Graph and Graph Convolutional Network
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Mitigating Biases in Student Performance Prediction via Attention-Based Personalized Federated Learning
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Reinforced Explainable Knowledge Concept Recommendation in MOOCs
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Graph Enhanced Hierarchical Reinforcement Learning for Goal-oriented Learning Path Recommendation
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A Novel Two-Stage Personalized Learning Path Recommendation Approach for E-learning
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Finding Paths for Explainable MOOC Recommendation: A Learner Perspective
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Item-Difficulty-Aware Learning Path Recommendation: From a Real Walking Perspective
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A Knowledge Graph-Enhanced Learning Recommendation System Driven by Deep Learning
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LIGHT: Enhancing Learning Path Recommendation via Knowledge Topology-Aware Sequence Optimization
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Multi-Autonomous Underwater Vehicle Trajectory Planning in Ocean Current Based on Hierarchical Hunting and Evolutionary Learning
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KnowPath: An LLM-Supported Knowledge Graph Construction and Path Finding Framework to Explainable MOOC Recommendations
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A Revision of Bloom's Taxonomy: An Overview
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Employing a Process Mining Approach to Recommend Personalized Adaptive Learning Paths in Blended-Learning Environments
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Designing and Developing a Novel Hybrid Adaptive Learning Path Recommendation System (ALPRS) for Gamification Mathematics Geometry Course
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Set-to-Sequence Ranking-Based Concept-Aware Learning Path Recommendation
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Personalized Learning Management System using a Machine Learning Technique
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Educational Material to Knowledge Graph Conversion: A Methodology to Enhance Digital Education
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Deep Matrix Factorization Models for Recommender Systems
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Personalized Learning Path Recommendation Based on Learner Profile and Knowledge Graph
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A Personalized Learning Path Recommendation Method Incorporating Multi-Algorithm
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CourseKG: An Educational Knowledge Graph Based on Course Information for Precision Teaching
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Enhancing Explainable Recommendations: Integrating Reason Generation and Rating Prediction through Multi-Task Learning
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Towards the Adoption of Recommender Systems in Online Education: A Framework and Implementation
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KG-PLPPM: A Knowledge Graph-Based Personal Learning Path Planning Method Used in Online Learning
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Path-Based Recommender System for Learning Activities Using Knowledge Graphs
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Explainable Recommender Systems Through Reinforcement Learning and Knowledge Distillation on Knowledge Graphs
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Sustainable Personalized E-Learning through Integrated Cross-Course Learning Path Planning
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Building an intelligent recommendation system for personalized test scheduling in computerized assessments: A reinforcement learning approach
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A Knowledge Map Mining-Based Personalized Learning Path Recommendation Solution for English Learning
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Beyond recommendation acceptance: explanation’s learning effects in a math recommender system
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Incoming claims: where this work appears in other papers’ reference lists and arguments.
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inferred← citeshttps://doi.org/10.1109/cicn70047.2026.11594149openalex-snapshot
Optimizing Personalized Learning Path Planning and Resource Recommendation Using Reinforcement Learning
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Construction and Evaluation of a Knowledge Graph for Adolescent AI Courses Oriented Toward Computational Thinking Development
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Research on Personalized Practice Path Generation for University Students Integrating Knowledge Graphs and Learning Behavior Analysis
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A Study on an AI-Based Personalized Learning Path Recommendation System for Physical Education
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Personalized Educational Technologies and Artificial Intelligence Development—Trends, Present and Future
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The LUMIQа intelligent information system as a digital infrastructure for designing and applying adaptive methods of teaching natural science subjects
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