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Xiaoxiao Dong
Education
Ludong University
Shandong
Language: Chinese, English
Intelligent Systems
Educational Technology
Knowledge Representation
Personalized Learning
Adaptive Learning
Data Analysis
Machine Learning
Artificial Intelligence
Educational Research
Learning Analytics
Areas of Focus
- Intelligent Education
- Educational Knowledge Graphs
- Adaptive Personalized Learning
Work Experience
- Lecturer - Ludong University - School of Educational Science
Academic Background & Achievements
- PhD in Educational Technology: Northeast Normal University
- Conducted in-depth theoretical and practical research in the field of educational knowledge graphs and intelligent education
- Published over 10 papers in high-level journals
- Granted 2 invention patents and 1 software copyright
Publications
- Research on the Construction of Student Discipline Cognitive Map for the Development of Core Literacy, Xiaoxiao Dong, 2023
- Research on the Construction Method of Educational Knowledge Graph Model Oriented to the Development of Core Literacy, Xiaoxiao Dong, 2022
- Research on Teaching Design Path from the Perspective of Deep Learning, Xiaoxiao Dong, 2021
- Towards More Accurate and Interpretable Model: Fusing Multiple Knowledge Relations into Deep Knowledge Tracing, Xiaoxiao Dong, 2024
- The Construction of Knowledge Graphs in the Field of Education under the Perspective of Artificial Intelligence, Xiaoxiao Dong, 2022
- New Trends in Educational Knowledge Graph Research: Subject Teaching Graphs, Xiaoxiao Dong, 2024
- Improved Deep Knowledge Tracing Model Based on Dual-Stream Structure and Multi-Knowledge Point Mapping Structure, Xiaoxiao Dong, 2022
- Research on the Construction of Automatic Prediction Model for Test Question Difficulty Considering Multiple Influencing Factors, Xiaoxiao Dong, 2022
- Dynamic Key-Value Memory Networks Based on Concept Structure for Knowledge Tracing, Xiaoxiao Dong, 2022
- Authorized Invention Patent: A Knowledge Tracing Method and System, Xiaoxiao Dong, 2021
- Authorized Invention Patent: A Test Question Difficulty Prediction Method and System Based on Deep Semantic Representation, Xiaoxiao Dong, 2021
- Accepted Invention Patent: A Human-Machine Collaborative Corpus Construction Method and System, Xiaoxiao Dong, 2022
