
- 専門基礎科目
教育能力に関する事項 |
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職務実績に関する事項 |
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研究テーマ |
学習プロセス最適化に基づく個人マイクロラーニング支援、深層強化学習を用いる高齢者の自主学習支援 |
所属学会 |
日本情報処理学会、IEEE(Institute of Electrical and Electronics Engineers)、中国計算機学会、日本高等教育学会、ACM(Association for Computing Machinery) |
学会・社会活動 |
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研究活動または実務経験 |
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研究業績【著書】 |
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研究業績【論文】 |
1. Gradual Adaption Model for Information Recommendation Based on User Access Behavior 2. Goal-Driven Process Navigation for Individualized Learning Activities in Ubiquitous Networking and IoT Environments 3. Recommendation of Optimized Information Seeking Process Based on the Similarity of User Access Behavior Patterns 4. A malicious behavior analysis based Cyber-I birth 5. Discovery of Action Patterns and User Correlations in Task-Oriented Processes for Goal-Driven Learning Recommendation 6. Gradually Adaptive Recommendation Based on Semantic Mapping of Users' Interest Correlations 7. Personalized Micro-learning Recommendation Based on Gradually Adaptive Ant Colony Optimization Algorithm 共著 2018年2月 Computer Engineering, Vol.44, No.2, pp. 238-243(査読有り) 8. Localizing Access Point Through Simple Gesture 9. Research on User’s Reading Interest Model Based on Emotional Space 10. Research on Community Discovery Method of Content Similarity of Micro-blog 11. Study of Pointwise Mutual Information Criterion on Causal Association Discovery of Microlearning Units |
研究業績【その他】 |
1. Learning Activity Sharing and Individualized Recommendation Based on Dynamical Correlation Discovery 2. User-Centric Integrated Recommendation by Gradual Adaptation Based on Focus of Interests and It's Transition 3. A Network-Centric Approach to Sensor-Network for Smart Grid 4. Semantic-Addressable Messaging Network Based on Event Ontology for Sensor and Controller Network 5. Discovery of Action Patterns in a Task-oriented Learning Process 6. Process-Focused Social Learning Analytics Based on Personal Big Data for Cross-MOOCs Open Environments 7. Personalized Micro-Learning Support Based on Process Mining 8. An Improved Ant Colony Optimization Algorithm for Recommendation of Micro-Learning Path 9. Discovery of Association Rule of Learning Action Based on Bayesian Network 10. Hierarchical Clustering for Micro-learning Units Based on Discovering Cluster Center by LDA |
競争的研究資金の採択歴 |
研究代表者
研究分担者
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賞 |
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