This course covers human learning mechanism (reasoning, problem solving, knowledge acquisition etc.) applying artificial intelligence and educational technology and introduces examples of instructional design applying them. In "Learning mechanism and instructional design A", we introduce cognitive mechanisms of human learning and their application to instructional design.
・To understand higher cognitive mechanism (reasoning, problem solving, knowledge acquisition etc.) focusing on human learning.
・To design instruction based on understanding human learning mechanism.
Theme: application of learning mechanism to instructional design
artificial intelligence, educational system, instructional design
✔ Specialist skills | Intercultural skills | Communication skills | ✔ Critical thinking skills | ✔ Practical and/or problem-solving skills |
We adopt standard lecture-style teaching, accompanied practice.
Course schedule | Required learning | |
---|---|---|
Class 1 | Learning theory and educational system | Explain relationships between educational system and learning theory |
Class 2 | Knowledge representation | Explain kinds and methods of knowledge representation |
Class 3 | Knowledge acquisition (reasoning) | Explain relationships between educational system and reasoning system |
Class 4 | Knowledge acquisition (analogy) | Explain relationships between educational system and analogy system |
Class 5 | Expert-system | Explain advantages and disadvantages of expert-system |
Class 6 | Learning strategy | Explain learning strategy based on Gagne's five categories of learning outcomes |
Class 7 | Selection of medium and instructional design | Select adequately medium according to learning targets |
Class 8 | Practice of instructional design | Design instruction based on characteristics of learning mechanism |
In-class handouts
In-class introduction
In-class achievements :10%
presentation qualities : 90%
Nothing in particular