Problem-Solving Intelligence Lab

Kanagawa University, Dept. of Electrical, Electronics and Information Engineering

Designing Compound Interest in Problem-Solving

Solutions and knowledge gained through solving one problem connect naturally, gradually spreading so they can be used anywhere. Technologies and design knowledge created for one purpose come alive naturally in other fields. Problem-Solving Intelligence Lab (PSI Lab / Koike Lab) aims to create a world where such “compound interest in problem-solving1” works for everyone.

With the interdisciplinary research field2 called “Intelligent Tutoring Systems (ITS)” as a background, which brings together insights from AI, cognitive science, and related disciplines, we conduct research to support “compound interest in problem-solving.”

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  1. “Compound interest” is originally a financial term referring to a mechanism where “interest accrues on the interest, leading to exponential growth.” We use this metaphor for learning, imagining that problem-solving experiences and acquired knowledge help with the next problem-solving, and the more experience you accumulate, the more you can do. ↩︎

  2. “Interdisciplinary” refers to a research field that combines multiple disciplines. ↩︎

News

CHUNK
Knowledge Transfer

Making what you learn usable in new situations—research on accumulating compound interest.

CLOVER
Learning from Errors

Leveraging the information in mistakes to correct gaps in understanding.

OCEAN
Adaptive Learning

Designing personalized learning paths to maximize the effect of compound interest.

CCS
Sharing Design Knowledge

Building a common framework for reusing learning support knowledge across domains.

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Awards
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Academic Papers
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International Presentations
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Domestic Presentations

Lab Content

A guide to research, a field map of educational AI, lecture notes, and other open content from the lab.