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adaptive learning

5 articles · Page 1 of 1
TechVision Expert Circle
TechVision Expert Circle
Jul 23, 2026 · Artificial Intelligence

Designing a Personalized AI Tutoring System: Build Your Private Teacher

The article details how a K‑12 AI tutoring prototype—built on a four‑layer architecture, knowledge‑graph‑driven student profiles, adaptive Elo‑based engine, and Claude‑powered dialogue—addressed teacher shortages, boosted average math scores by 11 points, and offers practical design choices, evaluation metrics, and lessons learned.

AI tutoringEducation TechnologyKnowledge Graph
0 likes · 11 min read
Designing a Personalized AI Tutoring System: Build Your Private Teacher
Liulishuo Tech Team
Liulishuo Tech Team
Mar 25, 2017 · Artificial Intelligence

Building a Student Model with TensorFlow: Deep Knowledge Tracing for Adaptive Learning

This article reviews how Liulishuo applied TensorFlow to implement a Deep Knowledge Tracing (DKT) student model for an adaptive learning system, covering the problem background, model architecture, TensorFlow implementation details, multi‑GPU training, and practical deployment considerations.

Deep Knowledge TracingRNNStudent Modeling
0 likes · 12 min read
Building a Student Model with TensorFlow: Deep Knowledge Tracing for Adaptive Learning
Model Perspective
Model Perspective
Jul 24, 2015 · Artificial Intelligence

Can AI Design the Perfect Personalized Learning Path?

This article explores how an intelligent knowledge‑learning guidance system could assess learners, select valuable content, apply brain‑based learning principles, and generate optimal, personalized study routes using AI techniques such as deep learning and data‑driven analytics.

AIPersonalized Learningadaptive learning
0 likes · 6 min read
Can AI Design the Perfect Personalized Learning Path?