---
source_url: https://arxiv.org/abs/2605.08697
ingested: 2026-05-13
sha256: f4b2c5e334b8ace2f3f6c0a4e31e952105adc69f770d31d7ce1a158d91d88ad3
---

# MBP-KT: Learning Global Collaborative Information from Meta-Behavioral Pattern for Enhanced Knowledge Tracing
arXiv: 2605.08697
Authors: Jia, Y., Li, D., Chen, J., Mao, Z., Tong, M., Li, Y., Wang, X.
Published: 2026-05-09
Categories: cs.AI
Venue: arXiv preprint

## Abstract
MBP-KT transforms raw learner interactions into meta-behavioral patterns, extracts global collaborative representations without additional parameters, and provides universal injection strategies for any downstream KT architecture.