Preprint
Aug 2026
KNOWPLAN: Knowledge-Driven AI Agents for Smart Degree Pathway Planning
Planning a degree from official university sources requires solving two problems in order. The institution's curriculum must first be reconstructed from catalogs, departmental pages, JSON endpoints, and PDFs that share no schema, and only then can a student-specific path be optimized under prerequisite logic and overla...
Shu-Heng Cao, Wei-Jia Zhang, Jiaqi Wu et al.
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