AI RESEARCH
EDM-ARS: A Domain-Specific Multi-Agent System for Automated Educational Data Mining Research
arXiv CS.AI
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ArXi:2603.18273v1 Announce Type: new In this technical report, we present the Educational Data Mining Automated Research System (EDM-ARS), a domain-specific multi-agent pipeline that automates end-to-end educational data mining (EDM) research. We conceptualize EDM-ARS as a general framework for domain-aware automated research pipelines, where educational expertise is embedded into each stage of the research lifecycle. As a first instantiation of this framework, we focus on predictive modeling tasks.