AI RESEARCH
TRACE: AI-Assisted Assessment of Collaborative Projects in Computer Science Education
arXiv CS.AI
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ArXi:2510.03998v3 Announce Type: replace-cross Collaborative group projects are integral to computer science education, fostering teamwork, problem-solving, and industry-relevant skills. However, assessing individual contributions within group settings remains challenging. Traditional approaches, including equal grade distribution and subjective peer evaluations, often lack fairness, objectivity, and scalability, particularly in large classrooms.