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Haoze Du; Richard Li; Edward Gehringer – International Educational Data Mining Society, 2025
Evaluating the performance of Large Language Models (LLMs) is a critical yet challenging task, particularly when aiming to avoid subjective assessments. This paper proposes a framework for leveraging subjective metrics derived from the class textual materials across different semesters to assess LLM outputs across various tasks. By utilizing…
Descriptors: Artificial Intelligence, Performance, Evaluation, Automation
Brayan Díaz; Collin Lynch; Cesar Delgado; Kevin Han – International Journal of STEM Education, 2025
Background: This paper describes research into two pedagogical approaches to foster transdisciplinarity in a graduate engineering course that involves education and computer science. Leveraging the Communities of Practice framework, we examine how students majoring in computer science can integrate new knowledge from education and computer science…
Descriptors: Graduate Study, Engineering Education, Computer Science, Interdisciplinary Approach
Annie M. Wofford; Lara Perez-Felkner; K. Bret Staudt Willet; Chantra Nhien – Research in Higher Education, 2025
Minority-Serving Institutions (MSIs) play a critical role in supporting racially minoritized and low-income students. Despite their importance, MSIs continue to be overlooked in federal investments. This short research note delves into the historical and geographical factors influencing MSIs, generally, and in the vastly growing area of graduate…
Descriptors: Minority Serving Institutions, Graduate Study, School Demography, STEM Education
Jennifer M. Blaney; David F. Feldon; Annie M. Wofford; Kaylee Litson – Research in Higher Education, 2025
Community college transfer students represent a diverse and talented group to recruit to PhD and other graduate programs. Yet, little is known about practical strategies to support community college transfer students' access to graduate training. Focusing specifically on transfer students in computer science and guided by social cognitive career…
Descriptors: College Transfer Students, Community College Students, Graduate Study, Access to Education
A. R. Piña; Shams El-Adawy; Mike Verostek; Brett T. Boyle; Mateo Cacheiro; Matt Lawler; Namitha Pradeep; Ella Watts; Colin G. West; H. J. Lewandowski; Benjamin M. Zwickl – Physical Review Physics Education Research, 2025
Quantum information science and engineering (QISE) is rapidly gaining interest from those within many disciplines, and higher education needs to adapt to the changing landscape. Although QISE education still has a strong presence and roots in physics, the field is becoming increasingly interdisciplinary. There is a need to understand the presence…
Descriptors: Quantum Mechanics, Information Science, Engineering Education, Physics

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