44 citations · 69 across the 6 of their papers we have counts for
6 papers
Evaluating AI-Powered Learning Assistants in Engineering Higher Education: Student Engagement, Ethical Challenges, and Policy Implications
Ramteja Sajja, Yusuf Sermet, Brian Fodale +1
As generative AI becomes increasingly integrated into higher education, understanding how students engage with these technologies is essential for responsible adoption. This study…
An Open-Source Dual-Loss Embedding Model for Semantic Retrieval in Higher Education
Ramteja Sajja, Yusuf Sermet, Ibrahim Demir
Recent advances in AI have catalyzed the adoption of intelligent educational tools, yet many semantic retrieval systems remain ill-suited to the unique linguistic and structural ch…
Enhancing Collective Intelligence in Large Language Models Through Emotional Integration
Likith Kadiyala, Ramteja Sajja, Yusuf Sermet +1
This research investigates the integration of emotional diversity into Large Language Models (LLMs) to enhance collective intelligence. Inspired by the human wisdom of crowds pheno…
An Empirical Evaluation of Large Language Models on Consumer Health Questions
Moaiz Abrar, Yusuf Sermet, Ibrahim Demir
This study evaluates the performance of several Large Language Models (LLMs) on MedRedQA, a dataset of consumer-based medical questions and answers by verified experts extracted fr…
Integrating AI and Learning Analytics for Data-Driven Pedagogical Decisions and Personalized Interventions in Education
Ramteja Sajja, Yusuf Sermet, David Cwiertny +1
This research study explores the conceptualization, development, and deployment of an innovative learning analytics tool, leveraging OpenAI's GPT-4 model to quantify student engage…
Artificial Intelligence-Enabled Intelligent Assistant for Personalized and Adaptive Learning in Higher Education
Ramteja Sajja, Yusuf Sermet, Muhammed Cikmaz +2
This paper presents a novel framework, Artificial Intelligence-Enabled Intelligent Assistant (AIIA), for personalized and adaptive learning in higher education. The AIIA system lev…