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Ethan Prihar; Adam Sales; Neil Heffernan – Grantee Submission, 2023
This work proposes Dynamic Linear Epsilon-Greedy, a novel contextual multi-armed bandit algorithm that can adaptively assign personalized content to users while enabling unbiased statistical analysis. Traditional A/B testing and reinforcement learning approaches have trade-offs between empirical investigation and maximal impact on users. Our…
Descriptors: Trust (Psychology), Learning Management Systems, Learning Processes, Algorithms
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Sajida Bhanu Panwale; Selvaraj Vijayakumar – International Review of Research in Open and Distributed Learning, 2025
This study aimed to evaluate the utility of artificial intelligence (AI) in improving the persuasive communication skills of online Master of Business Administration (MBA) students. In particular, this study investigated the influence of personalization through AI using the Google Gemini platform on conventional and online instructional…
Descriptors: Distance Education, Artificial Intelligence, Computer Software, Individualized Instruction
Cenita, Jonelle Angelo S.; De Guzman, Zyra R. – Online Submission, 2023
Purpose: The objective of this study is to determine Education in the Digital World: from the lens of millennial learners. This also identifies the cybergogical implications of the issue with digital education as seen through the lens of the outlier. Method: This study uses a mixed-methods sequential explanatory design. A quantitative method was…
Descriptors: Age Groups, Student Attitudes, Technology Uses in Education, Teaching Methods