Multimodal Analytics Achieves the Test of Time
Authors: Jeremy Roschelle, Gabrielle Lue and Gautam Biswas On July 17, 2024, Professor Gautam Biswas presented the “Test of Time” keynote at the Educational Data Mining conference in Atlanta, Georgia. Prof. Biswas, a co-PI of the NSF EngageAI Institute, was honored for his 2011 paper “Identifying Learning Behaviors by Contextualizing Differential Sequence Mining with Action … Read more
Ethics and AI for Education Research: Paving the Way for a Just Future
Authors: Tiffany Barnes Key Ideas Education researchers and developers across the country are frequently faced with the question of how to go about ensuring that the educational technology they are studying and creating is equitable for learners, teachers, and communities. It can be a complex assignment to embed in one’s work, which I am very … Read more
Addressing Biases in AI Emotion Recognition for Education Equity
Authors: Dr. Ashwin T S Key Ideas Tackling Bias in Emotion Recognition: Enhancing Fairness in Education As educators and researchers increasingly rely on artificial intelligence (AI) to enhance teaching and learning, ensuring these technologies are fair and unbiased has never been more critical. AI-driven systems, particularly those used to recognize student emotions, have the potential … Read more