AI Seminar Series - 6 February 2026 (Friday), Dr. Yi-Shan Tsai

Date: Friday, 6 February 2026

Speaker: Dr. Yi-Shan Tsai, Monash University

Time: 12:00PM-1:00PM HKT

Mode: Online (Zoom)

Language: English

Title: Facilitating two-way feedback with AI-powered feedback analytics

Abstract: Feedback is crucial to successful learning. It serves to help learners make sense of their current progress and bridge it with desired goals. However, feedback is often underutilised in higher education for various reasons, including inconsistency in its quality and learners’ lack of ability to utilise feedback effectively – a capability known as feedback literacy. One prominent challenge to improving feedback effectiveness and supporting learner feedback literacy is the lack of mechanism to track learners’ engagement with feedback systematically. In this talk, I will introduce PolyFeed, a feedback analytics tool designed with higher education educators and learners, to enhance two-way feedback. I will explore insights trace data may reveal about feedback literacy, and implications for learning and teaching. I will also discuss how feedback literacy may be reconceptualised in the context of AI-mediated feedback processes.

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