DOI
10.5703/1288284318526
Description
Not every learner has a powerful computer or a dual-monitor setup. Some follow software tutorials with only a laptop, or even a phone, squinting to catch tiny cursor movements and clicks meant for larger screens. These moments slow their progress, break their flow, and make advanced digital skills feel farther away than they should be. Our work aims to explore how an AI-assisted dynamic zoom system can help. By automatically detecting interaction moments and enlarging the relevant region in tutorial videos, we aim to make subtle actions clearer, support confident learning across device conditions, and bring expert-level instruction closer to everyone.
Adaptive Focus Agent for Video-Based Software Learning
Not every learner has a powerful computer or a dual-monitor setup. Some follow software tutorials with only a laptop, or even a phone, squinting to catch tiny cursor movements and clicks meant for larger screens. These moments slow their progress, break their flow, and make advanced digital skills feel farther away than they should be. Our work aims to explore how an AI-assisted dynamic zoom system can help. By automatically detecting interaction moments and enlarging the relevant region in tutorial videos, we aim to make subtle actions clearer, support confident learning across device conditions, and bring expert-level instruction closer to everyone.