Mind-Reading with Adaptive and Intelligent User Interfaces
summary
Claims adaptive UIs that actually predict and rewire flows using state machines/statecharts, feeding transition analytics into weighted graphs and decision trees and optionally reinforcement learning. Demonstrations include a feedback form that auto‑skips to thank you when close rates spike, an Instagram camera‑first prediction, live visualization in VS Code, and a library called xstate plus upcoming testing and analytics addons. Integration examples use Google Analytics Mixpanel KISSmetrics Segment and cite NASA Mars rover modeling as a successful precedent.
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chapters (5)
- 0:00Start
- 12:03Weighted graphs
- 15:01Analysis of transitions
- 16:22Decision trees
- 18:26Deep Reinforcement Learning
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