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TUX: Perpetually Enhancing User Interfaces

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Uploaded on Oct 1, 2018

Table of Contents:

01:39 - Combining Machine Learning & Human Computation for A/B Experimentation: Perpetually Enhancing and Personalizing User Interfaces
04:47 - Intelligent A/B Testing for Enhancing & Personalizing
05:22 - Promise of Software to Enhance Education & Health
06:43 - Resources Always Need Improvement
08:23 - Online Experimentation
09:03 - Example: Experimentation on Problem Components
09:35 - Approach: Making Experiments Collaborative, Dynamic, Personalized
13:01 - Overview
15:11 - Overview
15:18 - AXIS: Adaptive eXplanation Improvement System
15:21 - Overview
15:28 - AXIS: Adaptive eXplanation Improvement System
17:02 - Learners Rate & Generate Explanations
18:53 - Dynamic Experimentation: Exploration vs Exploitation
23:16 - AXIS Deployment
24:48 - Evaluation of AXIS explanations
25:41 - Impact of AXIS Explanations on Learning
28:00 - Contributions
29:51 - Overview
30:00 - 2. Instructor-Centered Experimentation
32:06 - Example Instructor Dashboard
33:03 - Successful Deployment with 3 Harvard Instructors
35:49 - Overview
36:03 - Discover how to personalize emails
36:18 - Compare introductory message
36:41 - Optimization through Personalization
38:40 - Example Problem: A/B experiment to enhance/personalize email
39:44 - Illustration of Randomization-Personalization Tradeoff
40:50 - Overview
42:05 - Ongoing & Future Work
42:45 - Ongoing & Future: Mental Health & Exercise
44:02 - Mental & Physical Health: Habit & Behavior Change
44:32 - Ongoing & Future Work
45:30 - Overview
45:41 - Thank You!
45:41 - Overview
45:42 -
45:42 -
45:43 -
45:44 - Examples of Problems
45:44 -
45:45 -
45:45 -
45:45 - Overview
45:45 - Thank You!
45:47 - Overview

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