Stanford Seminar - Thesis Defense: Smart Tutoring Through Conversational Interfaces
YouTube
60 Courses
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Overview
Explore the groundbreaking realm of AI-driven tutoring at the Stanford Seminar, where the defense of an illuminating thesis titled "Smart Tutoring Through Conversational Interfaces" is set to unfold. Delve into the heart of technology's role in education through the lens of the two sigma problem identified by Bloom in 1984, which highlighted the substantial learning benefits of one-on-one tutoring. Despite the effectiveness of personal tutoring, its high costs and scalability issues have prompted the pursuit of technological avenues to emulate this personalized learning experience.
This seminar introduces an innovative exploration into the development and testing of four AI-based conversational tutoring systems designed to personalize learning experiences for both adults and children. Adults can look forward to engaging with systems like QuizBot and EnglishBot, designed for improving factual knowledge and second language proficiency, respectively. For younger learners, two systems are presented that encapsulate tutoring within narrative storytelling, aimed at enhancing math skills through both Wizard-of-Oz techniques and online reinforcement learning algorithms.
With a comprehensive evaluation involving over 500 students, this research provides critical insights into human-AI interaction within educational settings. The findings underscore the potential of conversational-based tutoring systems to significantly increase engagement, motivate sustained usage, and notably enhance learning outcomes by employing advanced natural language processing and reinforcement learning techniques. This seminar is a must-attend event for those interested in the intersection of Artificial Intelligence, Reinforcement Learning, Higher Education, and Instructional Design. Hosted by Stanford University and available on YouTube, this is a pivotal moment for educators, technologists, and anyone passionate about the future of learning.
Categories: Artificial Intelligence Courses, Reinforcement Learning Courses, Higher Education Courses, Instructional Design Courses.
Syllabus
Taught by
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YouTube
YouTube
34 Courses
YouTube
Free Online Course
English
54 minutes
On-Demand
