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Innovation in Course Design
27 June 2018
merriam-webster.com
1 / 22
Presentation Outline
1. Examples of Artificial Intelligence
2. Brief History of Artificial Intelligence
3. Artificial Intelligence in Education
2 / 22
1. Examples of Arti cial Intelligence
3 / 22
Arti cial Intelligence
Sci-Fi Robots Social Media
Smart Assistants Self-driving cars Media Service Providers
Home Automation AI programs and systems E-commerce platforms
4 / 22
2. Brief History of Arti cial Intelligence
5 / 22
IBM 700 Series (1950s)
Arthur Samuel developed a system that taught itself to play checkers
better than him
The system analyzed data from thousands of games and learned the
winning moves - machine learning
6 / 22
IBM Deep Blue (1996)
Proccessing power advanced far enough to beat a game of chess
First AI to beat a human chess player
7 / 22
IBM Watson (2011)
Understands natural language
First AI to win Jeopardy
Answers questions (it does automated reasoning and machine learning to
come up with the best answer)
8 / 22
Google DeepMind - Atari 2600 Games (2013)
Self-taught AI - can learn like a human; no knowledge programmed into
it, other than rules of the game
Teaches itself with a human method of "trial and error" (in contrast to
machine learning)
9 / 22
Google AlphaGo (2016)
Same technique adapted to one of the most complex board games - GO has
a large branching factor
First AI to beat a human Go player on a full-sized 19×19 board
10 / 22
Google Duplex
An AI System for Accomplishing Real-World Tasks Over the Phone
Google Duplex Demo from Google IO 2018
11 / 22
3. Arti cial Intelligence in Education
12 / 22
Arti cial Intelligence in Education - What?
Answer routine questions (natural language processing)
Provide teaching at a pace
interact with students and predict their pace of learning
individualized teaching & learning
Learning with/from the students
According to EdTech Magazine, research predicts use of AI in the
education sector to grow 47.5% by 2021
13 / 22
IBM Watson Education
Watson API
Series of partnerships
Introducing Watson Education video
14 / 22
Sesame Workshop/IBM partnership (2017)
An app to aid in building vocabulary in early childhood
Vocabulary tutor app - adaptive and individualized intelligent play and
learning platform
15 / 22
Pearson/IBM partnership (2016)
AI Tutor available inside online textbooks
provides personalized one-on-one tutoring to students on the reading
material by demand; checks for comprehension at the end of each section
teachers gain insight on students' progress
IBM and Pearson video
16 / 22
Jill Watson (2016)
Virtual Teaching Assistant built with IBM Bluemix platform & IBM Watson
at Georgia Tech for 2016 MOOC Udacity course
It answers routine questions (queries about file formats, office hours,
assignment details) - 97 percent accurate
A teaching assistant named Jill Watson TEDxSanFrancisco
17 / 22
Blackboard/IBM partnership (2016)
The processing power of IBM & Watson technology + Blackboard
Intelligent and customized educational platforms
Blackboard + IBM Higher Ed Partnership Reveal
18 / 22
Global Learning XPRIZE (2014 - 2019)
funded by Elon Musk
A $15M global competition to develop open source software that will
enable children to teach themselves basic reading, writing and arithmetic
As of December 2017 5 finalists have started Field Tests
The Global Learning XPRIZE video
19 / 22
Instructure/Zoomi Partnership (2017)
Zoomi - a performance optimization data analytics company
Predict learning outcomes, adapt pathways (personalized learning)
Nugde project by Canvas (nudging students to complete assignments)
The Canvas of the Future video
20 / 22
Questions
21 / 22
Source / Additional Resources
This is AI documentary
How can AI help improve learning?
IBM Research - Watson Intelligent Tutor
Meet Pepper: The World's First Humanoid Robot That Reads Human
Emotions
Zoomi and Instructure Partner
22 / 22

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Artificial Intelligence in Education

  • 1. Innovation in Course Design 27 June 2018 merriam-webster.com 1 / 22
  • 2. Presentation Outline 1. Examples of Artificial Intelligence 2. Brief History of Artificial Intelligence 3. Artificial Intelligence in Education 2 / 22
  • 3. 1. Examples of Arti cial Intelligence 3 / 22
  • 4. Arti cial Intelligence Sci-Fi Robots Social Media Smart Assistants Self-driving cars Media Service Providers Home Automation AI programs and systems E-commerce platforms 4 / 22
  • 5. 2. Brief History of Arti cial Intelligence 5 / 22
  • 6. IBM 700 Series (1950s) Arthur Samuel developed a system that taught itself to play checkers better than him The system analyzed data from thousands of games and learned the winning moves - machine learning 6 / 22
  • 7. IBM Deep Blue (1996) Proccessing power advanced far enough to beat a game of chess First AI to beat a human chess player 7 / 22
  • 8. IBM Watson (2011) Understands natural language First AI to win Jeopardy Answers questions (it does automated reasoning and machine learning to come up with the best answer) 8 / 22
  • 9. Google DeepMind - Atari 2600 Games (2013) Self-taught AI - can learn like a human; no knowledge programmed into it, other than rules of the game Teaches itself with a human method of "trial and error" (in contrast to machine learning) 9 / 22
  • 10. Google AlphaGo (2016) Same technique adapted to one of the most complex board games - GO has a large branching factor First AI to beat a human Go player on a full-sized 19×19 board 10 / 22
  • 11. Google Duplex An AI System for Accomplishing Real-World Tasks Over the Phone Google Duplex Demo from Google IO 2018 11 / 22
  • 12. 3. Arti cial Intelligence in Education 12 / 22
  • 13. Arti cial Intelligence in Education - What? Answer routine questions (natural language processing) Provide teaching at a pace interact with students and predict their pace of learning individualized teaching & learning Learning with/from the students According to EdTech Magazine, research predicts use of AI in the education sector to grow 47.5% by 2021 13 / 22
  • 14. IBM Watson Education Watson API Series of partnerships Introducing Watson Education video 14 / 22
  • 15. Sesame Workshop/IBM partnership (2017) An app to aid in building vocabulary in early childhood Vocabulary tutor app - adaptive and individualized intelligent play and learning platform 15 / 22
  • 16. Pearson/IBM partnership (2016) AI Tutor available inside online textbooks provides personalized one-on-one tutoring to students on the reading material by demand; checks for comprehension at the end of each section teachers gain insight on students' progress IBM and Pearson video 16 / 22
  • 17. Jill Watson (2016) Virtual Teaching Assistant built with IBM Bluemix platform & IBM Watson at Georgia Tech for 2016 MOOC Udacity course It answers routine questions (queries about file formats, office hours, assignment details) - 97 percent accurate A teaching assistant named Jill Watson TEDxSanFrancisco 17 / 22
  • 18. Blackboard/IBM partnership (2016) The processing power of IBM & Watson technology + Blackboard Intelligent and customized educational platforms Blackboard + IBM Higher Ed Partnership Reveal 18 / 22
  • 19. Global Learning XPRIZE (2014 - 2019) funded by Elon Musk A $15M global competition to develop open source software that will enable children to teach themselves basic reading, writing and arithmetic As of December 2017 5 finalists have started Field Tests The Global Learning XPRIZE video 19 / 22
  • 20. Instructure/Zoomi Partnership (2017) Zoomi - a performance optimization data analytics company Predict learning outcomes, adapt pathways (personalized learning) Nugde project by Canvas (nudging students to complete assignments) The Canvas of the Future video 20 / 22
  • 22. Source / Additional Resources This is AI documentary How can AI help improve learning? IBM Research - Watson Intelligent Tutor Meet Pepper: The World's First Humanoid Robot That Reads Human Emotions Zoomi and Instructure Partner 22 / 22