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Learning in 21st Century
“How people think, communicate and learn together in technology supported interactions .. .“
Ilker Yengin (PhD)
Social & Cognitive Computing
Institute of High Performance Computing, A*STAR
Optimize
communications
and thinking
processes
Collaborative
knowledge
building
Multi-modal
knowledge
representation
Mobile Apps
Social Tutoring Robots
E-Learning Tools
Outline
1. 21st Century Life and Economic Values
2. Learning Societies in 21st century
3. Core Cognitive Skills in 21st century Education
4. Activities to Develop 21st century Cognitive Skills
5. Technology for 21st century Education
6. Developing Social and Communicative Skills
7. DiaCog
http://blog.linkedin.com/2012/11/15/dream_jobs/
1. 21st Century Life and Economic Values
2. Learning Societies in 21st century
3. Core Cognitive Skills in 21st century Education
4. Activities to Develop 21st century Cognitive Skills
5. Technology for 21st century Education
6. Developing Social and Communicative Skills
7. DiaCog
60s 70s
ICT and Change
80s 90s
ICT and Change
2000
ICT and Change
Nowadays
Internet = Economic Power
Knowledge = Internet
Knowledge Creates Greater Knowledge
– Leibold, Marius, Gilbert Probst, and Michael Gibbert. Strategic Management in the Knowledge Economy: New
Approaches and Business Applications. Erlangen: John Wiley & Sons.2007.
“ICT enabled knowledge societies create new economical values to the
products or processes that enable the knowledge societies to provide new
methods to generate even greater knowledge”
Knowledge Knowledge
Knowledge Knowledge
Internet= Knowledge
• Positive disruptive technology
• Creating new industries
• Spread Knowledge
• Organize new social interaction
Education=Economic Power
• Effective education of cognitive skills is
positively correlated with the economic
growth of the societies .
Hanushek, E. A., & Wößmann, L. The role of
education quality for economic growth. 2007.
Education=Economic Power
Can you calculate this for me ?
1 Percent of GDP of USA in 2013 = ? 167 Billion
Question ?
IF >
• Internet = Economic Power
• Knowledge = Internet
• Knowledge Creates Greater Knowledge
• Education=Economic Power
• What is Education THEN?
Question ?
IF >
• Internet = Economic Power
• Knowledge = Internet
• Knowledge Creates Greater Knowledge
• Education=Economic Power
What is Education THEN? >
• Education = Internet=Economic Power
• Education = Internet =Knowledge
• Education Creates Greater Education = ?
• Education Creates Greater Knowledge ?
http://www.ericsson.com/thinkingahead/networked_society
Winning Ingredient in the Equation
• Successful economies and societies will need
to be creative !
2010 Winning Ingredients report , Standard Chartered
• Fast changing dynamics
• Knowledge as the economical value
• Networked societies
• Collaboration and team work
• Importance of creative and innovative individuals
1. 21st Century Life and Economic Values
2. Learning Societies in 21st century
3. Core Cognitive Skills in 21st century Education
4. Activities to Develop 21st century Cognitive Skills
5. Technology for 21st century Education
6. Developing Social and Communicative Skills
7. DiaCog
Change = ?
Exam Factory
Pupils becoming 'anxious, stressed and disaffected
http://www.independent.co.uk/news/education/
http://www.google.com.sg/url?sa=t&rct=j&q=&http://www.ted.com/talks/ken_robinson_says_schools_kill_creativity
http://www.technologyreview.com/news/506351/the-most-important-education-technology-in-200-years/
Knowledge SocietyFactory Model
Changing Face of Education
1. 21st Century Life and Economic Values
2. Learning Societies in 21st century
3. Core Cognitive Skills in 21st century Education
4. Activities to Develop 21st century Cognitive Skills
5. Technology for 21st century Education
6. Developing Social and Communicative Skills
7. DiaCog
CORE COGNITIVE SKILLS IN 21st
CENTURY EDUCATION
CORE COGNITIVE SKILLS IN 21st
CENTURY EDUCATION
Creativity
Inventive Thinking
Critical Thinking
Effective Communication
Collaborating in Teams
The Flexible & Self-directed Learning
Cross-cultural Understanding
ICT Literate
1. 21st Century Life and Economic Values
2. Learning Societies in 21st century
3. Core Cognitive Skills in 21st century Education
4. Activities to Develop 21st century Cognitive Skills
5. Technology for 21st century Education
6. Developing Social and Communicative Skills
7. DiaCog
Activities to Develop 21 Cognitive Skills
Tilling and Fadel (2009). 21st Century Skills
1. 21st Century Life and Economic Values
2. Learning Societies in 21st century
3. Core Cognitive Skills in 21st century Education
4. Activities to Develop 21st century Cognitive Skills
5. Technology for 21st century Education
6. Developing Social and Communicative Skills
7. DiaCog
Future direction of Knowledge!
Plagiarism=?
Privacy and Security=?
http://classroom-aid.com/technology-resources/
Web 2.0 & 21st CENTURY EDUCATION
http://content.clearchannel.com/cc-common/mlib/4665/03/4665_1362608472.jpg
Creativity & Inventive Thinking
Different forms of collaborative idea creation and
discussion tools:
– Wikis
– Blog
– Online story telling
– Brainstorming
– Concept mapping
– Multimedia (Video, audio, 3D objects etc.)
– Games
– Document Formats (Presentation, office documents etc.)
Web 2.0
Web 2.0 & Critical Thinking
• Open platform
• Impact and trustworthiness of resources
Web 2.0 & Effective Communication
• Text based messages
• Allowing different modes of non-verbal
communication.
Web 2.0 & ICT Literacy
• Chicken –Egg Problem
• Cyber ethics and rights
Web 2.0
Cross-cultural Understanding
A platform to practice attitudes.
Flexible & Self Directed Learning
• Platform for practice skills
1. 21st Century Life and Economic Values
2. Learning Societies in 21st century
3. Core Cognitive Skills in 21st century Education
4. Activities to Develop 21st century Cognitive Skills
5. Technology for 21st century Education
6. Developing Social and Communicative Skills
7. DiaCog
CORE COGNITIVE SKILLS IN 21st
CENTURY EDUCATION
Creativity
Inventive Thinking
Critical Thinking
Effective Communication
Collaborating in Teams
The Flexible & Self-directed Learning
Cross-cultural Understanding
ICT Literate
Example Argumentation
• What do you think about the role of the
internet in education in 21st century ?
Player 1’s Response to the Question
Comment of Player 2 to Player 1
Player 2’s Response to the Question
Comment of Player 3 to Player 2
Player 3’s Response to the Question
Comment of Player 1 to Player 3
What is the Structure of language
and cognition in this dialog ?
START: Copyright laws and policy could be better aligned with the interests of both consumers
and copyright holders.
 Player A: I agree, although the Copyright Act attempts to balance culture and commerce
through exclusive incentive models and fair use defenses, the law just doesn’t seem to be
keeping up with the way end users, developers, and content creators operate in the digital
sphere [Round 1], [Agree].
o Player D: For instance, current copyright laws are inadequate for the digital age
anyway, some legal experts says "Most of it was written more than a quarter
century ago," [Round 1], [Support].
o Player A: For example, we see it all the time on YouTube: people communicating
through shared content without permissions. [Round 3], [Agree].
o Player C: I think so, with the influx of innovative technologies comes new
opportunities for artists and creators to earn a living, but it is often on the fringes of
traditional copyright laws.
 Player B: Is it the case that, the Copyright Act protects “original expression,” but what is
considered “original”? [Round 1], [Question].
o Player C: I read that, a work can only be original if it is the result of independent
creative effort. It will not be original if it has been copied from something that
already exists. If it is similar to something that already exists but there has been no
copying from the existing work either directly or indirectly, then it may be
original. [Round 1], [Inform].
 Player B: I am not sure about that, copyright protection should not
depend on the artistic quality or merit of a work [Round 2], [Challenge].
 Player C: I read that, the term "original" also involves a test of
substantiality - literary, dramatic, musical and artistic works will not be
original if there has not been sufficient skill and labor expended in their
creation. But, sometimes significant investment of resources without
significant intellectual input can still count as sufficient skill and labor.
[Round 2], [Support].
o Player A: For example, there is much case law indicating, for example, that names
and titles do not have sufficient substantiality to be original and that, where an
existing work is widely known, it will be difficult to convince a court that there has
been no copying if your work is very similar or identical. [Round 3], [Inform].
 Player D: I am agree, if your work is very similar or identical to
something it is not original. [Round 3], [Agree].
 Player B: I am agreeing on that. [Round 3], [Agree].
Player D: I think. the purpose and character of the use of the works are important. If the
new work is transformative the law should be evaluate that aspect. [Round 2], [Propose].
Outline
1. 21st Century Life and Economic Values
2. Learning Societies in 21st century
3. Core Cognitive Skills in 21st century Education
4. Activities to Develop 21st century Cognitive Skills
5. Technology for 21st century Education
6. Developing Social and Communicative Skills
7. DiaCog
START: Copyright laws and policy could be better aligned with the
interests of both consumers and copyright holders.
TURN 1:
Student A: I agree, although the Copyright Act attempts to balance culture and commerce through
exclusive incentive models and fair use defenses, the law just doesn’t seem to be keeping up with the
way end users, developers, and content creators operate in the digital sphere.
Student D: For instance, current copyright laws are inadequate for the digital age
anyway, some legal experts says "Most of it was written more than a quarter
century ago,"
Teacher: Is it the case that , the Copyright Act protects “original expression,” but what
is considered “original”?
Student C: I read that, a work can only be original if it is the result of independent
creative effort.
Tracking Interactions with Cognitive Maps
Tracking Interactions with Cognitive Maps
START: Copyright laws and policy could be better aligned with the
interests of both consumers and copyright holders.
Student A: I agree, although the Copyright Act attempts to balance culture and commerce through
exclusive incentive models and fair use defenses, the law just doesn’t seem to be keeping up with the
way end users, developers, and content creators operate in the digital sphere.
Student D: For instance, current copyright laws are inadequate for the digital age
anyway, some legal experts says "Most of it was written more than a quarter
century ago,"
Teacher: Is it the case that , the Copyright Act protects “original expression,” but what
is considered “original”?
Student C: I read that, a work can only be original if it is the result of independent
creative effort.
Student C
Teacher
Student D
Student A
START
I read that, for Type II is theoretically possible to fulfill a condition which is given in the if-
clause.
Structuring cognition
Summary
1. 21st Century Life and Economic Values
2. Learning Societies in 21st century
3. Core Cognitive Skills in 21st century Education
4. Activities to Develop 21st century Cognitive Skills
5. Technology for 21st century Education
6. Developing Social and Communicative Skills
7. DiaCog
Social & Cognitive Computing
Institute of High Performance Computing, A*STAR
By Ilker Yengin (PhD)
yengini@ihpc.a-star.edu.sg
Collaborative
Thinking
Technologies
Learning in 21st Century

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21st century learning and technology

  • 2. “How people think, communicate and learn together in technology supported interactions .. .“ Ilker Yengin (PhD) Social & Cognitive Computing Institute of High Performance Computing, A*STAR
  • 4. Outline 1. 21st Century Life and Economic Values 2. Learning Societies in 21st century 3. Core Cognitive Skills in 21st century Education 4. Activities to Develop 21st century Cognitive Skills 5. Technology for 21st century Education 6. Developing Social and Communicative Skills 7. DiaCog
  • 5.
  • 7.
  • 8.
  • 9. 1. 21st Century Life and Economic Values 2. Learning Societies in 21st century 3. Core Cognitive Skills in 21st century Education 4. Activities to Develop 21st century Cognitive Skills 5. Technology for 21st century Education 6. Developing Social and Communicative Skills 7. DiaCog
  • 10.
  • 11.
  • 12. 60s 70s ICT and Change
  • 13. 80s 90s ICT and Change
  • 18.
  • 19. Knowledge Creates Greater Knowledge – Leibold, Marius, Gilbert Probst, and Michael Gibbert. Strategic Management in the Knowledge Economy: New Approaches and Business Applications. Erlangen: John Wiley & Sons.2007. “ICT enabled knowledge societies create new economical values to the products or processes that enable the knowledge societies to provide new methods to generate even greater knowledge”
  • 22. Internet= Knowledge • Positive disruptive technology • Creating new industries • Spread Knowledge • Organize new social interaction
  • 23. Education=Economic Power • Effective education of cognitive skills is positively correlated with the economic growth of the societies . Hanushek, E. A., & Wößmann, L. The role of education quality for economic growth. 2007.
  • 25. Can you calculate this for me ? 1 Percent of GDP of USA in 2013 = ? 167 Billion
  • 26.
  • 27. Question ? IF > • Internet = Economic Power • Knowledge = Internet • Knowledge Creates Greater Knowledge • Education=Economic Power • What is Education THEN?
  • 28. Question ? IF > • Internet = Economic Power • Knowledge = Internet • Knowledge Creates Greater Knowledge • Education=Economic Power What is Education THEN? > • Education = Internet=Economic Power • Education = Internet =Knowledge • Education Creates Greater Education = ? • Education Creates Greater Knowledge ?
  • 30. Winning Ingredient in the Equation • Successful economies and societies will need to be creative ! 2010 Winning Ingredients report , Standard Chartered
  • 31. • Fast changing dynamics • Knowledge as the economical value • Networked societies • Collaboration and team work • Importance of creative and innovative individuals
  • 32. 1. 21st Century Life and Economic Values 2. Learning Societies in 21st century 3. Core Cognitive Skills in 21st century Education 4. Activities to Develop 21st century Cognitive Skills 5. Technology for 21st century Education 6. Developing Social and Communicative Skills 7. DiaCog
  • 34. Exam Factory Pupils becoming 'anxious, stressed and disaffected http://www.independent.co.uk/news/education/
  • 36. 1. 21st Century Life and Economic Values 2. Learning Societies in 21st century 3. Core Cognitive Skills in 21st century Education 4. Activities to Develop 21st century Cognitive Skills 5. Technology for 21st century Education 6. Developing Social and Communicative Skills 7. DiaCog
  • 37. CORE COGNITIVE SKILLS IN 21st CENTURY EDUCATION
  • 38. CORE COGNITIVE SKILLS IN 21st CENTURY EDUCATION Creativity Inventive Thinking Critical Thinking Effective Communication Collaborating in Teams The Flexible & Self-directed Learning Cross-cultural Understanding ICT Literate
  • 39. 1. 21st Century Life and Economic Values 2. Learning Societies in 21st century 3. Core Cognitive Skills in 21st century Education 4. Activities to Develop 21st century Cognitive Skills 5. Technology for 21st century Education 6. Developing Social and Communicative Skills 7. DiaCog
  • 40. Activities to Develop 21 Cognitive Skills Tilling and Fadel (2009). 21st Century Skills
  • 41. 1. 21st Century Life and Economic Values 2. Learning Societies in 21st century 3. Core Cognitive Skills in 21st century Education 4. Activities to Develop 21st century Cognitive Skills 5. Technology for 21st century Education 6. Developing Social and Communicative Skills 7. DiaCog
  • 42. Future direction of Knowledge! Plagiarism=? Privacy and Security=?
  • 44. Web 2.0 & 21st CENTURY EDUCATION http://content.clearchannel.com/cc-common/mlib/4665/03/4665_1362608472.jpg
  • 45. Creativity & Inventive Thinking Different forms of collaborative idea creation and discussion tools: – Wikis – Blog – Online story telling – Brainstorming – Concept mapping – Multimedia (Video, audio, 3D objects etc.) – Games – Document Formats (Presentation, office documents etc.) Web 2.0
  • 46. Web 2.0 & Critical Thinking • Open platform • Impact and trustworthiness of resources
  • 47. Web 2.0 & Effective Communication • Text based messages • Allowing different modes of non-verbal communication.
  • 48. Web 2.0 & ICT Literacy • Chicken –Egg Problem • Cyber ethics and rights
  • 49. Web 2.0 Cross-cultural Understanding A platform to practice attitudes.
  • 50. Flexible & Self Directed Learning • Platform for practice skills
  • 51. 1. 21st Century Life and Economic Values 2. Learning Societies in 21st century 3. Core Cognitive Skills in 21st century Education 4. Activities to Develop 21st century Cognitive Skills 5. Technology for 21st century Education 6. Developing Social and Communicative Skills 7. DiaCog
  • 52. CORE COGNITIVE SKILLS IN 21st CENTURY EDUCATION Creativity Inventive Thinking Critical Thinking Effective Communication Collaborating in Teams The Flexible & Self-directed Learning Cross-cultural Understanding ICT Literate
  • 53. Example Argumentation • What do you think about the role of the internet in education in 21st century ? Player 1’s Response to the Question Comment of Player 2 to Player 1 Player 2’s Response to the Question Comment of Player 3 to Player 2 Player 3’s Response to the Question Comment of Player 1 to Player 3
  • 54. What is the Structure of language and cognition in this dialog ?
  • 55. START: Copyright laws and policy could be better aligned with the interests of both consumers and copyright holders.  Player A: I agree, although the Copyright Act attempts to balance culture and commerce through exclusive incentive models and fair use defenses, the law just doesn’t seem to be keeping up with the way end users, developers, and content creators operate in the digital sphere [Round 1], [Agree]. o Player D: For instance, current copyright laws are inadequate for the digital age anyway, some legal experts says "Most of it was written more than a quarter century ago," [Round 1], [Support]. o Player A: For example, we see it all the time on YouTube: people communicating through shared content without permissions. [Round 3], [Agree]. o Player C: I think so, with the influx of innovative technologies comes new opportunities for artists and creators to earn a living, but it is often on the fringes of traditional copyright laws.  Player B: Is it the case that, the Copyright Act protects “original expression,” but what is considered “original”? [Round 1], [Question]. o Player C: I read that, a work can only be original if it is the result of independent creative effort. It will not be original if it has been copied from something that already exists. If it is similar to something that already exists but there has been no copying from the existing work either directly or indirectly, then it may be original. [Round 1], [Inform].  Player B: I am not sure about that, copyright protection should not depend on the artistic quality or merit of a work [Round 2], [Challenge].  Player C: I read that, the term "original" also involves a test of substantiality - literary, dramatic, musical and artistic works will not be original if there has not been sufficient skill and labor expended in their creation. But, sometimes significant investment of resources without significant intellectual input can still count as sufficient skill and labor. [Round 2], [Support]. o Player A: For example, there is much case law indicating, for example, that names and titles do not have sufficient substantiality to be original and that, where an existing work is widely known, it will be difficult to convince a court that there has been no copying if your work is very similar or identical. [Round 3], [Inform].  Player D: I am agree, if your work is very similar or identical to something it is not original. [Round 3], [Agree].  Player B: I am agreeing on that. [Round 3], [Agree]. Player D: I think. the purpose and character of the use of the works are important. If the new work is transformative the law should be evaluate that aspect. [Round 2], [Propose].
  • 56. Outline 1. 21st Century Life and Economic Values 2. Learning Societies in 21st century 3. Core Cognitive Skills in 21st century Education 4. Activities to Develop 21st century Cognitive Skills 5. Technology for 21st century Education 6. Developing Social and Communicative Skills 7. DiaCog
  • 57. START: Copyright laws and policy could be better aligned with the interests of both consumers and copyright holders. TURN 1: Student A: I agree, although the Copyright Act attempts to balance culture and commerce through exclusive incentive models and fair use defenses, the law just doesn’t seem to be keeping up with the way end users, developers, and content creators operate in the digital sphere. Student D: For instance, current copyright laws are inadequate for the digital age anyway, some legal experts says "Most of it was written more than a quarter century ago," Teacher: Is it the case that , the Copyright Act protects “original expression,” but what is considered “original”? Student C: I read that, a work can only be original if it is the result of independent creative effort. Tracking Interactions with Cognitive Maps
  • 58. Tracking Interactions with Cognitive Maps START: Copyright laws and policy could be better aligned with the interests of both consumers and copyright holders. Student A: I agree, although the Copyright Act attempts to balance culture and commerce through exclusive incentive models and fair use defenses, the law just doesn’t seem to be keeping up with the way end users, developers, and content creators operate in the digital sphere. Student D: For instance, current copyright laws are inadequate for the digital age anyway, some legal experts says "Most of it was written more than a quarter century ago," Teacher: Is it the case that , the Copyright Act protects “original expression,” but what is considered “original”? Student C: I read that, a work can only be original if it is the result of independent creative effort. Student C Teacher Student D Student A START
  • 59. I read that, for Type II is theoretically possible to fulfill a condition which is given in the if- clause. Structuring cognition
  • 60. Summary 1. 21st Century Life and Economic Values 2. Learning Societies in 21st century 3. Core Cognitive Skills in 21st century Education 4. Activities to Develop 21st century Cognitive Skills 5. Technology for 21st century Education 6. Developing Social and Communicative Skills 7. DiaCog
  • 61. Social & Cognitive Computing Institute of High Performance Computing, A*STAR By Ilker Yengin (PhD) yengini@ihpc.a-star.edu.sg Collaborative Thinking Technologies Learning in 21st Century