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Adaptive
learning
      - Presented by
         Aditi Desai
Adaptive learning


Content Outline…
Objectives
Introduction
History
Components
Applications
Examples

                                 2
Adaptive learning


Objectives…
At the end of the session, you will be able
  to-
   Describe Adaptive Learning.
   State applications of Adaptive
    Learning.



                                                 3
Adaptive learning


Introduction…

 ‘Adaptive Learning’ is a style of learning
   that focuses on prior successes and the
   use of these as the basis for developing
       future strategies and successes.



                                                4
Adaptive learning


Introduction…
• Interactive teaching device.
• Responses indicate the student’s learning
  need.
• Computers gauge and adapt the presentation
  of the material.
• Incorporating the interactivity of one-to-one
  basis in electronic education. (e-education).
• Aspects from the fields of Computer
  Science, Education and Psychology.
                                                   5
Adaptive learning


Introduction…
• Increase is due to the realization of the
  fact that traditional non-adaptive
  approaches cannot help in customizing
  learning on a large-scale.
• The aim is to change the learner from
  being a passive receptor of information
  to being a partner/team member.

                                                 6
Adaptive learning


Introduction…
•   Adaptive Educational Hypermedia
•   Computer-Based Learning
•   Adaptive Instruction
•   Intelligent Tutoring Systems
•   Computer Based Pedagogical Systems


                                              7
Adaptive learning


History…
• Artificial Intelligence Movement, 1970s
• Computers gaining the human ability to
  adapt
• Intelligent tutoring
• Cost and size of computers


                                              8
Adaptive learning


History…
• ‘AutoTutor’, Institute of Intelligent System
• Grasser said, ‘Spoken computational
  environments may foster social
  relationships that may enhance learning.’
• More classrooms becoming computerized
  has led to a steady increase in ALS
  companies

                                                 9
Components                      Adaptive learning




Expert Model…
• Stores information
• Simple – solution to question sets, lessons
  and tutorials
• Complex – expert methodologies



                                                10
Components                          Adaptive learning




Student Model…
• Simple student models involve algorithms
• CAT (Computer Adaptive Testing)
• Learner answers the questions based on their
  level of difficulty, presumed skill level of the
  subject
• As test advances, the computer selects
  questions from a narrower range of difficulty
                                                     11
Components                      Adaptive learning




Student Model…
• Complex Model algorithms provide a more
  extensive diagnosis
• Indicates conceptual strengths and
  weaknesses




                                                12
Components                        Adaptive learning




Instructional Model…
• Incorporate the best educational tools with
  the expert teacher advice for presentation
  methods
• The level of complexity of Instructional Model
  depends on the level of Student Model
• ‘Feedback’ in the form of ‘hints’ or ‘popup’
  suggestions also fall under this Model

                                                   13
Adaptive learning


Adaptive e-Learning in
Universities…
• UNSW (University of New South Wales)




                                                14
Adaptive learning



Applications…
• Knewton Learning Platform




                                            15
Adaptive learning



Other Platforms…
• CogBooks
• Mati Gati, India’s 1st adaptive learning platform




                                                    16
Adaptive learning




Any Queries ???


                           17
Adaptive learning



Video Links…
• http://www.youtube.com/watch?v=LldxxVRj4F
  U
• http://www.youtube.com/watch?v=QFKM7r76
  atM
• http://www.youtube.com/watch?v=o81ztOCLG
  So
• http://www.facebook.com/l.php?u=http%3A%
  2F%2Fwww.youtube.com%2Fwatch%3Fv%3DSr
  sp88IQ3cU&h=4AQHutbRf
                                              18
Adaptive learning




Thank You !!!

                        19

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02 aditidesai adaptivelearning