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Topic Presentation Assignment
   The schedule with your topic assignment and fellow
    presenters has been sent and is uploaded under Course
    Documents. Look over the reading(s) for your topic
    assignment.
       Don’t be constrained by the topic description on the syllabus,
        this is your chance to go a bit deeper into the topic area


   Notice the others presenting with you. You need to
    communicate with them ASAP to make sure you are all
    presenting different aspects of the topic (they should be
    general enough to do this). This is not a group project,
    you will each be responsible for organizing and
    moderating your own question/activity.
Topic Presentation Assignment
   The purpose of having you do the presentations is to get another
    perspective on the chosen topic so here is what you need to do to prepare
    a great presentation:
       Find AT LEAST two outside (peer-reviewed) readings on the topic.
        Ideally these readings will describe empirical studies or be a research
        review centered on your topic area. The best place to start is by
        examining the reference lists or citations from the assigned readings.
       Summarize your readings (a concise executive summary will do--
        synthesis is a good thing) and construct a discussion question/activity
        for the weekly forum. Feel free to use any media, links and/or examples
        to illustrate your points.
       Make sure to post your threads in the designated discussion forum and
        moderate the discussion throughout the week to answer questions
        and/or clarify.
       Finally, when we meet the following week, I will ask you to recap the
        discussion in the beginning of class. If you can't make the class, you will
        need to send me a summary of the discussion.
HISTORICAL OVERVIEW:
FROM BEHAVIORISM TO
COGNITIVISM
IDT 760/860
The theory of behaviorism
   Grew out of associationism
       Association and reassociation of observed elements
   S-R accounted for many observable
    phenomena
       Classical conditioning
       A means to shape behavior
       Primarily studied in animals (assuming generalization)
   Assumption
       Reactions are learned through positive or negative
        responses to stimulus
Behaviorism and Learning
   John Watson
       Nuture over nature
   Thorndike
       Cats and puzzle boxes
       Stimulus-reward evokes desired behavior
   Skinner
       Operant conditioning-added reinforcement to the
        mix
         The   subjectivity problem
Issues with Behaviorism
   Some organisms demonstrated possible
    mental models
       Rats learning mazes and adapting to change
       Could not be explained as simple stimulus-
        response
   Language development
       Are we hard-wired?
   What about the Black Box?
What is cognitive psychology?
   Focuses on the representation and processing
    of knowledge
       Keywords: representation and processing
   Understanding human perception or thought
    and memory
   These ideas are not very old
The cognitive revolution
   Defining cognition

   Disenchantment with behaviorist findings
       Generalization of findings across species was
        difficult
       Experiments with confusing results
         Breland’s pigs

   Causes:
       WWII and human performance
       Computer metaphor
       And, the debate over language
Fuzzy starting point
   Miller’s (1956) Magic Number
   Bruner (1956) and Ausubel’s (1960) focus on
    mental structures
   Founding of the Center for Cognitive Studies
    at Harvard (1960)
   Niesser’s (1967) Co g nitive Ps y c ho lo g y
   Minsky (1975) and frames
   Schemata and scripts (mid to late 70s)
Assumptions
   Mental processes exist
   Mental processes can be studied scientifically
   Humans are active information processors

   Shift from learning to learners
Studying cognitive processes
   Because these are internal processes they are
    harder to measure

   Reaction time
       More time = greater processing
   Error rates
       Gives insight into cognitive processing of
        information
   Relationship between these two
More Methods
   Accuracy
   Introspection or “think aloud protocol”
   Motor movement
   Eye movements
   EEG
       Evoked Potentials (Event Related Potentials)
         Measurement of electrical activity in the brain
         P300 is thought to be the marker for cognitive processes
COGNITIVE SCIENCE
Defining the science
   From “A Companion to Cognitive Science”
    (1998)
       Cognitive Science is the multidisciplinary scientific
        study of cognition and its role in intelligent
        agency. It examines what cognition is, what it
        does and how it works.
   From the Cognitive Science Society website
    (http://cognitivesciencesociety.org/index.html)
       “…researchers from many fields who hold a
        common goal: understanding the nature of the
        human mind”
Who is represented?
   Disciplines include:
     Psychology
     Philosophy
     Anthropology
     Education
     AI
     Linguistics
First driving force
   The field of artificial intelligence
       Forced researchers to apply workings of human
        mind to computer programming
         Mental representations
         Propositions
         Rules, concepts, images, analogies, etc.
         Mental procedures

   Providing a theoretical base for cognitive
    psychology
Assumptions in Cognitive
Science
   People have…
       mental representations lead to deductive and
        inductive processes
       mental rules and procedures for searching these rules
       a set of organized concepts and procedures for
        retrieving concepts
       verbal and visual representations that can be used as
        cases or analogs
       visual images of situations and processes for
        retrieving those images
       Representations that involve processing units linked
        by connections
Critiques of Cognitive Science
   No Accounting for Emotion
    ◦   This is being addressed
        ◦   http://emotion.autotutor.org/

   Consciousness
    ◦   Human thinking includes consciousness

   Physical world, social cognition
    ◦   Contributions of the human body and social systems to
        learning

   Dynamical systems, mathematics challenge
    ◦   Some feel the mind is a dynamical system and not bound to
        computational constraints
Where does ID fit in?
 If the purpose of the science is to understand
  the workings of the human mind, educators are
  the best consultants
 Keeps the field of cognitive science grounded

  in reality
    ◦   Practical applications for underlying theory
   We can learn from them…they can learn from
    us
Changes in Next Week
   Please finish Chapter 3 of Martinez before
    next week (from page 50 on by Jan 29)

   I am making some adjustments to the reading
    list for the weeks of:
       Feb 5
       March 5

   These adjustments will come to you via
    Blackboard email

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Behaviorism tocognitivism 13

  • 1. Topic Presentation Assignment  The schedule with your topic assignment and fellow presenters has been sent and is uploaded under Course Documents. Look over the reading(s) for your topic assignment.  Don’t be constrained by the topic description on the syllabus, this is your chance to go a bit deeper into the topic area  Notice the others presenting with you. You need to communicate with them ASAP to make sure you are all presenting different aspects of the topic (they should be general enough to do this). This is not a group project, you will each be responsible for organizing and moderating your own question/activity.
  • 2. Topic Presentation Assignment  The purpose of having you do the presentations is to get another perspective on the chosen topic so here is what you need to do to prepare a great presentation:  Find AT LEAST two outside (peer-reviewed) readings on the topic. Ideally these readings will describe empirical studies or be a research review centered on your topic area. The best place to start is by examining the reference lists or citations from the assigned readings.  Summarize your readings (a concise executive summary will do-- synthesis is a good thing) and construct a discussion question/activity for the weekly forum. Feel free to use any media, links and/or examples to illustrate your points.  Make sure to post your threads in the designated discussion forum and moderate the discussion throughout the week to answer questions and/or clarify.  Finally, when we meet the following week, I will ask you to recap the discussion in the beginning of class. If you can't make the class, you will need to send me a summary of the discussion.
  • 3. HISTORICAL OVERVIEW: FROM BEHAVIORISM TO COGNITIVISM IDT 760/860
  • 4. The theory of behaviorism  Grew out of associationism  Association and reassociation of observed elements  S-R accounted for many observable phenomena  Classical conditioning  A means to shape behavior  Primarily studied in animals (assuming generalization)  Assumption  Reactions are learned through positive or negative responses to stimulus
  • 5. Behaviorism and Learning  John Watson  Nuture over nature  Thorndike  Cats and puzzle boxes  Stimulus-reward evokes desired behavior  Skinner  Operant conditioning-added reinforcement to the mix  The subjectivity problem
  • 6. Issues with Behaviorism  Some organisms demonstrated possible mental models  Rats learning mazes and adapting to change  Could not be explained as simple stimulus- response  Language development  Are we hard-wired?  What about the Black Box?
  • 7. What is cognitive psychology?  Focuses on the representation and processing of knowledge  Keywords: representation and processing  Understanding human perception or thought and memory  These ideas are not very old
  • 8. The cognitive revolution  Defining cognition  Disenchantment with behaviorist findings  Generalization of findings across species was difficult  Experiments with confusing results  Breland’s pigs  Causes:  WWII and human performance  Computer metaphor  And, the debate over language
  • 9. Fuzzy starting point  Miller’s (1956) Magic Number  Bruner (1956) and Ausubel’s (1960) focus on mental structures  Founding of the Center for Cognitive Studies at Harvard (1960)  Niesser’s (1967) Co g nitive Ps y c ho lo g y  Minsky (1975) and frames  Schemata and scripts (mid to late 70s)
  • 10. Assumptions  Mental processes exist  Mental processes can be studied scientifically  Humans are active information processors  Shift from learning to learners
  • 11. Studying cognitive processes  Because these are internal processes they are harder to measure  Reaction time  More time = greater processing  Error rates  Gives insight into cognitive processing of information  Relationship between these two
  • 12. More Methods  Accuracy  Introspection or “think aloud protocol”  Motor movement  Eye movements  EEG  Evoked Potentials (Event Related Potentials)  Measurement of electrical activity in the brain  P300 is thought to be the marker for cognitive processes
  • 14. Defining the science  From “A Companion to Cognitive Science” (1998)  Cognitive Science is the multidisciplinary scientific study of cognition and its role in intelligent agency. It examines what cognition is, what it does and how it works.  From the Cognitive Science Society website (http://cognitivesciencesociety.org/index.html)  “…researchers from many fields who hold a common goal: understanding the nature of the human mind”
  • 15. Who is represented?  Disciplines include:  Psychology  Philosophy  Anthropology  Education  AI  Linguistics
  • 16. First driving force  The field of artificial intelligence  Forced researchers to apply workings of human mind to computer programming  Mental representations  Propositions  Rules, concepts, images, analogies, etc.  Mental procedures  Providing a theoretical base for cognitive psychology
  • 17. Assumptions in Cognitive Science  People have…  mental representations lead to deductive and inductive processes  mental rules and procedures for searching these rules  a set of organized concepts and procedures for retrieving concepts  verbal and visual representations that can be used as cases or analogs  visual images of situations and processes for retrieving those images  Representations that involve processing units linked by connections
  • 18. Critiques of Cognitive Science  No Accounting for Emotion ◦ This is being addressed ◦ http://emotion.autotutor.org/  Consciousness ◦ Human thinking includes consciousness  Physical world, social cognition ◦ Contributions of the human body and social systems to learning  Dynamical systems, mathematics challenge ◦ Some feel the mind is a dynamical system and not bound to computational constraints
  • 19. Where does ID fit in?  If the purpose of the science is to understand the workings of the human mind, educators are the best consultants  Keeps the field of cognitive science grounded in reality ◦ Practical applications for underlying theory  We can learn from them…they can learn from us
  • 20. Changes in Next Week  Please finish Chapter 3 of Martinez before next week (from page 50 on by Jan 29)  I am making some adjustments to the reading list for the weeks of:  Feb 5  March 5  These adjustments will come to you via Blackboard email