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Bio-feedback methods for enhancing
knowledge transfer




                                www.complexity.ro
Proposal
  The Knowledge Based Society defines HUMANS as the
    source of creation. Knowledge becomes the main
    asset. Management and creation of knowledge
    become an important drive for development.




Tools and methods to facilitate knowledge transfer;
              focus on tacit knowledge




                                           www.complexity.ro
Hypothesis 1

Tacit knowledge is only partially externalizable: the
  person is often unaware of it, or cannot explain it;
  This knowledge is attained through personal
  experience, therefore is connected to the person’s
  history.




 To access it, one has to observe the subject’s reaction
   to tasks and situations, and be able to quantify or
                       objectify it.



                                               www.complexity.ro
Hypothesis 2

There is a strong Mental/Affective coupling in the brain;
Through hormonal release, mental and affective
  processes influence physiology throughout the body!




     Subtle changes in these signals, or specific
       patterns thereof, can be associated with
   learning and personal development, reflecting a
         “re-organization” of brain processes.




                                              www.complexity.ro
Hypothesis 3
Personal discovery occurs through comparison with
  others; quantifying differences in perception, abilities,
  and attitude between people can vastly improve
  mutual understanding, knowledge transfer, career
  management, etc…




      Database of signal parameters for different
                 ages, cultures, etc.
             Not a model, but a heuristic



                                                www.complexity.ro
Approach: biomonitoring and biofeedback




                                www.complexity.ro
Parameter space




                  ”fingerprint”
                   of behavior




                     Behavior
                    Parameters




                  www.complexity.ro
Parameter space



                  Results of 4
                  different
                  physical
                  exercises




                  www.complexity.ro
Data Synthesis

   Subject 1
               Testing                                   Integration
                                                  (e.g., PCA + neural nets)
   Subject 2     Signal
                Database

                           Vectorization
   Subject n               A representative set
                           of signal estimators




       Modeling &
    Signal processing




                                                              www.complexity.ro
Database




           www.complexity.ro

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Csc ist bonus2

  • 1. Bio-feedback methods for enhancing knowledge transfer www.complexity.ro
  • 2. Proposal The Knowledge Based Society defines HUMANS as the source of creation. Knowledge becomes the main asset. Management and creation of knowledge become an important drive for development. Tools and methods to facilitate knowledge transfer; focus on tacit knowledge www.complexity.ro
  • 3. Hypothesis 1 Tacit knowledge is only partially externalizable: the person is often unaware of it, or cannot explain it; This knowledge is attained through personal experience, therefore is connected to the person’s history. To access it, one has to observe the subject’s reaction to tasks and situations, and be able to quantify or objectify it. www.complexity.ro
  • 4. Hypothesis 2 There is a strong Mental/Affective coupling in the brain; Through hormonal release, mental and affective processes influence physiology throughout the body! Subtle changes in these signals, or specific patterns thereof, can be associated with learning and personal development, reflecting a “re-organization” of brain processes. www.complexity.ro
  • 5. Hypothesis 3 Personal discovery occurs through comparison with others; quantifying differences in perception, abilities, and attitude between people can vastly improve mutual understanding, knowledge transfer, career management, etc… Database of signal parameters for different ages, cultures, etc. Not a model, but a heuristic www.complexity.ro
  • 6. Approach: biomonitoring and biofeedback www.complexity.ro
  • 7. Parameter space ”fingerprint” of behavior Behavior Parameters www.complexity.ro
  • 8. Parameter space Results of 4 different physical exercises www.complexity.ro
  • 9. Data Synthesis Subject 1 Testing Integration (e.g., PCA + neural nets) Subject 2 Signal Database Vectorization Subject n A representative set of signal estimators Modeling & Signal processing www.complexity.ro
  • 10. Database www.complexity.ro