Adaptive Learning via Social Cognitive Theory and Digital Cultural Ecosystems

  • Joseph W. Juhnke
  • Adam R. Kallish
Part of the Lecture Notes in Computer Science book series (LNCS, volume 5638)


This paper will look at the human predisposition to oral tradition and its effectiveness as a learning tool to convey mission-critical information. After exploring the effectiveness of the conveyance of information, the paper will examine current adaptive learning research and develop a system that will marry the strengths of oral tradition with those of an optimal adaptive learning environment. Emphasis will be made in the area of military service personnel stationed in contested cultures, the aiding of their arrival and once established their continual improvement processes. This paper will then illustrate a digital cultural ecosystem that leverages the strengths of current industry thinking in digital community development and social architecture combining the adaptive learning models discussed earlier to create a dynamic digital social ecology that could significantly improve the transition process by exposing service personnel to the collective learning of all of the personnel currently and previously deployed to a particular region. It will illustrate tools and techniques that can be used to filter the quality of the collective intelligence, the dynamic categorization of new narrative and the selective recommendation of content as an adaptive learning technique. This system will incorporate a virtual environment to test the quality of learning before the military personnel are deployed and a capture and debrief system that will enable the continual improvement of service personnel as they complete missions during their deployment.


Social Cognitive Theory Military Personnel Adaptive Learning Collective Memory Oral Tradition 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


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  1. 1.
    Aguera y Arcas, B.: Photosynth Demo at Ted Talks (2007),
  2. 2.
    Bandura, A.: Organizational Application of Social Cognitive Theory. Australian Journal of Management (1988)Google Scholar
  3. 3.
    Bandura, A.: Social Foundations of Thought and Action: A Social Cognitive Theory. Prentice-Hall, Englewood Cliffs (1986)Google Scholar
  4. 4.
    Coles, R.: The Call of Stories. Houghton Mifflin Company, Boston (1989)Google Scholar
  5. 5.
    Engle, S.: The stories children tell: Making sense of the narratives of childhood. Freeman, New York (1995)Google Scholar
  6. 6.
    Gross, R., Acquisti, A.: Information revelation and privacy in online social network (the facebook case). In: Proceedings of the Workshop on Privacy in the Electronic Society, Nottingham, UK (September 2004)Google Scholar
  7. 7.
    Hung, J.H., Rosenthal, T.L.: Therapeutic Videotaped Playback. In: Fryrear, J.L., Fleshman, R. (eds.) Videotherapy in Mental Health. Thomas, Springfield (1981)Google Scholar
  8. 8.
    Miller, N.E., Dollard, J.: Social Learning and Imitation. Yale University Press, New Haven (1941)Google Scholar
  9. 9.
    Shank, R.C.: Tell me a story: A new look at real and artificial memory. Scribners, New York (1990)Google Scholar
  10. 10.
    Tannen, D.: The argument culture: Moving from debate to dialogue. Ballantine, New York (1999)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2009

Authors and Affiliations

  • Joseph W. Juhnke
    • 1
  • Adam R. Kallish
    • 1
  1. 1.Tanagram PartnersChicagoUSA

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