Using Pedagogical Agents to Support the Formation of Synthetic Communities of Practice

Baker College, Flint MI

  • Use of APA and conversational agents to support formation of CoP when there are insufficient humans

CoP

  • KM tool for various enterprises
    • preserve knowledge
    • distribute
    • integrate and teach new practitioners
    • solve hard problems by maintaining state-of-the-art
    • usually long term social structures, not always
  • three structural elements (Wenger, McDermott and Snyder 2002)
    • domain
    • community
    • practice

CoP formation possibilities

  • Face-to-face
    • classmates
    • project group members
    • can last for duration of a program
  • synchronous online
    • project group members
    • study group members
    • can last for duration of program, but not likely
  • asynchronous online
    • online discussion postings
      • disconnected by time
    • usually only lasts for duration of a class

Synthetic CoP

  • membership
    • one or more students
    • conversational agents
    • pedagogical agents
  • structure
    • scaffolded by agents with fixed or varying roles
  • duration
    • possible career
    • transcends program boundaries
    • life long learning, not going to turn off access
  • tasks, responsibilities
    • legitimate peripheral participation
    • progression towards greater integration in community

More than fancy intelligent tutoring, more than virtual social network

Instructor is a “tacit” member of community, can continue to upgrade agent knowledge, integrate new practices from the field, etc.

Community coordinator

  • tasks
    • issue identification in the domain
    • event planning and facilitation
    • linkage of community members
    • development of community members
    • managing relationship between community and organization
    • build practice
    • monitor and assess community health
  • agent coordinator is not appropriate for all tasks
    • so they cheat
    • split responsibilities between human and agent
      • human
        • domain issue identification

Target SCoP on Baker Island (SL)

  • MA in information systems management
  • Practice
    • methodologies, tools, techniques for solving problems with information technology
    • system analysis and design
      • knowledge acquisition and structuring
      • knowledge modeling and abstraction
      • requirement specification
      • system design
      • system development
    • student can talk to these different “people” about their professional practice
  • System OSS SourceForge, using Artificial Intelligence Markup Language