• DocumentCode
    42159
  • Title

    Validating Agent Interactions in Construct Against Empirical Communication Networks Using the Calibrated Grounding Technique

  • Author

    Schreiber, C. ; Carley, Kathleen M.

  • Author_Institution
    Broyhill Inst. for Bus. Leadership, Lenoir-Rhyne Univ., Hickory, NC, USA
  • Volume
    43
  • Issue
    1
  • fYear
    2013
  • fDate
    Jan. 2013
  • Firstpage
    208
  • Lastpage
    214
  • Abstract
    Validating a computational model is important as it establishes that the model has met its intended purpose of representing the system under study. In this paper, we perform a validation study on Construct, a multiagent network model for the coevolution of agents and the sociocultural environments that they inhabit. In particular, we focus on validating agent interactions produced by the model against empirical communication networks collected in real-world organizations. Validation is performed using our novel calibrated grounding technique. Results show that Construct can produce valid agent interactions. The benefits and implications of the study are discussed.
  • Keywords
    business data processing; multi-agent systems; organisational aspects; Construct; agent coevolution; agent interaction; calibrated grounding technique; empirical communication network; multiagent network model; real-world organization; sociocultural environment; Communication networks; Computational modeling; Correlation; Grounding; Knowledge engineering; Mathematical model; Organizations; Multiagent network model; organization theory; simulation; social networks; validation;
  • fLanguage
    English
  • Journal_Title
    Systems, Man, and Cybernetics: Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    2168-2216
  • Type

    jour

  • DOI
    10.1109/TSMCA.2012.2192104
  • Filename
    6301751