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
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