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
Link To Document :
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