TY - JOUR
T1 - The emergence of knowledge exchange
T2 - an agent-based model of a software market
AU - Chli, Maria
AU - De Wilde, Phillipe
PY - 2008/9
Y1 - 2008/9
N2 - We investigate knowledge exchange among commercial organizations, the rationale behind it, and its effects on the market. Knowledge exchange is known to be beneficial for industry, but in order to explain it, authors have used high-level concepts like network effects, reputation, and trust. We attempt to formalize a plausible and elegant explanation of how and why companies adopt information exchange and why it benefits the market as a whole when this happens. This explanation is based on a multiagent model that simulates a market of software providers. Even though the model does not include any high-level concepts, information exchange naturally emerges during simulations as a successful profitable behavior. The conclusions reached by this agent-based analysis are twofold: 1) a straightforward set of assumptions is enough to give rise to exchange in a software market, and 2) knowledge exchange is shown to increase the efficiency of the market.
AB - We investigate knowledge exchange among commercial organizations, the rationale behind it, and its effects on the market. Knowledge exchange is known to be beneficial for industry, but in order to explain it, authors have used high-level concepts like network effects, reputation, and trust. We attempt to formalize a plausible and elegant explanation of how and why companies adopt information exchange and why it benefits the market as a whole when this happens. This explanation is based on a multiagent model that simulates a market of software providers. Even though the model does not include any high-level concepts, information exchange naturally emerges during simulations as a successful profitable behavior. The conclusions reached by this agent-based analysis are twofold: 1) a straightforward set of assumptions is enough to give rise to exchange in a software market, and 2) knowledge exchange is shown to increase the efficiency of the market.
KW - Adaptive behavior
KW - agent-based modeling
KW - business
KW - economics
KW - cooperative systems
KW - intelligent agents
KW - multiagent
KW - systems.
UR - http://www.scopus.com/inward/record.url?scp=51449095192&partnerID=8YFLogxK
UR - http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4604815
U2 - 10.1109/TSMCA.2008.2001079
DO - 10.1109/TSMCA.2008.2001079
M3 - Article
SN - 1083-4427
VL - 38
SP - 1056
EP - 1067
JO - IEEE Transactions on Systems, Man and Cybernetics: Part A
JF - IEEE Transactions on Systems, Man and Cybernetics: Part A
IS - 5
ER -