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Simulation of trade in barter trade exchanges

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dc.contributor.author Khaimook Dhananaiyapergse en_US
dc.date.accessioned 2015-01-12T10:39:56Z
dc.date.available 2015-01-12T10:39:56Z
dc.identifier.other AIT Thesis no.CS-03-23 en_US
dc.identifier.uri http://www.cs.ait.ac.th/xmlui/handle/123456789/270
dc.description Pathum Thani, Thailand : Asian Institute of Technology, 2003 en_US
dc.description 59, 6 p. en_US
dc.description.abstract Mod ern barter business, a kind of B2B e-Ma rketplace, is a trade exchange done via Web- based technologies between two or more companies associate with a broker company. This kind of trade grows rapidly in the past few years. There are researches on B2B e-Marketplace co ncentrated on improving the system efficiency, such as customer purchase prediction, system trade volume maximization and system trade balance optimization. However, those researches have never been observed their properties and effectiveness against the real system. Thus, this thesis contributes to the issue. Main purposes of this thesis are to learn the pu rchase behavior of companies in a barter pool and simulate the purchase behavior of companies. We apply Naïve bayes classifier with aspects as purchase the behavior learning. The inverse-transform method is conducted to simulate the learned purchase behavior. Experiments conducted are divided into three parts. The first part is designed to evaluate the learned purchase behavior. The second part is designed to evaluate the simulated purchase behavior. The last part is designed to ev aluate the optimization algorithm. The evaluation results of the first two parts show that the purchase behavior learning algorithm and purchase simulating algorithm are able to accomplish thei r objectives. The evaluation result of the third task shows that the optimization module is able to reduce the system absolute balance and increase the system trade volume.
dc.relation.ispartof Thesis no. CS-03-23 en_US
dc.relation.ispartof Asian Institute of Technology. Thesis no. CS-03-23 en_US
dc.subject Barter -- Computer simulation en_US
dc.subject Telemarketing en_US
dc.subject Exchange -- Computer simulation en_US
dc.title Simulation of trade in barter trade exchanges en_US
dc.type Thesis en_US

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