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Agent-based simulation of trade in barter trade exchanges

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dc.contributor.author Nattiya Kanhabua en_US
dc.date.accessioned 2015-01-12T10:40:18Z
dc.date.available 2015-01-12T10:40:18Z
dc.identifier.other AIT Thesis no.CS-05-15 en_US
dc.identifier.uri http://www.cs.ait.ac.th/xmlui/handle/123456789/297
dc.description Pathum Thani, Thailand : Asian Institute of Technology, 2005 en_US
dc.description 60 p. : ill. en_US
dc.description.abstract In this thesis, we presented a sim u lator f o r barter trade exchange. The sim u lator is im plem ented using a data-driven approach. This technique learns probabilistic m odels of com p any purchase behavior from transacti on history data obtained from an operating com m e rcial barter trade exchange. W e experim e nt with a num ber of different tem poral and non-tem poral probabilistic m odels. Our sim u la tor is built by m a king use of the learned com p any purchase probability. The sim u late d trade is quantitatively evaluated by m easuring the agreem ent between sim u lated and actual values from different aspects (purchase am ount, sales am ount, the absolute tr ade balance and the over all trade volum e). Results show a high degree of agreem ent between the sim u lated and actual trade.
dc.relation.ispartof Thesis no. CS-05-15 en_US
dc.relation.ispartof Asian Institute of Technology. Thesis no. CS-05-15 en_US
dc.subject Barter -- Simulation methods en_US
dc.subject Electronic Commerce en_US
dc.title Agent-based simulation of trade in barter trade exchanges en_US
dc.type Thesis en_US


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