Please use this identifier to cite or link to this item:
https://doi.org/10.1016/S1567-4223(02)00023-6
DC Field | Value | |
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dc.title | Handy broker: An intelligent product-brokering agent for m-commerce applications with user preference tracking | |
dc.contributor.author | Guan, S. | |
dc.contributor.author | Ngoo, C.S. | |
dc.contributor.author | Zhu, F. | |
dc.date.accessioned | 2014-06-18T06:11:30Z | |
dc.date.available | 2014-06-18T06:11:30Z | |
dc.date.issued | 2002 | |
dc.identifier.citation | Guan, S.,Ngoo, C.S.,Zhu, F. (2002). Handy broker: An intelligent product-brokering agent for m-commerce applications with user preference tracking. Electronic Commerce Research and Applications 1 (3-4) : 314-330. ScholarBank@NUS Repository. <a href="https://doi.org/10.1016/S1567-4223(02)00023-6" target="_blank">https://doi.org/10.1016/S1567-4223(02)00023-6</a> | |
dc.identifier.issn | 15674223 | |
dc.identifier.uri | http://scholarbank.nus.edu.sg/handle/10635/68266 | |
dc.description.abstract | One of the potential applications for agent-based systems is m-commerce. A lot of research has been done on making such systems intelligent to personalize their services for users. In most systems, user-supplied keywords are generally used to help generate profiles for users. In this paper, an evolutionary ontology-based product-brokering agent has been designed for m-commerce applications. It uses an evaluation function to represent a user's preference instead of the usual keyword-based profile. By using genetic algorithms, the agent tracks the user's preferences for a particular product by tuning some parameters inside its evaluation function. A prototype called 'Handy Broker' has been implemented in Java and the results obtained from our experiments look promising for m-commerce use. © 2002 Published by Elsevier Science B.V. | |
dc.description.uri | http://libproxy1.nus.edu.sg/login?url=http://dx.doi.org/10.1016/S1567-4223(02)00023-6 | |
dc.source | Scopus | |
dc.subject | Genetic algorithms | |
dc.subject | m-Commerce | |
dc.subject | Product-brokering agent | |
dc.subject | Profiling | |
dc.type | Review | |
dc.contributor.department | ELECTRICAL & COMPUTER ENGINEERING | |
dc.description.doi | 10.1016/S1567-4223(02)00023-6 | |
dc.description.sourcetitle | Electronic Commerce Research and Applications | |
dc.description.volume | 1 | |
dc.description.issue | 3-4 | |
dc.description.page | 314-330 | |
dc.identifier.isiut | NOT_IN_WOS | |
Appears in Collections: | Staff Publications |
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