An integrated framework for recommendation system in e-commerce

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題名: An integrated framework for recommendation system in e-commerce

作者: Timothy K. Shih;Chuan-Feng Chiu;Hui-Huang Hsu;Fuhua Lin

關鍵詞: Agents;Computer user groups;Electronic commerce;Internet;Recommendations

日期: 2002

上傳時間: 2009-12-03T08:31:55Z

出版者: Asia University

摘要: The Internet has become a popular medium for information exchange and knowledge delivery. Several traditional social activities have moved to the Internet, such as distance learning, tele-medical system and. traditional buying and selling activities. Online merchants must know what users want, so

providing recommendation services is an important strategy. Analyzes users’

on-line behavior and interests, and recommends to them new or potential products. The analysis mechanism is based on the correlation among

customers, product items, and product features. An algorithm is developed to classify users into groups and the recommendation is based on the

classification. The system can help merchants to make suitable business decisions and provide personalized information to the customers. A generic mobile agent framework for e-commerce applications is proposed. The

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aforementioned collaborative computing architecture for the recommendation system is based on the framework.