A graph model for E-commerce recommender systems
نویسندگان
چکیده
منابع مشابه
A graph model for E-commerce recommender systems
Information overload on the Web has created enormous challenges to customers selecting products for online purchases and to online businesses attempting to identify customers’ preferences efficiently. Various recommender systems employing different data representations and recommendation methods are currently used to address these challenges. In this research, we developed a graph model that pr...
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Electronic commerce (EC) is, at first sight, an electronic means to exchange large amounts of product information between users and sites. This information must be clearly written since any users who accesses the site must understand it. Given the large amounts of information available at the site, interaction with an e-market site becomes an effort. It is also time-consuming, and the user feel...
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Currently, customers’ trading activities are supported by recommender tools able to generate personalized suggestions. Many of these recommenders are centralized, lacking in efficiency and scalability, while other ones are distributed and, conversely, imply a computational overhead on the client side being often excessive or even unacceptable for many devices. In this paper, we propose a distri...
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Recommender systems are being used by an ever-increasing number of E-commerce sites to help consumers find products to purchase. What started as a novelty has turned into a serious business tool. Recommender systems use product knowledge – either hand-coded knowledge provided by experts or “mined” knowledge learned from the behavior of consumers – to guide consumers through the often-overwhelmi...
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Online systems that help users select the most preferential item from a large electronic catalog are known as product search and recommender systems. Evaluation of various proposed technologies is essential for further development in this area. This paper describes the design and implementation of two user studies in which a particular product search tool, known as example critiquing, was evalu...
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ژورنال
عنوان ژورنال: Journal of the American Society for Information Science and Technology
سال: 2004
ISSN: 1532-2882,1532-2890
DOI: 10.1002/asi.10372