PagePrompter: An Intelligent Agent for Web Navigation Created Using Data Mining Techniques
نویسندگان
چکیده
Creating an intelligent agent for web navigation, which is an agent that dynamically gives recommendations to a web site's users by learning from web usage mining and users' behavior, is a challenge for web site designers. In this paper, we introduce a novel algorithm for creating an intelligent agent for navigating a web site based on combining web usage mining and machine learning. We describe the overall design of a system called PagePrompter that implements our idea. We elaborate on the usage mining module, recommendation module, and adaptive pages modules of the PagePrompter system.
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PagePrompter: An Intelligent Web Agent Created Using Data Mining Techniques
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