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Semantics and Agents Oriented Web Personalization: State of the Art

机译:面向语义和代理的Web个性化:最新技术

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摘要

Advent of technologies like semantic web, multi-agent systems, web mining has changed the internet as knowledge provider. Web personalization offers a solution to the information overload problem in current web by providing users a personalized experience, considering their interest, behavior, context and emotions. Semantic web technology is based on use of software agents, ontologies and reasoning to add meaning to web information. An important technology for achieving personalization is the use of independent intelligent software agents. This work reviews, web personalization in the light of semantic web and software agent technology. A comparative study of recent works in the domain of web personalization has been carried out for this purpose. This review highlights ample scope for application of intelligent agents in the web personalization domain for solving many existing issues like personalized content management, user profile learning, modeling and adaptive interactions with users.
机译:语义Web,多代理系统,Web挖掘等技术的出现改变了Internet成为知识提供者的地位。 Web个性化通过考虑用户的兴趣,行为,上下文和情感,为他们提供个性化的体验,从而为当前Web中的信息过载问题提供了解决方案。语义Web技术基于对软件代理,本体和推理的使用,以增加Web信息的含义。实现个性化的一项重要技术是使用独立的智能软件代理。这项工作根据语义网和软件代理技术对Web个性化进行了回顾。为此目的,对网络个性化领域的最新作品进行了比较研究。这篇评论强调了智能代理在Web个性化领域中的广泛应用,以解决许多现有问题,例如个性化内容管理,用户配置文件学习,建模以及与用户的自适应交互。

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