PES: Personalization and evaluation system based on multi-agents approach: Application in transport information

M. Soui, I. Benjaafar, M. Abed, K. Ghédira
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引用次数: 1

Abstract

In recent years, personalized information systems (PIS), and mainly in the field of transport, are increasingly developing. In fact, their aim is to provide the user with the relevant information that directly interests him/her and suits his/her preferences. There exist several personalization methods yet, to our knowledge and at the present point of research, the evaluation of such systems was ignored. To fill up this lack, it is necessary to envisage new personalization methods taking into account the evaluation function in order to guarantee a good quality of services that these systems may provide. In this paper, we study some existing PIS. Then, we propose a personalization and evaluation method based on multi-agent approach. Finally, we present some experimentation results in transport field to validate the mentioned approach.
基于多智能体方法的个性化与评价系统:在交通信息中的应用
近年来,个性化信息系统(PIS)日益得到发展,尤其是在交通领域。事实上,他们的目的是为用户提供他/她直接感兴趣的和适合他/她的喜好的相关信息。目前已有几种个性化方法,但就我们所知和目前的研究来看,对这些系统的评价被忽视了。为了弥补这一不足,必须设想考虑到评价功能的新的个性化方法,以保证这些系统可能提供的优质服务。本文对一些现有的PIS进行了研究。在此基础上,提出了一种基于多智能体的个性化评价方法。最后,我们给出了输运领域的一些实验结果来验证上述方法。
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