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首页> 外文期刊>Journal of Computer and Systems Sciences International >A multimodel context-aware tourism recommendation service: Approach and architecture
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A multimodel context-aware tourism recommendation service: Approach and architecture

机译:多模型的上下文感知旅游推荐服务:方法和体系结构

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摘要

Recommender systems and services are now widely used to support decision-making in the fields characterized by the selection from a large number of alternatives with a significant influence of subjective preferences. A comprehensive multimodel approach to the development of context-aware recommender systems in the field of tourism information support is proposed. In particular, it is proposed to construct a recommender system based on loosely coupled modules, in which both personalized and nonpersonalized recommendation methods are implemented, and the synthesis module, which adapts the module system to the specific conditions of different kinds of initial information.
机译:推荐系统和服务现在已广泛用于支持以下领域的决策,这些领域的特征是从大量选择中选择,对主观偏好的影响很大。提出了一种综合的多模型方法来开发旅游信息支持领域中的上下文感知推荐系统。特别地,提出了基于松散耦合的模块构建推荐系统,其中实现个性化和非个性化推荐方法,以及综合模块,其使模块系统适应于各种初始信息的特定条件。

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  • 作者单位

    St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russian Federation;

    St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russian Federation;

    St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russian Federation,ITMO University, St. Petersburg, Russian Federation;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
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