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The application of intelligent agents in libraries: A survey

机译:智能代理在图书馆中的应用:一项调查

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Purpose: The purpose of this article is to provide a comprehensive literature review on the utilisation of intelligent agent technology in the library environment. Design/methodology/approach: Research papers since 1990 on the use of various intelligent agent technologies in libraries are divided into two main application areas: digital library (DL), including agent-based DL projects, multi-agent architecture for DLs, intelligent agents for distributed heterogeneous information retrieval and agent support to information search process in DLs; and services in traditional libraries, including user interface for library information systems, automatic reference services and multi-agent architecture for library services. For each paper on the topic, its new ideas or models, referred work, analyses, experiments, findings and conclusions are addressed. Findings: The majority of the literature covers DLs and there have been fewer studies about services in traditional libraries. A variety of architecture, framework and models integrating agent technology in library systems or services are proposed, but only a few have been implemented in the practical environment. The application of agent technology is still at the research and experimentation stage. Agent technology has great potential in many areas in the library context; however it presents challenges to libraries that want to be involved in its adoption. Practical implications: The survey has practical implications for libraries, librarians and computer professionals in developing projects that employ intelligent agent technology to meet end-users' expectations as well as to improve information services within limited resources in library settings. Originality/value: The paper provides a comprehensive survey on the development and research of intelligent agents in libraries in literature.
机译:目的:本文的目的是提供有关在图书馆环境中使用智能代理技术的全面文献综述。设计/方法/方法:自1990年以来有关在图书馆中使用各种智能代理技术的研究论文分为两个主要应用领域:数字图书馆(DL),包括基于代理的DL项目,用于DL的多代理体系结构,智能代理用于分布式异构信息检索以及对DL中信息搜索过程的代理支持;传统图书馆的服务和服务,包括图书馆信息系统的用户界面,自动参考服务和图书馆服务的多代理体系结构。对于该主题的每篇论文,都会讨论其新思想或新模型,相关工作,分析,实验,发现和结论。调查结果:多数文献涵盖了DL,而有关传统图书馆中服务的研究却很少。提出了将代理技术集成到图书馆系统或服务中的各种体系结构,框架和模型,但是在实际环境中仅实现了少数几个。 Agent技术的应用还处于研究和实验阶段。代理技术在图书馆的许多领域都具有巨大的潜力。但是,它给想要参与其采用的图书馆带来了挑战。实际意义:该调查对图书馆,图书馆员和计算机专业人员开发利用智能代理技术满足最终用户期望并在图书馆环境中有限资源内改善信息服务的项目具有实际意义。原创性/价值:本文对文献中智能代理的发展和研究进行了全面的调查。

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