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Gaining Strategic Advantage through Bibliomining: Data Mining for Management Decisions in Corporate, Special, Digital, and Traditional Libraries

机译:通过书目化获取战略优势:公司,特殊,数字和传统图书馆中用于管理决策的数据挖掘

摘要

Library and information services in corporations, schools, universities, and communities capture information about their users, circulation history, resources in the collection, and search patterns (Koenig, 1985). Unfortunately, few libraries have taken advantage of these data as a way to improve customer service, manage acquisition budgets, or influence strategic decision-making about uses of information in their organizations. In this chapter, we present a global view of the data generated in libraries and the variety of decisions that those data can inform. We describe ways in which library and information managers can use data mining in their libraries, i.e. bibliomining, to understand patterns of behavior among library users and staff members and patterns of informationudresource use throughout the institution. The chapter examines data sources and possible applications of data mining techniques and explores the legal and ethical implications of data mining in libraries.
机译:公司,学校,大学和社区中的图书馆和信息服务捕获有关其用户,流通历史,馆藏资源和搜索模式的信息(Koenig,1985年)。不幸的是,很少有图书馆利用这些数据来改善客户服务,管理采购预算或影响组织中有关信息使用的战略决策。在本章中,我们提供了对库中生成的数据以及这些数据可以提供的各种决策的全局视图。我们描述了图书馆和信息管理人员可以如何在其图书馆中使用数据挖掘(即参考书目),以了解图书馆用户和工作人员之间的行为模式以及整个机构中信息无资源使用的模式。本章探讨了数据源和数据挖掘技术的可能应用,并探讨了图书馆中数据挖掘的法律和道德意义。

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