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将CARMA算法这一新式数据挖掘算法应用于图书借阅流通领域。在概述CARMA算法的基础上,文章完整、详尽地阐述了将CARMA挖掘算法应用于图书流通领域从数据预处理到建立模型再到数据挖掘结果分析的整个流程,并基于上海交通大学图书馆2009-2010年的借阅数据进行了实证研究,得出了各类图书间的借阅关联性。本研究意在为图书馆图书资源采购和馆藏资源空间布置提供可资借鉴的依据。最后,文章还给出了图书馆在图书采购工作和馆藏资源空间布置等方面的建议。
The CARMA algorithm, a new data mining algorithm used in the field of book circulation. On the basis of an overview of CARMA algorithm, this paper provides a complete and exhaustive overview of the CARMA mining algorithm applied to the field of book circulation from data preprocessing to model building and data mining results analysis of the entire process, and based on the Shanghai Jiao Tong University Library 2009- In 2010, we conducted an empirical study on the borrowing data and obtained the borrowing relevance among various types of books. The purpose of this study is to provide reference for the library book resource procurement and the spatial arrangement of collection resources. Finally, the article also gives the suggestions of the library in the book procurement and the space layout of the collection resources.