基于数据关联与文本挖掘技术的图书馆文献资源开发利用研究

Study on Development and Utilization of Library Literature Resources Based on Association Data and Text Mining Technology

数据关联与文本挖掘技术为图书馆文献资源开发利用提供了新方法。文章阐述了图书馆文献资源开发利用的现状,阐明应用数据关联与文本挖掘技术的必要性,明确了基于数据关联与文本挖掘技术图书馆文献资源开发利用的4项原则,即持久性原则、重点性原则、主动性原则与价值性原则。并从数据源、文本处理、文本挖掘分析、可视化处理4个方面设计了基于数据关联与文本挖掘技术图书馆文献资源开发利用的流程,提出了构建过程中应注意的问题,以期推动图书馆文献资源的开发与利用。

Association data and text mining technology provide a new method for the development and utilization of library literature resources. This article expounded the current situation of the development and utilization of library literature resources, elucidated the necessity of applying association data and text mining technology, and clarified four principles of the development and utilization of library literature resources based on association data and text mining technology, namely, the principles of persistence, focus, initiative and value. It also designed the process of development and utilization of library literature resources based on association data and text mining technology from the aspects of data source, text processing, text mining analysis and visualization processing, and proposed the problems that should be paid attention to during the construction process, in order to promote the development and utilization of library literature resources.