图书情报知识 ›› 2016, Vol. 0 ›› Issue (2): 60-68.doi: 10.13366/j.dik.2016.02.060

• 图书、文献与交流 • 上一篇    下一篇

基于大数据挖掘与决策分析体系的高校图书馆个性化服务研究

李艳,吕鹏,李珑   

Research on Personalized Services of University Library Based on the Big Data Mining and Decision Analysis System

摘要:

首先,本文从大数据的历史演变及应用价值出发,研究了高校图书馆大数据挖掘与决策分析体系(简称“体系”)建设的基础及发展方向。其次,文章设计了基于高校图书馆特点的体系架构模型与业务分析流程,并探讨体系在高校图书馆个性化服务中的应用。最后,结合体系在高校图书馆未来发展中的多个应用案例分析,证明了基于“大数据 + 微服务”的模式体系能够快速且有效地融入高校图书馆未来的建设发展中,为构建图书馆个性化服务提供技术支撑,同时为高校决策者做出科学的决策提供依据。

关键词: 高校图书馆, 大数据, 挖掘与决策分析体系, 体系架构模型, 个性化服务, 微服务

Abstract:

Firstly, starting from the historical evolution and the application value of big data, the paper presented the construction and development direction of the data-mining and decision analysis system model(short for “system”). Secondly, the paper designed the architecture model and the process of business analysis that based on the characteristics of university library as well as discussing the personalized services application of university library. At last, combined with several application analysis cases in the future development of university library, it’s proved that the system model named “big data+micro-services” can quickly and effectively integrate into the construction of university library in the future development, providing the technical supports of personalized services for university library. Meanwhile, it provided a basis for decision-makers to make scientific decisions in universities.

Key words: University library, Big data, Data-mining and decision analysis system, Architecture model, Personalized services, Micro-services