情报科学 ›› 2024, Vol. 42 ›› Issue (12): 89-94.

• 理论研究 • 上一篇    下一篇

图书馆用户行为多维关联分析与资源智能聚合机制研究

  

  • 出版日期:2024-12-05 发布日期:2025-06-27

  • Online:2024-12-05 Published:2025-06-27

摘要: 【目的/意义】馆藏资源利用行为数据的分析可以为图书馆管理和服务提供决策支持,对其科学合理地组织 有利于拓展分析的深度、广度和效率。【方法/过程】采用基于数据仓库的多维数据组织方法,定义图书馆资源利用 行为中各要素的关系及其可分析的维度,融入数据仓库技术和大数据技术,使其适用于大规模行为数据的分析与 挖掘。【结果/结论】本研究提出了基础性数据组织范式,可提高图书馆资源管理与智能化服务水平。【创新/局限】将 使资源的采集、组织、利用和推送达到智能化的高度。

Abstract: 【Purpose/significance】The analysis of data on the utilization behavior of library resources can provide decision support for library management and services, and organizing it scientifically and reasonably is conducive to expanding the depth, breadth, and effi⁃ ciency of analysis.【Method/process】Adopting a multidimensional data organization method based on data warehouse, defining the re⁃ lationships and analyzable dimensions of various elements in library resource utilization behavior, integrating data warehouse technol⁃ ogy and big data technology, making it suitable for the analysis and mining of large-scale behavioral data.【Result/conclusion】This study proposes a fundamental data organization paradigm that can improve the level of library resource management and intelligent ser⁃ vices.【Innovation/limitation】will enable the collection, organization, utilization, and push of resources to reach a high level of intelli⁃ gence.