Research on Library Resource Management Based on Modern Information Technology and Reconfigurable Mobile Information System

IF 0.7 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Journal of Cases on Information Technology Pub Date : 2024-07-24 DOI:10.4018/jcit.349134
Fengbin Zhang
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Abstract

Library resource library management based on modern information technology and reconfigurable mobile information systems have attracted much attention from researchers of academia. This paper introduces the LSTM model into the field of Chinese library resource management, and tries to propose a classification system with practical application value. The main research work:The Chinese library resource is designed LSTM model, and three experiments are designed on this basis: the coarse-grained book single classification experiment, different measures on the classification results; the fine-grained book single classification experiment, to compare The advantages and disadvantages of direct classification and layer-by-layer classification; coarse-grained book multi-classification experiments to explore the feasibility of multi-classification. After analyzing the experimental results, the model has achieved a good classification effect, and overcomes some deficiencies in the library resource library predecessors, and has a strong practical application value.
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基于现代信息技术和可重构移动信息系统的图书馆资源管理研究
基于现代信息技术和可重构移动信息系统的图书馆资源库管理备受学术界研究人员的关注。本文将LSTM模型引入中文图书馆资源管理领域,尝试提出一种具有实际应用价值的分类系统。主要研究工作:针对中文图书资源设计了LSTM模型,并在此基础上设计了三个实验:粗粒度图书单分类实验,对分类结果进行不同衡量;细粒度图书单分类实验,比较直接分类和逐层分类的优劣;粗粒度图书多分类实验,探讨多分类的可行性。经过对实验结果的分析,该模型取得了较好的分类效果,克服了图书资源库前人的一些不足,具有较强的实际应用价值。
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来源期刊
Journal of Cases on Information Technology
Journal of Cases on Information Technology COMPUTER SCIENCE, INFORMATION SYSTEMS-
CiteScore
2.60
自引率
0.00%
发文量
64
期刊介绍: JCIT documents comprehensive, real-life cases based on individual, organizational and societal experiences related to the utilization and management of information technology. Cases published in JCIT deal with a wide variety of organizations such as businesses, government organizations, educational institutions, libraries, non-profit organizations. Additionally, cases published in JCIT report not only successful utilization of IT applications, but also failures and mismanagement of IT resources and applications.
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