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

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 clas...

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Vydané v:Journal of cases on information technology Ročník 26; číslo 1; s. 1 - 13
Hlavný autor: Zhang, Fengbin
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Hershey IGI Global 01.01.2024
Predmet:
Artificial intelligence
Automation
Classification
Experiments
Feasibility
Information management
Information systems
Information technology
Librarians
Libraries
Neural networks
Reconfiguration
Research applications
Resource management
ISSN:1548-7717, 1548-7725
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Popis
Shrnutí: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.
Bibliografia:ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ISSN:1548-7717
1548-7725
DOI:10.4018/JCIT.349134