Design and Implementation of Folk Arts and Crafts Resource Library System Based on Ontology Description and Random Matrix

This article first constructs an ontology, designs the ontology of the resource library, and then uses the ontology to generate formatted SMD. It uses semantic elements to standardize the description of system resources, organizes folk arts and crafts resources in a machine understandable manner, an...

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Bibliographic Details
Published inInternational journal of ambient computing and intelligence Vol. 15; no. 1; pp. 1 - 16
Main Author Lei, Ping
Format Journal Article
LanguageEnglish
Published Hershey IGI Global 2024
Subjects
Access to information
Algorithms
Artificial intelligence
Cultural heritage
Dance
Design standards
Feature extraction
Folk art
Generations
Handicrafts
Industrial design
Inheritances
Internet resources
Libraries
Matrix theory
Metadata
Ontology
Semantics
State estimation
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ISSN1941-6237
1941-6245
DOI10.4018/IJACI.356277

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Summary:This article first constructs an ontology, designs the ontology of the resource library, and then uses the ontology to generate formatted SMD. It uses semantic elements to standardize the description of system resources, organizes folk arts and crafts resources in a machine understandable manner, and presents semantic features to users in an intuitive manner. And use random matrix theory to extract the correlation between data from massive amounts of data. The experimental results show that the running time of the system algorithm reaches 1.8 seconds, effectively avoiding the algorithm's extended state estimation falling into local optima and greatly reducing the computational complexity of the algorithm. This study is conducive to promoting the role of resource library systems and improving retrieval efficiency.
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ISSN:1941-6237
1941-6245
DOI:10.4018/IJACI.356277