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Intelligent Recommendation Model of Contemporary Pop Music Based on Knowledge Map

With the advent of the era of big data, the rise of Web2.0 completely subverts the traditional Internet model and becomes the trend of today's information age. Simultaneously, massive amounts of data and information have infiltrated various Internet companies, resulting in an increase in the pr...

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Detalles Bibliográficos
Autor principal: Zhang, Yan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8849902/
https://www.ncbi.nlm.nih.gov/pubmed/35186055
http://dx.doi.org/10.1155/2022/1756585
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author Zhang, Yan
author_facet Zhang, Yan
author_sort Zhang, Yan
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description With the advent of the era of big data, the rise of Web2.0 completely subverts the traditional Internet model and becomes the trend of today's information age. Simultaneously, massive amounts of data and information have infiltrated various Internet companies, resulting in an increase in the problem of information overload. In the online world, learning how to quickly and accurately select the parts we are interested in from a variety of data has become a hot topic. Intelligent music recommendation has become a current research hotspot in music services as a viable solution to the problem of information overload in the digital music field. On the basis of precedents, this paper examines the characteristics of music in a comprehensive and detailed manner. A knowledge graph-based intelligent recommendation algorithm for contemporary popular music is proposed. User-defined tags are described as the free genes of music in this paper, making it easier to analyze user behavior and tap into user interests. It has been confirmed that this algorithm's recommendation quality is relatively high, and it offers a new development path for improving the speed of searching for health information services.
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spelling pubmed-88499022022-02-17 Intelligent Recommendation Model of Contemporary Pop Music Based on Knowledge Map Zhang, Yan Comput Intell Neurosci Research Article With the advent of the era of big data, the rise of Web2.0 completely subverts the traditional Internet model and becomes the trend of today's information age. Simultaneously, massive amounts of data and information have infiltrated various Internet companies, resulting in an increase in the problem of information overload. In the online world, learning how to quickly and accurately select the parts we are interested in from a variety of data has become a hot topic. Intelligent music recommendation has become a current research hotspot in music services as a viable solution to the problem of information overload in the digital music field. On the basis of precedents, this paper examines the characteristics of music in a comprehensive and detailed manner. A knowledge graph-based intelligent recommendation algorithm for contemporary popular music is proposed. User-defined tags are described as the free genes of music in this paper, making it easier to analyze user behavior and tap into user interests. It has been confirmed that this algorithm's recommendation quality is relatively high, and it offers a new development path for improving the speed of searching for health information services. Hindawi 2022-02-09 /pmc/articles/PMC8849902/ /pubmed/35186055 http://dx.doi.org/10.1155/2022/1756585 Text en Copyright © 2022 Yan Zhang. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Zhang, Yan
Intelligent Recommendation Model of Contemporary Pop Music Based on Knowledge Map
title Intelligent Recommendation Model of Contemporary Pop Music Based on Knowledge Map
title_full Intelligent Recommendation Model of Contemporary Pop Music Based on Knowledge Map
title_fullStr Intelligent Recommendation Model of Contemporary Pop Music Based on Knowledge Map
title_full_unstemmed Intelligent Recommendation Model of Contemporary Pop Music Based on Knowledge Map
title_short Intelligent Recommendation Model of Contemporary Pop Music Based on Knowledge Map
title_sort intelligent recommendation model of contemporary pop music based on knowledge map
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8849902/
https://www.ncbi.nlm.nih.gov/pubmed/35186055
http://dx.doi.org/10.1155/2022/1756585
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