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A Social-aware and Mobile Computing-based E-Commerce Product Recommendation System
E-commerce product recommendation system can help users to find their own products quickly from a large number of products. To address the shortcomings of the current e-commerce product recommendation system, such as low efficiency and large recommendation errors, we designed an intelligent recommen...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8957409/ https://www.ncbi.nlm.nih.gov/pubmed/35345796 http://dx.doi.org/10.1155/2022/9501246 |
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author | Xu, Qin Wang, Jun |
author_facet | Xu, Qin Wang, Jun |
author_sort | Xu, Qin |
collection | PubMed |
description | E-commerce product recommendation system can help users to find their own products quickly from a large number of products. To address the shortcomings of the current e-commerce product recommendation system, such as low efficiency and large recommendation errors, we designed an intelligent recommendation system based on social awareness and mobile computing. The behavioral characteristics of the current e-commerce product recommendation system are analyzed; the e-commerce product recommendation system is built according to the data processing technology of mobile computing, and the key technologies of the e-commerce product recommendation system are designed. The test results show that the proposed system overcomes the shortcomings of the traditional e-commerce product recommendation system, speeds up the speed of users to find the products they really need from a large number of products, improves the accuracy of e-commerce product recommendations, and the error of e-commerce product recommendations is much lower than that of the traditional, which has higher practical application value. |
format | Online Article Text |
id | pubmed-8957409 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-89574092022-03-27 A Social-aware and Mobile Computing-based E-Commerce Product Recommendation System Xu, Qin Wang, Jun Comput Intell Neurosci Research Article E-commerce product recommendation system can help users to find their own products quickly from a large number of products. To address the shortcomings of the current e-commerce product recommendation system, such as low efficiency and large recommendation errors, we designed an intelligent recommendation system based on social awareness and mobile computing. The behavioral characteristics of the current e-commerce product recommendation system are analyzed; the e-commerce product recommendation system is built according to the data processing technology of mobile computing, and the key technologies of the e-commerce product recommendation system are designed. The test results show that the proposed system overcomes the shortcomings of the traditional e-commerce product recommendation system, speeds up the speed of users to find the products they really need from a large number of products, improves the accuracy of e-commerce product recommendations, and the error of e-commerce product recommendations is much lower than that of the traditional, which has higher practical application value. Hindawi 2022-03-19 /pmc/articles/PMC8957409/ /pubmed/35345796 http://dx.doi.org/10.1155/2022/9501246 Text en Copyright © 2022 Qin Xu and Jun Wang. 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 Xu, Qin Wang, Jun A Social-aware and Mobile Computing-based E-Commerce Product Recommendation System |
title | A Social-aware and Mobile Computing-based E-Commerce Product Recommendation System |
title_full | A Social-aware and Mobile Computing-based E-Commerce Product Recommendation System |
title_fullStr | A Social-aware and Mobile Computing-based E-Commerce Product Recommendation System |
title_full_unstemmed | A Social-aware and Mobile Computing-based E-Commerce Product Recommendation System |
title_short | A Social-aware and Mobile Computing-based E-Commerce Product Recommendation System |
title_sort | social-aware and mobile computing-based e-commerce product recommendation system |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8957409/ https://www.ncbi.nlm.nih.gov/pubmed/35345796 http://dx.doi.org/10.1155/2022/9501246 |
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