Dynamical Analysis of Dual Product Information Diffusion considering Preference in Complex Networks
With the development of science and technology, products are being updated more and more quickly. Therefore, the diffusion of product information can make people better choose products. It is very meaningful to study the competition and diffusion of multiple product information. In this paper, the d...
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| Format: | Article |
| Language: | English |
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Wiley
2020-01-01
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| Series: | Complexity |
| Online Access: | http://dx.doi.org/10.1155/2020/6819512 |
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| _version_ | 1832547001924845568 |
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| author | Liang’an Huo Xiaoxiao Xie |
| author_facet | Liang’an Huo Xiaoxiao Xie |
| author_sort | Liang’an Huo |
| collection | DOAJ |
| description | With the development of science and technology, products are being updated more and more quickly. Therefore, the diffusion of product information can make people better choose products. It is very meaningful to study the competition and diffusion of multiple product information. In this paper, the dual product information diffusion model with preference was proposed based on the mean-field equation in complex networks. The dynamic of the model was analyzed by the analysis of Markov chains. According to the Monte Carlo simulation mechanism, the critical threshold of product information was obtained. The accuracy of the theory and model results is verified by computer simulation, and the scenarios in which the two products information are mutually promoted and mutually suppressed are simulated. |
| format | Article |
| id | doaj-art-3abb52ec416e4952b6a5b8c19c6198dc |
| institution | Kabale University |
| issn | 1076-2787 1099-0526 |
| language | English |
| publishDate | 2020-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Complexity |
| spelling | doaj-art-3abb52ec416e4952b6a5b8c19c6198dc2025-02-03T06:46:23ZengWileyComplexity1076-27871099-05262020-01-01202010.1155/2020/68195126819512Dynamical Analysis of Dual Product Information Diffusion considering Preference in Complex NetworksLiang’an Huo0Xiaoxiao Xie1Business School, University of Shanghai for Science and Technology, Shanghai 200093, ChinaBusiness School, University of Shanghai for Science and Technology, Shanghai 200093, ChinaWith the development of science and technology, products are being updated more and more quickly. Therefore, the diffusion of product information can make people better choose products. It is very meaningful to study the competition and diffusion of multiple product information. In this paper, the dual product information diffusion model with preference was proposed based on the mean-field equation in complex networks. The dynamic of the model was analyzed by the analysis of Markov chains. According to the Monte Carlo simulation mechanism, the critical threshold of product information was obtained. The accuracy of the theory and model results is verified by computer simulation, and the scenarios in which the two products information are mutually promoted and mutually suppressed are simulated.http://dx.doi.org/10.1155/2020/6819512 |
| spellingShingle | Liang’an Huo Xiaoxiao Xie Dynamical Analysis of Dual Product Information Diffusion considering Preference in Complex Networks Complexity |
| title | Dynamical Analysis of Dual Product Information Diffusion considering Preference in Complex Networks |
| title_full | Dynamical Analysis of Dual Product Information Diffusion considering Preference in Complex Networks |
| title_fullStr | Dynamical Analysis of Dual Product Information Diffusion considering Preference in Complex Networks |
| title_full_unstemmed | Dynamical Analysis of Dual Product Information Diffusion considering Preference in Complex Networks |
| title_short | Dynamical Analysis of Dual Product Information Diffusion considering Preference in Complex Networks |
| title_sort | dynamical analysis of dual product information diffusion considering preference in complex networks |
| url | http://dx.doi.org/10.1155/2020/6819512 |
| work_keys_str_mv | AT lianganhuo dynamicalanalysisofdualproductinformationdiffusionconsideringpreferenceincomplexnetworks AT xiaoxiaoxie dynamicalanalysisofdualproductinformationdiffusionconsideringpreferenceincomplexnetworks |