Calculation method of information dissemination based on information entropy in public internet
A method of how to calculate the influence of information dissemination based on the maximum entropy theory was presented, which aimed at evaluating the impacts of the information dissemination in the open internet environment.Firstly, the influential factors of the information dissemination were an...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2022-04-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2022026/ |
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| _version_ | 1841529033713516544 |
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| author | Panpan LI Zhengxia XIE Zengkai WANG Rui JIN |
| author_facet | Panpan LI Zhengxia XIE Zengkai WANG Rui JIN |
| author_sort | Panpan LI |
| collection | DOAJ |
| description | A method of how to calculate the influence of information dissemination based on the maximum entropy theory was presented, which aimed at evaluating the impacts of the information dissemination in the open internet environment.Firstly, the influential factors of the information dissemination were analyzed.Then, the factors that have high correlation with the calculation of information dissemination were selected by the principle of “Occam’s Razor”, based on Shannon's information entropy theory.Finally, the method of computing the influence of information dissemination was proposed based on the information entropy theory.The effectiveness of the proposed method was validated by the experiments of analyzing the influence of the information dissemination of academic paper citations and hot public opinion events.The experiments show that the proposed method is of great significance for investigating the influence of information dissemination and the extent of impacts on the audience as well as the trends of information evolution in the open internet environment. |
| format | Article |
| id | doaj-art-97d2bf6e35134619bae5073047c43261 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2022-04-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-97d2bf6e35134619bae5073047c432612025-01-15T03:26:58ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012022-04-01389010059810331Calculation method of information dissemination based on information entropy in public internetPanpan LIZhengxia XIEZengkai WANGRui JINA method of how to calculate the influence of information dissemination based on the maximum entropy theory was presented, which aimed at evaluating the impacts of the information dissemination in the open internet environment.Firstly, the influential factors of the information dissemination were analyzed.Then, the factors that have high correlation with the calculation of information dissemination were selected by the principle of “Occam’s Razor”, based on Shannon's information entropy theory.Finally, the method of computing the influence of information dissemination was proposed based on the information entropy theory.The effectiveness of the proposed method was validated by the experiments of analyzing the influence of the information dissemination of academic paper citations and hot public opinion events.The experiments show that the proposed method is of great significance for investigating the influence of information dissemination and the extent of impacts on the audience as well as the trends of information evolution in the open internet environment.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2022026/public internetcommunication influenceinformation entropymaximum entropy theorycomputational communication |
| spellingShingle | Panpan LI Zhengxia XIE Zengkai WANG Rui JIN Calculation method of information dissemination based on information entropy in public internet Dianxin kexue public internet communication influence information entropy maximum entropy theory computational communication |
| title | Calculation method of information dissemination based on information entropy in public internet |
| title_full | Calculation method of information dissemination based on information entropy in public internet |
| title_fullStr | Calculation method of information dissemination based on information entropy in public internet |
| title_full_unstemmed | Calculation method of information dissemination based on information entropy in public internet |
| title_short | Calculation method of information dissemination based on information entropy in public internet |
| title_sort | calculation method of information dissemination based on information entropy in public internet |
| topic | public internet communication influence information entropy maximum entropy theory computational communication |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2022026/ |
| work_keys_str_mv | AT panpanli calculationmethodofinformationdisseminationbasedoninformationentropyinpublicinternet AT zhengxiaxie calculationmethodofinformationdisseminationbasedoninformationentropyinpublicinternet AT zengkaiwang calculationmethodofinformationdisseminationbasedoninformationentropyinpublicinternet AT ruijin calculationmethodofinformationdisseminationbasedoninformationentropyinpublicinternet |