An information-DNA based method of information dissemination and evolution on Internet
To solve the problem of how to trace the information content dissemination and evolution process on the Internet, an information DNA-based method of information dissemination and evolution on Internet was proposed.Firstly, semantic extraction of Internet information content was performed based on do...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2022-11-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2022280/ |
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| _version_ | 1841530762551099392 |
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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 | To solve the problem of how to trace the information content dissemination and evolution process on the Internet, an information DNA-based method of information dissemination and evolution on Internet was proposed.Firstly, semantic extraction of Internet information content was performed based on domain knowledge to form a key feature set of information content.Then, using the key feature set of information content, an information DNA construction method based on locally sensitive hashing was proposed.Finally, the usability and effectiveness of the proposed method were verified by public dataset.The problem of traceability of Internet homologous information dissemination and evolution process was solved by using information DNA as the core identifier, which was of great practical significance for the study of Internet information content dissemination, evolution tracing and the governance and guidance of Internet public opinion events. |
| format | Article |
| id | doaj-art-949b78901ca44ef5960387eb94b550e9 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2022-11-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-949b78901ca44ef5960387eb94b550e92025-01-15T02:59:52ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012022-11-0138364659575050An information-DNA based method of information dissemination and evolution on InternetPanpan LIZhengxia XIEZengkai WANGRui JINTo solve the problem of how to trace the information content dissemination and evolution process on the Internet, an information DNA-based method of information dissemination and evolution on Internet was proposed.Firstly, semantic extraction of Internet information content was performed based on domain knowledge to form a key feature set of information content.Then, using the key feature set of information content, an information DNA construction method based on locally sensitive hashing was proposed.Finally, the usability and effectiveness of the proposed method were verified by public dataset.The problem of traceability of Internet homologous information dissemination and evolution process was solved by using information DNA as the core identifier, which was of great practical significance for the study of Internet information content dissemination, evolution tracing and the governance and guidance of Internet public opinion events.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2022280/information DNAinformation evolutioninformation disseminationcomputational communication |
| spellingShingle | Panpan LI Zhengxia XIE Zengkai WANG Rui JIN An information-DNA based method of information dissemination and evolution on Internet Dianxin kexue information DNA information evolution information dissemination computational communication |
| title | An information-DNA based method of information dissemination and evolution on Internet |
| title_full | An information-DNA based method of information dissemination and evolution on Internet |
| title_fullStr | An information-DNA based method of information dissemination and evolution on Internet |
| title_full_unstemmed | An information-DNA based method of information dissemination and evolution on Internet |
| title_short | An information-DNA based method of information dissemination and evolution on Internet |
| title_sort | information dna based method of information dissemination and evolution on internet |
| topic | information DNA information evolution information dissemination computational communication |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2022280/ |
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