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An information-DNA based method of information dissemination and evolution on Internet
- Telecommunications Science Vol. 38, Issue 11, Pages: 36-46(2022)
- 作者机构：
1. 嘉兴学院，浙江 嘉兴 314001
2. 哈尔滨工业大学，黑龙江 哈尔滨150001
- 作者简介：
- 基金信息：
DOI：10.11959/j.issn.1000-0801.2022280
CLC： G206-
Published Online：2022-11，
Published：20 November 2022
- 稿件说明：
移动端阅览
Panpan LI, Zhengxia XIE, Zengkai WANG, et al. An information-DNA based method of information dissemination and evolution on Internet[J]. Telecommunications science, 2022, 38(11): 36-46.
Panpan LI, Zhengxia XIE, Zengkai WANG, et al. An information-DNA based method of information dissemination and evolution on Internet[J]. Telecommunications science, 2022, 38(11): 36-46. DOI： 10.11959/j.issn.1000-0801.2022280.
摘要
针对如何解决互联网上信息内容传播及演化过程追溯的问题，提出了一种基于信息DNA的互联网信息传播及演化追溯方法。首先，根据领域知识对互联网信息内容进行语义抽取，形成信息内容关键特征集；然后，使用信息内容关键特征集，提出基于局部敏感哈希的信息DNA构建方法；最后，通过公开数据集验证了所提方法的可用性及有效性。以信息DNA为核心标识符解决了互联网同源信息传播及演化过程可追溯的问题，对研究互联网信息内容传播、演化追溯及网络舆情事件的治理与引导等有重要的现实意义。
Abstract
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.
关键词
Keywords
references
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