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网络群体认知计算建模研究综述

Survey on computational modeling of network group cognition

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【作者】 尹公主张宏莉田逸艺田泽庶孟辰何嘉豪黄圣鹏

【Author】 Yin Gongzhu;Zhang Hongli;Tian Yiyi;Tian Zeshu;Meng Chen;He Jiahao;Huang Shengpeng;School of Cyberspace Science, Harbin Institute of Technology;

【通讯作者】 张宏莉;

【机构】 哈尔滨工业大学网络空间安全学院

【摘要】 现有网络群体认知计算建模研究散布于不同子领域,缺乏统一的建模框架,为此,基于计算机科学视角,使用统一符号体系回顾近期的研究成果,将相关研究归纳为3条技术主线:群体认知形成计算建模,聚焦个体认知如何涌现为群体层面认知;群体认知演化计算建模,刻画群体认知在时间维度上的演变模式;群体认知行为计算模拟,借助多智能体系统模拟并生成群体认知行为。在此基础上,系统梳理了相关技术的发展脉络,总结当前面临的关键挑战,并对未来研究方向进行展望。

【Abstract】 The current research on computational group cognition was scattered across several subfields and lacked a unified modeling framework. Therefore, based on the computer-science perspective, and used a unified notation system to review recent work. The literature was organized into three technical lines. First, group-cognition formation modeling examined how individual cognition gives rise to group-level cognitive states. Then, group-cognition evolution modeling described how group cognition changes over time and characterized typical patterns. Finally, group-cognition behavior simulation used multi-agent systems to reproduce and generate group cognitive behavior. On this basis, the development of key methods was traced, and identified current challenges and essential directions for future research.

【基金】 国家重点研发计划基金资助项目(No.2016QY03D0501)~~
  • 【文献出处】 通信学报 ,Journal on Communications , 编辑部邮箱 ,2026年03期
  • 【分类号】G206
  • 【下载频次】74
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