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基于内容的社交网络用户身份识别方法 被引量:15
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作者 张树森 梁循 +2 位作者 弭宝瞳 赵吉超 周小平 《计算机学报》 EI CSCD 北大核心 2019年第8期1739-1754,共16页
社交网络中识别用户身份具有重要价值,它对社交网络的分析与监管、用户行为的预测以及用户之间交互过程的研究具有重要意义.该文针对社交网络中的用户身份进行研究,将用户身份分为组织用户和个人用户,并对这两种用户身份进行具体定义和... 社交网络中识别用户身份具有重要价值,它对社交网络的分析与监管、用户行为的预测以及用户之间交互过程的研究具有重要意义.该文针对社交网络中的用户身份进行研究,将用户身份分为组织用户和个人用户,并对这两种用户身份进行具体定义和识别.该文研究问题属于社交网络用户分析研究中的子研究问题,主要通过用户在社交网络中发表的文本内容、多媒体内容以及用户时间序列内容识别出该用户的组织-个人身份,为社交网络用户身份的识别及进一步研究提供借鉴和帮助.在识别过程中,通过对文本内容中用户的口语化水平、内容(主题)复杂化水平、内容规范化水平的度量以及多媒体内容中用户图片特性和用户时间序列内容的分析,从不同角度提出5种机器可操作的用户组织-个人身份识别方法,进而识别出社交网络中用户是组织用户还是个人用户.最后,为了验证该文所提识别方法的可行性和有效性,该文选择新浪微博数据进行实验,并通过概率模型识别方法进行了对比分析.同时,在验证过程中,使用多种指标对实验结果进行评价.实验结果表明,该文识别方法能够有效识别出用户的组织-个人身份,其中内容复杂特性识别方法、内容规范化识别方法以及时间序列内容识别方法的用户身份识别准确率超过80%. 展开更多
关键词 社交网络 身份识别 内容复杂化 内容规范化 时间序列
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中国汽车检测技术发展浅谈 被引量:3
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作者 王辉 《汽车运用》 2004年第5期17-17,共1页
关键词 中国 汽车检测技术 检测制度规范化 检测内容复杂化 检测设备标准化 检测技术智能化
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Evolutionary consequences of deception: Complexity and informational content of colony signature are favored by social parasitism 被引量:1
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作者 Maria Cristina LORENZI Laura AZZANI Anne-Genevieve BAGNRRES 《Current Zoology》 SCIE CAS CSCD 2014年第1期137-148,共12页
Nestmate recognition codes show remarkable chemical complexity, involving multiple biochemical pathways. This complexity provides the opportunity to evaluate the ecological and social conditions that favor the evoluti... Nestmate recognition codes show remarkable chemical complexity, involving multiple biochemical pathways. This complexity provides the opportunity to evaluate the ecological and social conditions that favor the evolution of complex signaling. We investigated how the chemical signatures of three populations of the social paper wasp Polistes biglumis differed in terms of concentration of hydrocarbons, proportions of branched hydrocarbons and overall variation. We tested whether the variation in chemical signatures among populations could be explained by the prevalence of social parasites or whether this was just an effect of local abiotic conditions which influenced the composition of the hydrocarbon cuticular layer. We studied the chemical signa- ture in three populations in which obligate social parasites differed in the selection pressures they imposed on host populations. Within each population, we restricted our analyses to non-parasitized hosts, to avoid potential short-term effects of parasite pres- ence on the host chemical signatures. We found that host colonies in parasitized populations had more diverse profiles than the parasite-free population. Moreover, the overall concentration of hydrocarbons and the relative proportion of branched hydrocar- bons were larger in the parasitized populations, relative to the non-parasitized one. This is to our knowledge the first evidence in favour of the hypothesis that different traits in the host chemical signatures as a whole undergo evolutionary changes resulting from directional or balancing selection imposed by social parasites. We conclude that obligate social parasites act as 'engines of diversity' on host chemical signatures and operate in favor of a geographic mosaic of diverging communication codes 展开更多
关键词 POLISTES Brood parasitism CIPHER Nestmate recognition Hydrocarbons Geographic mosaic Crozier's paradox
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