Tracking the Diffusion of Contact-Induced Disease from Social Interactions and Limited Observations of Symptoms

机译：从社交互动和症状的有限观察中追踪接触性疾病的扩散

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In this paper, we present an effective method to track diffusion of contact-induced disease at individual level, by utilizing both social interaction data captured by social sensors and limited symptom data reported by probe volunteers in a social community. Our method is effective, as demonstrated by experiments on a large synthesized dataset covering 1,300 people.

机译：在本文中，我们通过利用社交传感器捕获的社交互动数据和社交社区中的调查志愿者报告的有限症状数据，提出了一种有效的方法来跟踪接触诱发疾病在个体水平上的扩散。我们的方法是有效的，通过对覆盖1,300人的大型综合数据集进行的实验证明。

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来源
《2016 IEEE First Conference on Connected Health: Applications, Systems and Engineering Technologies》|2016年|340-341|共2页
会议地点 Washington DC(US)
作者
Le Fang; Tong Guan; Wen Dong; Chunming Qiao;
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作者单位

Dept. of Comput. Sci. Eng., State Univ. of New York at Buffalo, Buffalo, NY, USA;

Dept. of Comput. Sci. Eng., State Univ. of New York at Buffalo, Buffalo, NY, USA;

Dept. of Comput. Sci. Eng., State Univ. of New York at Buffalo, Buffalo, NY, USA;

Dept. of Comput. Sci. Eng., State Univ. of New York at Buffalo, Buffalo, NY, USA;

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会议组织
原文格式 PDF
正文语种 eng
中图分类
关键词
Sensors; Sociology; Statistics; Diseases; Hidden Markov models; Conferences; Probes;

机译：传感器;社会学;统计;疾病;隐马尔可夫模型;会议;探针;

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Tracking the Diffusion of Contact-Induced Disease from Social Interactions and Limited Observations of Symptoms

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