Co-evolution of epidemics, interventions, and behavior in network epidemiology

网络流行病学中流行病、干预措施和行为的共同演化

• 批准号: 21H04595
• 负责人: Holme Petter
• 金额: $ 26.87万
• 依托单位: Kobe University
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for Scientific Research (A)
• 财政年份: 2021
• 资助国家: 日本
• 起止时间: 2021-04-05 至 2025-03-31
• 项目状态: 未结题
• 来源: https://kaken.nii.ac.jp/en/grant/KAKENHI-PROJECT-21H04595/
• 关键词: Network epidemiology; Network science; 理論的疫学; Game theory; Behavioral modeling; Theoretical epidemiology

FY2021 saw many advancements toward the objectives of the program. The PI published works about the co-evolution of sentiments, behavior, and disease spreading using social media data and a seminal study of Chinese mobility in the first year of Covid-19. Another work by the PI concerned how to represent contact data more efficiently for network epidemiology. Co-I Masuda contributed to several theoretical studies of disease spreading and how to analyze epidemic data. Co-I Ibuka had several publications about Covid-19 in Japan, and its social implications, including a seminal article about movement patterns during the Olympic games. The latter paper was co-authored by co-I Asai, who also co-authored a great number of reports about Covid-19 in Japan. Co-I Beauchemin published work on in-host viral dynamics. Co-I Takayasu published theoretical works on spreading dynamics and data science papers about opinion dynamics.

二零二一财年，该计划的目标取得了许多进展。PI发表了关于情绪，行为和疾病传播的共同进化的著作，使用社交媒体数据和对中国人在Covid-19第一年的流动性的开创性研究。PI的另一项工作涉及如何更有效地表示网络流行病学的接触数据。Co-I增田对疾病传播和如何分析流行病数据的几项理论研究做出了贡献。Co-I Ibuka发表了几篇关于日本新冠肺炎及其社会影响的文章，其中包括一篇关于奥运会期间运动模式的开创性文章。后一篇论文是由共同作者浅井，谁也共同撰写了大量关于新冠肺炎在日本的报告。Co-I Beauchemin发表了关于宿主内病毒动力学的工作。Co-I Takayasu发表了关于传播动态的理论著作和关于意见动态的数据科学论文。

项目成果

A state-dynamics view of bursts in contact networks, with applications to epidemic processes and metapopulation models

接触网络爆发的状态动力学观点，及其在流行病过程和集合种群模型中的应用

• 发表时间: 2022
• 作者: Y. Nishimura;Xinyi He;Takayoshi Katase;Terumasa Tadano;Keisuke Ide;Suguru Kitani;Kota Hanzawa;Shigenori Ueda;Hidenori Hiramatsu;Hitoshi Kawaji;Hideo Hosono;and Toshio Kamiya;道家涼介・萬年一剛・板寺一洋;Naoki Masuda
• 通讯作者: Naoki Masuda

Balanced Softmax Cross-Entropy for Incremental Learning

• DOI: 10.1016/j.cviu.2022.103582
• 发表时间: 2021-03
• 期刊: ArXiv
• 作者: Quentin Jodelet;Xin Liu;T. Murata

Basics of virophysics from cell cultures to humans

从细胞培养到人类的病毒物理学基础知识

• 发表时间: 2022
• 作者: Takaki Adachi;Takashi Nagase;Naoyuki Nishida;Takashi Kobayashi;Hiroyoshi Naito;西村浩一;Catherine Beauchemin
• 通讯作者: Catherine Beauchemin

Isolating and quantifying the efficacy of virus replication steps

分离和量化病毒复制步骤的功效

• 发表时间: 2022
• 作者: Ryosuke Doke;Kazutaka Mannen;George Kikugawa;Kazuhiro Itadera;日本環境会議（JEC）「諫早湾干拓問題検証委員会」;Catherine Beauchemin
• 通讯作者: Catherine Beauchemin

La Trobe University(オーストラリア)

拉筹伯大学（澳大利亚）