Gonorrhea Incidence Forecasting Research Based on Baidu Search Data

被引:0
|
作者
Bao Jia-xing [1 ]
Lv Ben-fu [1 ]
Peng Geng [1 ]
Li Na [1 ]
机构
[1] Univ Chinese Acad Sci, Beijing 100190, Peoples R China
来源
2013 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING (ICMSE) | 2013年
关键词
Gonorrhea; incidence; Baidu; network search data; factor analysis; partial correlation;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The popularization of the Internet provide people with more quick and direct access to information channel, the network search data record the netizens' tens of thousands of search concerns and needs to provide the necessary data base for the research of social and economic behavior. Search behaviors' anonymity just can meet the venereal-disease suspected patients' privacy need. This paper will use search data in the prediction of the incidence of gonorrhea, begin from theory analysis to reveal the relationship between the Baidu search keyword search volume and gonorrhea incidence, and then apply quantitative empirical analysis methods, after that dirive four key factors from 206 search data derived using statistics method and the factor analysis method, finally establish the model between gonorrhea incidence and Baidu search data, validate significant correlation between them. The conclusion can provide a certain gonorrhea incidence prediction reference for Chinese Center For Disease Control And Prevention, and the method discussed in this paper also can be used for other network economic behavior prediction and can also provide reference.
引用
收藏
页码:36 / 42
页数:7
相关论文
共 50 条
  • [1] Epidemiology of infections by HIV, Syphilis, Gonorrhea and Lymphogranuloma Venereum in Barcelona City: a population-based incidence study
    Marc Martí-Pastor
    Patricia García de Olalla
    Maria-Jesús Barberá
    Christian Manzardo
    Inma Ocaña
    Hernando Knobel
    Mercè Gurguí
    Victoria Humet
    Martí Vall
    Esteban Ribera
    Judit Villar
    Gemma Martín
    Maria A. Sambeat
    Andres Marco
    Alvaro Vives
    Mercè Alsina
    Josep M. Miró
    Joan A. Caylà
    BMC Public Health, 15
  • [2] Epidemiology of infections by HIV, Syphilis, Gonorrhea and Lymphogranuloma Venereum in Barcelona City: a population-based incidence study
    Marti-Pastor, Marc
    Garcia de Olalla, Patricia
    Barbera, Maria-Jesus
    Manzardo, Christian
    Ocana, Inma
    Knobel, Hernando
    Gurgui, Merce
    Humet, Victoria
    Vall, Marti
    Ribera, Esteban
    Villar, Judit
    Martin, Gemma
    Sambeat, Maria A.
    Marco, Andres
    Vives, Alvaro
    Alsina, Merce
    Miro, Josep M.
    Cayla, Joan A.
    BMC PUBLIC HEALTH, 2015, 15
  • [3] Forecasting the incidence of mumps in Chongqing based on a SARIMA model
    Hongfang Qiu
    Han Zhao
    Haiyan Xiang
    Rong Ou
    Jing Yi
    Ling Hu
    Hua Zhu
    Mengliang Ye
    BMC Public Health, 21
  • [4] Forecasting the incidence of mumps in Chongqing based on a SARIMA model
    Qiu, Hongfang
    Zhao, Han
    Xiang, Haiyan
    Ou, Rong
    Yi, Jing
    Hu, Ling
    Zhu, Hua
    Ye, Mengliang
    BMC PUBLIC HEALTH, 2021, 21 (01)
  • [5] Public concerns analysis and early warning of Mpox based on network data platforms-taking Baidu and WeChat as example
    Yang, Kai
    Fan, Shuangfeng
    Deng, Jiali
    Xia, Jinjie
    Hu, Xiaoyuan
    Yu, Linlin
    Wang, Bin
    Yu, Wei
    FRONTIERS IN PUBLIC HEALTH, 2025, 13
  • [6] Nonlinear combination forecasting of measles incidence in Shenyang based on General Regression Neural Network
    Yang, Enbin
    Yan, Dongyu
    Xu, Qicheng
    Wang, Zhenhao
    Liu, Shitong
    PROCEEDINGS OF THE 32ND 2020 CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2020), 2020, : 3015 - 3020
  • [7] Time series analysis and forecasting of chlamydia trachomatis incidence using surveillance data from 2008 to 2019 in Shenzhen, China
    Weng, R. X.
    Fu, H. L.
    Zhang, C. L.
    Ye, J. B.
    Hong, F. C.
    Chen, X. S.
    Cai, Y. M.
    EPIDEMIOLOGY AND INFECTION, 2020, 148
  • [8] Incidence of peripheral vestibular disorders based on population data of South Korea
    Jeong, Junhui
    Youk, Tae Mi
    Choi, Hyun Seung
    JOURNAL OF VESTIBULAR RESEARCH-EQUILIBRIUM & ORIENTATION, 2023, 33 (02): : 143 - 150
  • [9] Sepsis incidence in Germany and worldwide Current knowledge and limitations of research using health claims data
    Fleischmann-Struzek, C.
    Schwarzkopf, D.
    Reinhart, K.
    MEDIZINISCHE KLINIK-INTENSIVMEDIZIN UND NOTFALLMEDIZIN, 2022, 117 (04) : 264 - 268
  • [10] Research of the Jiuzhaigou satisfaction of tourists based on data mining
    Shuai, Malian
    He, Yue
    INFORMATION SCIENCE AND MANAGEMENT ENGINEERING, VOLS 1-3, 2014, 46 : 2131 - 2136