Discovering Seasonal Patterns of Smoking Behavior Using Online Search Information
Zhang, Zhu1; Zheng, Xiaolong1,2; Zeng, Daniel Dajun1,3; Cui, Kainan4; Luo, Chuan1; He, Saike1; Leischow, Scott5
2013
Conference Name2013 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENCE AND SECURITY INFORMATICS: BIG DATA, EMERGENT THREATS, AND DECISION-MAKING IN SECURITY INFORMATICS
Source PublicationIEEE International Conference on Intelligence and Security Informatics (ISI)
Pages371-373
Conference Date2013
Conference PlaceSeattle, Washington, USA
AbstractDiscovering temporal patterns and changes in tobacco use has important practical implications in tobacco control. This paper presents one of the first comprehensive international studies of seasonal smoking patterns based on online searches performed. Using periodogram and crosscorrelation, we find that smoking-related search behavior shows strong seasonality effect across countries. In addition, there are significant pairwise associations between such seasonality in different countries.
KeywordBehavior Informatics Search Behavior Smoking Seasonality
DOI10.1109/ISI.2013.6578861
URL查看原文
Indexed ByEI
Language英语
Citation statistics
Document Type会议论文
Identifierhttp://ir.ia.ac.cn/handle/173211/5086
Collection复杂系统管理与控制国家重点实验室_先进控制与自动化
Corresponding AuthorZhang, Zhu
Affiliation1.The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences
2.Dongguan Research Institute of CASIA, Cloud Computing Center, Chinese Academy of Sciences
3.Department of Management Information Systems, The University of Arizona
4.The School of Electronic and Information Engineering, Xi'an Jiaotong University
5.Mayo Clinic in Arizona
First Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Corresponding Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Zhang, Zhu,Zheng, Xiaolong,Zeng, Daniel Dajun,et al. Discovering Seasonal Patterns of Smoking Behavior Using Online Search Information[C],2013:371-373.
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