Identifying Topics for E-Cigarette User-Generated Contents: A Case Study From Multiple Social Media Platforms
Zhan, Yongcheng1; Liu, Ruoran2,3; Li, Qiudan2; Leischow, Scott James4; Zeng, Daniel Dajun1,2,3
Source PublicationJOURNAL OF MEDICAL INTERNET RESEARCH
2017
Volume19Issue:1Pages:194-209
SubtypeArticle
AbstractBackground: Electronic cigarette (e-cigarette) is an emerging product with a rapid-growth market in recent years. Social media has become an important platform for information seeking and sharing. We aim to mine hidden topics from e-cigarette datasets collected from different social media platforms.
KeywordElectronic Cigarettes Topic Modeling Latent Dirichlet Allocation Social Media Infodemiology
WOS HeadingsScience & Technology ; Life Sciences & Biomedicine
DOI10.2196/jmir.5780
WOS KeywordELECTRONIC CIGARETTES ; POPULATION SURVEY ; BENEFITS ; SMOKERS ; TWITTER ; YOUTUBE ; HARM
Indexed BySCI ; SSCI
Language英语
Funding OrganizationUS National Institutes of Health(5R01DA037378-03) ; National Key Research and Development Program(2016YFC1200702) ; Key Research Program of the Chinese Academy of Sciences(ZDRW-XH-2017-3) ; National Natural Science Foundation of China(71621002 ; 61671450 ; 71272236)
WOS Research AreaHealth Care Sciences & Services ; Medical Informatics
WOS SubjectHealth Care Sciences & Services ; Medical Informatics
WOS IDWOS:000392330900014
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/14358
Collection复杂系统管理与控制国家重点实验室_互联网大数据与信息安全
Affiliation1.Univ Arizona, Dept Management Informat Syst, Eller Coll Management, McClelland Hall 430,1130 E Helen St, Tucson, AZ 85721 USA
2.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing, Peoples R China
3.Univ Chinese Acad Sci, Beijing, Peoples R China
4.Mayo Clin, Scottsdale, AZ USA
Recommended Citation
GB/T 7714
Zhan, Yongcheng,Liu, Ruoran,Li, Qiudan,et al. Identifying Topics for E-Cigarette User-Generated Contents: A Case Study From Multiple Social Media Platforms[J]. JOURNAL OF MEDICAL INTERNET RESEARCH,2017,19(1):194-209.
APA Zhan, Yongcheng,Liu, Ruoran,Li, Qiudan,Leischow, Scott James,&Zeng, Daniel Dajun.(2017).Identifying Topics for E-Cigarette User-Generated Contents: A Case Study From Multiple Social Media Platforms.JOURNAL OF MEDICAL INTERNET RESEARCH,19(1),194-209.
MLA Zhan, Yongcheng,et al."Identifying Topics for E-Cigarette User-Generated Contents: A Case Study From Multiple Social Media Platforms".JOURNAL OF MEDICAL INTERNET RESEARCH 19.1(2017):194-209.
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