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What Concerns Consumers about Hypertension? A Comparison between the Online Health Community and the Q&A Forum

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成果类型:
期刊论文
作者:
Chen, Ye;Dong, Ting;Ban, Qunwei;Li, Yating*
通讯作者:
Li, Yating
作者机构:
[Dong, Ting; Chen, Ye; Ban, Qunwei] Cent China Normal Univ, Sch Informat Management, Wuhan 430079, Peoples R China.
[Li, Yating] Cent China Normal Univ, Natl Engn Lab Educ Big Data, Wuhan 430079, Peoples R China.
通讯机构:
[Li, Yating] C
Cent China Normal Univ, Natl Engn Lab Educ Big Data, Wuhan 430079, Peoples R China.
语种:
英文
关键词:
Hypertension information needs;Social media platform;Topic modeling;Biterm topic model
期刊:
International Journal of Computational Intelligence Systems
ISSN:
1875-6891
年:
2021
卷:
14
期:
1
页码:
734-743
基金类别:
National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [71904057, 71871102]; Postdoctoral Research Foundation of ChinaChina Postdoctoral Science Foundation [2018M642884]
机构署名:
本校为第一且通讯机构
院系归属:
信息管理学院
摘要:
In this paper, the Biterm topic modeling method and comparative analysis were employed to identify consumers' information needs on hypertension and their differences between the Online Health Community and the Q&A Forum. There are common information needs on both platforms but consumers on MedHelp discussed more about pathology and pharmacology, and mental health of hypertension than those on Quora. The results can help consumers, social media platform designers, and medical professionals better understand consumers' information needs o...

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