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复杂系统管理与控制国... [3]
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UNDERSTANDING MEDICATION NONADHERENCE FROM SOCIAL MEDIA: A SENTIMENT-ENRICHED DEEP LEARNING APPROACH br
期刊论文
MIS QUARTERLY, 2022, 卷号: 46, 期号: 1, 页码: 341-372
Authors:
Xie, Jiaheng
;
Liu, Xiao
;
Zeng, Daniel Dajun
;
Fang, Xiao
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View/Download:43/0
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Submit date:2022/06/10
Sentiment-enriched deep learning
reason mining
social media analytics
health risk analytics
medication nonadherence
Unveiling the Hidden Truth of Drug Addiction: A Social Media Approach Using Similarity Network-Based Deep Learning
期刊论文
JOURNAL OF MANAGEMENT INFORMATION SYSTEMS, 2021, 卷号: 38, 期号: 1, 页码: 166-195
Authors:
Xie, Jiaheng
;
Zhang, Zhu
;
Liu, Xiao
;
Zeng, Daniel
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View/Download:49/0
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Submit date:2021/05/10
Computational design science
deep learning
social media analytics
health IT
HealthTech
opioid addiction
addiction treatment
Mining e-cigarette adverse events in social media using Bi-LSTM recurrent neural network with word embedding representation
期刊论文
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2018, 卷号: 25, 期号: 1, 页码: 72-80
Authors:
Xie, Jiaheng
;
Liu, Xiao
;
Zeng, Daniel Dajun
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View/Download:115/0
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Submit date:2018/10/10
E-cigarette Adverse Event
Bi-lstm
Recurrent Neural Network
Word Embedding
Deep Neural Network