Comparing Emotional Valence Scores of Twitter Posts from Manual Coding and Machine Learning Algorithms to Gain Insights to Refine Interventions for Family Caregivers of Persons with Dementia

Yoon, S., Broadwell, P., Sun, F. F., Jang, S. J., & Lee, H. (2022). Comparing Emotional Valence Scores of Twitter Posts from Manual Coding and Machine Learning Algorithms to Gain Insights to Refine Interventions for Family Caregivers of Persons with Dementia. Advances in Informatics, Management and Technology in Healthcare. https://doi.org/10.3233/shti220710
Authors:
Sunmoo Yoon
Peter Broadwell
Frederick F Sun
Sun Joo Jang
Haeyoung Lee
Affiliated Authors:
Sunmoo Yoon
Frederick F Sun
Columbia Affiliation:
Subjects:
Dementia (MeSH)
Social Media (MeSH)
Author Keywords:
dementia caregiving
emotional valence
natural language processing
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Publication Type:
Article
Unique ID:
10.3233/shti220710
PMID:
35773856
DOI:
10.3233/shti220710
Journal:
Studies in Health Technology and Informatics
Publication Date:
Data Source:
PubMed
Source Link:
View PubMed Record

Record Created: