Machine learning-based proactive social-sensor service for mental health monitoring using twitter data

Published: 01 Jan 2022, Last Modified: 05 Jun 2025Int. J. Inf. Manag. Data Insights 2022EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A generic framework supporting proactive mental-health monitoring service.•Social-sensor cloud services based on social media data, especially Twitter data.•A detailed data cleaning and pre-processing of the tweets.•Machine learning mechanism for the early detection of at-risk social sensors.•Overcome the limitations of traditional classifiers.
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