Predictive insights: leveraging Twitter sentiments and machine learning for environmental, social and governance controversy prediction.
Yasemin LheureuxPublished in: J. Comput. Soc. Sci. (2024)
Keyphrases
- social media
- machine learning
- predictive modeling
- online social media
- social networking
- social networks
- twitter users
- predictive model
- user generated content
- prediction accuracy
- social networking sites
- data mining
- online social networks
- social interaction
- social relationships
- machine learning methods
- social web
- conformal prediction
- polarity classification
- machine learning algorithms
- user generated
- predictive clustering trees
- social behavior
- micro blogging
- online social
- prediction model
- user comments
- social media platforms
- artificial intelligence
- information systems
- natural language processing
- information technology
- social media data
- e government
- text mining
- public opinion
- human learning
- digital government
- decision trees
- information diffusion
- data analysis
- public sector
- microblog posts
- news media
- learning algorithm
- feature selection
- gaussian process models
- social network sites
- sentiment analysis
- social media sites