Twitter goes to the Doctor: Detecting Medical Tweets using Machine Learning and BERT.
Kevin RoiteroCristian BozzatoVincenzo Della MeaStefano MizzaroGiuseppe SerraPublished in: SIIRH@ECIR (2020)
Keyphrases
- social media
- machine learning
- micro blogging
- medical domain
- twitter users
- user generated content
- social networking
- online social networks
- social media data
- machine learning algorithms
- social networks
- social media content
- computer vision
- machine learning approaches
- online social media
- information overload
- micro blog
- learning systems
- text classification
- pattern recognition
- computer science
- natural language processing
- decision trees
- medical data
- data mining
- information extraction
- artificial intelligence
- inductive learning
- learning algorithm
- machine learning methods
- explanation based learning
- medical imaging
- feature selection
- social web
- medical knowledge
- short text
- information propagation
- microblog posts
- health related
- social media sites
- polarity classification
- information diffusion
- social networking sites
- medical diagnosis
- inductive logic programming
- news articles
- learning tasks
- named entities
- text mining
- support vector machine
- knowledge representation