Using machine learning algorithms (supervised) to generate automatically labeled dataset for detecting digital dating abuse from text messages.
Tania RoyThomas MaranzattoZachary LoomasPublished in: FLAIRS (2023)
Keyphrases
- machine learning algorithms
- learning algorithm
- text messages
- machine learning
- benchmark data sets
- supervised learning
- standard machine learning algorithms
- decision trees
- machine learning methods
- predictive accuracy
- manually labeled
- learning problems
- manual labeling
- learning tasks
- training data
- random forests
- machine learning models
- machine learning systems
- learning models
- multiclass classification
- statistical machine learning
- input features
- feature selection
- machine learning approaches
- transfer learning
- unsupervised learning
- benchmark datasets
- prior knowledge
- domain specific
- active learning