Automated Topic Categorisation of Citizens' Contributions: Reducing Manual Labelling Efforts Through Active Learning.
Julia RombergTobias EscherPublished in: EGOV (2022)
Keyphrases
- active learning
- semi automatic
- text categorisation
- semi automated
- manual inspection
- e government
- fully automated
- error prone
- learning strategies
- selective sampling
- supervised learning
- pool based active learning
- automated analysis
- training examples
- machine learning
- topic models
- semi supervised learning
- learning algorithm
- labeled data
- news stories
- semi supervised
- social media
- policy makers
- public opinion
- learning process
- data sets