Analysing Longitudinal Social Science Questionnaires: Topic modelling with BERT-based Embeddings.
Vida Sharifian-AttarSuparna DeSanaz JabbariJenny LiHarry MossJon JohnsonPublished in: Big Data (2022)
Keyphrases
- social sciences
- computer science
- digital government
- social scientists
- information science
- bibliometric analysis
- quantitative and qualitative
- topic models
- manifold learning
- digital archiving
- machine learning
- low dimensional
- dimensionality reduction
- data collection
- vector space
- topic modeling
- information technology
- topic specific
- diverse fields
- feature space
- physical sciences
- face to face interactions
- artificial intelligence