Computer-Assisted Text Analysis for Social Science: Topic Models and Beyond.
Ryan WesslenPublished in: CoRR (2018)
Keyphrases
- computer assisted
- social sciences
- text analysis
- topic models
- text documents
- text mining
- latent dirichlet allocation
- topic modeling
- topic discovery
- computer science
- computer aided
- latent topics
- information extraction
- natural language processing
- text corpora
- co occurrence
- text classification
- generative model
- probabilistic model
- knowledge discovery
- textual data
- image processing
- information retrieval
- textual information
- prior knowledge
- text collections
- artificial intelligence
- lda model
- machine learning
- image classification
- knowledge representation