Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection.
Benjamin C. WarnerZiqi XuSimon HaroutounianThomas George KannampallilChenyang LuPublished in: CoRR (2023)
Keyphrases
- survey data
- feature selection
- semantic similarity
- natural language
- empirically tested
- similarity measure
- semantic similarity measure
- text categorization
- structural equation modeling
- job satisfaction
- mutual information
- sentence similarity
- feature extraction
- co occurrence
- feature set
- text classification
- semantic information
- medical domain
- support vector
- clinical data
- dimension reduction
- visual content
- low level features
- semantic web
- distance measure
- dimensionality reduction
- metadata
- patient data
- clinical practice
- semantic representation
- textual descriptions
- information extraction
- criminal justice
- support vector machine
- word similarity
- image retrieval
- pointwise mutual information