Using supervised learning to classify metadata of research data by field of study.
Tobias WeberDieter KranzlmüllerMichael FrommNelson Tavares de SousaPublished in: Quant. Sci. Stud. (2020)
Keyphrases
- statistical analysis
- database
- data sets
- learning to classify
- synthetic data
- training data
- high quality
- missing data
- data sources
- learning algorithm
- metadata
- heterogeneous data
- data collection
- data points
- digital libraries
- data structure
- knowledge discovery
- image data
- data processing
- labeled data
- artificial intelligence
- data analysis
- raw data
- supervised learning
- end users
- feature selection
- original data
- data objects
- heterogeneous sources