Data scientists in software teams: state of the art and challenges.
Miryung KimThomas ZimmermannRobert DeLineAndrew BegelPublished in: ICSE (2018)
Keyphrases
- data sets
- raw data
- high energy physics
- data collection
- data analysis
- statistical analysis
- sensor data
- synthetic data
- data quality
- data points
- original data
- image data
- input data
- database
- metadata
- data structure
- data mining techniques
- data sources
- user interface
- data mining
- complex data
- software packages
- data processing
- statistical methods
- experimental data
- small number
- knowledge discovery
- end users
- high quality
- computer science
- cooperative