Data Scientists in Software Teams: State of the Art and Challenges.
Miryung KimThomas ZimmermannRobert DeLineAndrew BegelPublished in: IEEE Trans. Software Eng. (2018)
Keyphrases
- data sets
- data analysis
- image data
- statistical analysis
- computer systems
- lessons learned
- data structure
- small number
- sensor data
- high dimensional data
- raw data
- data quality
- complex data
- prior knowledge
- cooperative
- high quality
- database
- software packages
- computational tools
- high energy physics
- spatial data
- missing data
- data collection
- input data
- probability distribution
- data sources
- metadata
- artificial intelligence