Red flags in data: Learning from failed data reuse experiences.
Ayoung YoonPublished in: ASIST (2016)
Keyphrases
- database
- data sets
- raw data
- original data
- data distribution
- data collection
- data analysis
- knowledge discovery
- synthetic data
- statistical analysis
- small number
- data mining
- data points
- relational databases
- input data
- high quality
- learning process
- learning algorithm
- training data
- data quality
- databases
- human experts
- data acquisition
- machine learning
- experimental data
- spatial data
- domain experts
- data processing
- data structure
- probability distribution
- data sources
- data model