Lessons learned in aligning data and model evolution in collaborative information systems.
Thomas ReschenhoferManoj BhatAdrian Hernandez-MendezFlorian MatthesPublished in: ICSE (Companion Volume) (2016)
Keyphrases
- lessons learned
- information systems
- experimental data
- synthetic data
- input data
- data collection
- probability distribution
- simulation data
- database
- statistical model
- training data
- data analysis
- probabilistic model
- data sets
- expert knowledge
- prior information
- test data
- mathematical model
- knowledge discovery
- future directions
- learning models
- empirical data
- statistical methods
- network structure
- measured data
- image data
- prior knowledge
- information technology
- data processing
- design science
- predictive model
- data model
- data sources
- data quality
- data points
- raw data
- high level
- objective function
- computational model
- computer systems