The Extended Dawid-Skene Model: Fusing Information from Multiple Data Schemas.
Michael P. J. CamilleriChristopher K. I. WilliamsPublished in: CoRR (2019)
Keyphrases
- prior knowledge
- raw data
- missing information
- statistical information
- expert knowledge
- data sources
- data sets
- multiple sources
- experimental data
- information sources
- multiple viewpoints
- collected data
- test data
- web data
- data analysis
- simulation data
- computer systems
- input data
- database
- measured data
- multiple data sources
- heterogeneous data
- structural information
- historical data
- heterogeneous data sources
- multiple types
- measurement data
- log data
- complex data
- information resources
- domain knowledge
- data points
- data collection
- probabilistic model
- data integration
- domain experts
- probability distribution
- statistical methods
- prior information
- data quality
- data structure
- databases
- network structure
- multi source
- background knowledge
- multiple users
- private information
- sensory data
- training data
- data processing