The Monetary Value of Information: A Leakage-Resistant Data Valuation.
Stefan BarthelEike SchallehnPublished in: BTW Workshops (2013)
Keyphrases
- raw data
- data sets
- prior knowledge
- database
- collected data
- log data
- essential information
- end users
- historical data
- data collection
- information sources
- missing information
- complex data
- information leakage
- huge amounts
- data mining tools
- computer systems
- heterogeneous sources
- heterogeneous data
- domain knowledge
- privacy concerns
- data sources
- complex structures
- high dimensional data
- input data
- data processing
- prior information
- statistical analysis
- structural information
- temporal information
- data structure
- sensor data
- stored data
- training data
- external data
- log files
- digital data
- website
- data analysis
- sensitive information
- information resources
- spatial data
- background knowledge
- domain experts
- missing data
- synthetic data