Personality-based Knowledge Extraction for Privacy-preserving Data Analysis.
Xuan-Son VuLili JiangAnders BrändströmErik ElmrothPublished in: K-CAP (2017)
Keyphrases
- knowledge extraction
- privacy preserving
- data analysis
- knowledge discovery
- data mining
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- data privacy
- differential privacy
- multi party
- scalar product
- privacy issues
- record linkage
- data publishing
- privacy concerns
- private information
- sensitive information
- machine learning
- data collection
- private data
- data mining applications
- partitioned data
- secure multiparty computation
- sensitive data
- privacy sensitive
- business intelligence
- horizontally partitioned
- preserving privacy
- privacy preserving association rule mining
- naive bayesian classification
- information retrieval
- data perturbation
- privacy requirements
- user privacy
- privacy protection
- data sets
- access control
- high dimensional data
- personal data
- data mining algorithms