Using Association Rules to Detect Data Quality Issues.
Soumaya Ben HassineDelphine ClémentBrigitte LaboissePublished in: ICIQ (2008)
Keyphrases
- data quality
- association rules
- quality management
- associative classification
- data warehouse
- data mining
- data cleaning
- information loss
- association rule mining
- quality assessment
- data cleansing
- data privacy
- privacy preservation
- data confidentiality
- poor quality
- knowledge discovery
- data transformation
- mining association rules
- detection algorithm
- natural resources
- cell suppression
- itemsets
- data mining techniques
- rule sets
- information systems
- machine learning