Mining Views: Database Views for Data Mining

Hendrik Blockeel (1) , Toon Calders (2) , Elisa Fromont (1) , Bart Goethals (3) , Adriana Prado (3)

1 DTAI - Declarative Languages and Artificial Intelligence
2 Information Systems group
3 Adrem - Advanced Database Research and Modelling

We present a system towards the integration of data mining into relational databases. To this end, a relational database model is proposed, based on the so called virtual mining views. We show that several types of patterns and models over the data, such as itemsets, association rules and decision trees, can be represented and queried using a unifying framework.

Domaines: Base de données [cs.DB]

Hendrik Blockeel, Toon Calders, Elisa Fromont, Bart Goethals, Adriana Prado. Mining Views: Database Views for Data Mining. International Conference on Data Engineering, Apr 2008, United States. pp.1608-1611. ⟨hal-00372032⟩