An inductive database prototype based on virtual mining views

Hendrik Blockeel, Toon Calders, Elisa Fromont, Bart Goethals, Adriana Prado, Céline Robardet
2008 Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD 08  
We present a prototype of an inductive database. Our system enables the user to query not only the data stored in the database but also generalizations (e.g. rules or trees) over these data through the use of virtual mining views. The mining views are relational tables that virtually contain the complete output of data mining algorithms executed over a given dataset. The prototype implemented into PostgreSQL currently integrates frequent itemset, association rule and decision tree mining. We
more » ... ustrate the interactive and iterative capabilities of our system with a description of a complete data mining scenario.
doi:10.1145/1401890.1402019 dblp:conf/kdd/BlockeelCFGPR08 fatcat:qhzng5lagrepzla54bmbbhkepq