ISIDD - AN INTERACTIVE SYSTEM FOR INDUCTIVE DATABASE DESIGN

Citation
H. Blockeel et L. Deraedt, ISIDD - AN INTERACTIVE SYSTEM FOR INDUCTIVE DATABASE DESIGN, Applied artificial intelligence, 12(5), 1998, pp. 385-420
Citations number
19
Categorie Soggetti
Computer Science Artificial Intelligence","Computer Science Artificial Intelligence","Engineering, Eletrical & Electronic
ISSN journal
08839514
Volume
12
Issue
5
Year of publication
1998
Pages
385 - 420
Database
ISI
SICI code
0883-9514(1998)12:5<385:I-AISF>2.0.ZU;2-Q
Abstract
When designing a deductive database, the designer has to decide for ea ch predicate (or relation) whether it should be defined extensionally ol intensionally and what the definition should look like. An intellig ent interactive system is presented to assist the designer in this tas k. It starts from an example state of a database in which all predicat es ale defined extensionally. It can then compact the database by tran sforming extensionally defined predicates into intensionally defined o nes. These predicates can be chosen by the user or by the system itsel f: Further compaction is possible by inventing new predicates; this in vention is controlled by user-specified templates. The system also pro poses semantic integrity constraints to the user. These do not lead to extra compaction but can be used to make the database more robust. Th e intelligent system employs techniques from the area of inductive log ic programming.