PUMA
Istituto di Scienza e Tecnologie dell'Informazione     
Locuratolo E. I. From data mining to the preservation of database classes/concepts. Estensione del paper 'Preservation of database concepts: from data mining to concept theory'(cnr.isti/2015-TR-029). Technical report, 2015.
 
 
Abstract
(English)
The algorithm for the integration of classes/concepts which results in an ontology suitable for the preservation of database classes/concepts isa described. It has been designed by means of original research at the boundary between mathematics, computer science and concept theory. The input conceptual graph of this algorithm is determined as a solution of a data mining problem, which has been approached as inverse mapping of conceptual database design. Similarities and differences are discussed between an algorithm formalized in concept theory, which is not suitable for implementation, and algorithm for the integration of classes/concepts, which exploits the benefits of database notations.
Subject Database Partitioning
Data mining
Algorithms
Correctness
Completeness
Class/concept completeness,
Class/concept preservation
Conceptual design
G.2.2 Graph Algorithms
D.2.12 Data Mapping
I.5.2 Design Methodology
D.3.3 Classes and Objects
68 Computer Science


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