Document - What else can be extracted from ontologies? Influence rules

2013

Contribution to book Restricted

What else can be extracted from ontologies? Influence rules

Furletti B, Turini F

Ontology mining Knowledge discovery

A method for extracting new implicit knowledge from ontologies by using an inductive/deductive approach is presented. The new extracted knowledge takes the form of If-Then rules annotated with a weight. Such rules, termed Influence Rules, specify how the values of the properties bound to a collection of concepts may influence the values of the properties of another concept.The technique, that combines data mining and link analysis, is completely general and applicable to whatever domain. The paper reports the methods and the algorithms supporting the process of mining the rules out of the ontology, and discusses its application to real data from the economic field.

Source: COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE (PRINT), pp. 270-285

Publisher: Springer

Metrics

Back to previous page

Cite as

BibTeX entry

@inbook{oai:it.cnr:prodotti:277350,
	title = {What else can be extracted from ontologies? Influence rules},
	author = {Furletti B and Turini F},
	publisher = {Springer},
	doi = {10.1007/978-3-642-36177-7_17},
	booktitle = {COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE (PRINT), pp. 270-285},
	year = {2013}
}