A Frame Work for Ontological Privacy Preserved Mining
Geetha Mary. A and Sriman Narayana Iyengar. N.Ch.
School of Computing Science and Engineering, VIT University,Vellore-632014,Tamilnadu, INDIA
Abstract
Data Mining analyses the stocked data and helps in foretelling the future trends. There are different techniques by which data can be mined. These different techniques reveal different types of hidden knowledge. Using the right procedure of technique result specific patterns emerge. Ontology is a specification of conceptualization. It is a description of concepts and relationships that can exist for an agent or a community of agents. To make software more user-friendly, ontology could be used to explain both the technical and domain details. In the process of analyzing a data certain important details cannot be revealed, therefore security is the most important feature dealt in all technologies and work places. Data mining and Ontology techniques when integrated would capitulate an efficient system capable of selecting the appropriate algorithm for a data mining technique and privacy preserving techniques also by exploring the domain knowledge using ontology.
Keywords:
Ontology, Data mining, Knowledge Discovery in Databases and Privacy Preserving Data Mining
Original Source Link : http://airccse.org/journal/nsa/1010s2.pdf
No comments:
Post a Comment