Title :
Analytical study of agent based distributed data mining and its ontology
Author :
Pathak, Bimalendu ; Sinha, Madhavi
Author_Institution :
Dept. of Comput. Sci., Birla Inst. of Technol., Jaipur, India
Abstract :
With the increased complexity in number of applications and due to large volume of availability of data from heterogeneous sources, there is a need for the development of suitable ontology, which can handle the large data set and present the mined outcomes for evaluation intelligently. In the era of intensive data driven applications distributed data mining can meet the challenges with the support of agents. This paper discusses the underlying principles for effectiveness of modern agent-based systems for distributed data mining.
Keywords :
data mining; multi-agent systems; ontologies (artificial intelligence); agent based distributed data mining; agent-based systems; data availability; ontology development; Data mining; Distributed databases; Intelligent agents; Mobile agents; Multi-agent systems; Ontologies; Distributed Data Mining; Intelligent agents; Multi-Agent System; Ontology;
Conference_Titel :
Computing for Sustainable Global Development (INDIACom), 2014 International Conference on
Conference_Location :
New Delhi
Print_ISBN :
978-93-80544-10-6
DOI :
10.1109/IndiaCom.2014.6828167