A multi-agent architecture for intelligent data analysis


Autoria(s): Queiroz, Jonas F.P.; Guilherme, Ivan Rizzo; Batista, Caio Cesar
Contribuinte(s)

Universidade Estadual Paulista (UNESP)

Data(s)

27/05/2014

27/05/2014

14/09/2011

Resumo

The present study introduces a multi-agent architecture designed for doing automation process of data integration and intelligent data analysis. Different from other approaches the multi-agent architecture was designed using a multi-agent based methodology. Tropos, an agent based methodology was used for design. Based on the proposed architecture, we describe a Web based application where the agents are responsible to analyse petroleum well drilling data to identify possible abnormalities occurrence. The intelligent data analysis methods used was the Neural Network.

Formato

215-218

Identificador

ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics, v. 1, p. 215-218.

http://hdl.handle.net/11449/72679

2-s2.0-80052583597

Idioma(s)

eng

Relação

ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics

Direitos

closedAccess

Palavras-Chave #Intelligent data analysis #Multi-agent architecture #Web based application #Agent-based methodologies #Automation process #Data integration #Multi-Agent #Multiagent architecture #Proposed architectures #Web-based applications #Automation #Data reduction #Information science #Neural networks #Oil wells #Robotics #User interfaces #Well drilling #Network architecture
Tipo

info:eu-repo/semantics/conferencePaper