A SOFTWARE ARCHITECTURE FOR KNOWLEDGE DISCOVERY IN DATABASE

Maria Madalena Dias, Lúcio Gerônimo Valentim, José Rafael Carvalho

2008

Abstract

Currently, most of the companies have computational systems to provide support to the operational routines. Technologies of data warehousing and data mining have appeared to solve the problem of search for necessary and trustworthy information for decision-making. However, the existing solutions do not enclose those two technologies; some of them are directed to the construction of a data warehouse and others to the application of data mining techniques. This paper presents a software architecture that defines the components necessary for implementation of knowledge discovery systems in database. Some standards of best practices in projects and in development were used since the definition until the implementation.

References

  1. Appice, A., Ceci, M., Malerba, D., 2007. KDB2000: An integrated knowledge discovery tool. Dipartimento di Informatica,University of Bari, Italy. Retrieved November 30, 2007, from http: //www.di.uniba.it/malerba/software/kdb2000
  2. Bass, L., Clements, P., Kazman, R., 2003. Software Architecture in Practice. Second Edition. Boston, MA: Addison-Wesley, 2003.
  3. Brezany, P., Hofer, J., Tjoa, A., Wöhrer, A., 2003. Gridminer: An Infrastructure for Data Mining on Computational Grids. In: APAC'03 Conference, Gold Coast, Australia.
  4. Gupta, S. K.; Bhatnagar, V.; Wasan, S.K., 2004. Architecture for knowledge discovery and knowledge management. Knowledge and Information Systems.
  5. Jacobson, I.; Booch, G.; Rumbaugh, J., 1999. The unified software development process. 2.ed. Canadá: Addison-Wesley, 463p., (Object Technology Series).
  6. Merson, P., 2007. How to Represent the Architecture of Your Enterprise Application Using UML 2.0 and More. Retrieved November 30, 2007, from http://developers.sun.com/learning/javaoneonline/20 06/coreenterprise/TS-4619.pdf.
  7. Oracle Warehouse Builder Documentation, 2007. Retrieved November 30, 2007, from http: //www.oracle.com/technology/documentation/wareh ouse.html.
  8. Shaw, M.; Garlan, D., 1996. Software Architecture - Perspectives on an Emerging Discipline. Prentice Hall, Upper Saddle River, New Jersey.
  9. Valentin, L. G., 2006. Uma arquitetura de software para sistemas de descoberta de conhecimento m banco de dados. Programa de Pós-Graduação em Ciência da Computação. Dissertação de Mestrado. Departamento de Informática. Universidade Estadual de Maringá.
Download


Paper Citation


in Harvard Style

Madalena Dias M., Gerônimo Valentim L. and Rafael Carvalho J. (2008). A SOFTWARE ARCHITECTURE FOR KNOWLEDGE DISCOVERY IN DATABASE . In Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 1: ICEIS, ISBN 978-989-8111-36-4, pages 433-436. DOI: 10.5220/0001686304330436


in Bibtex Style

@conference{iceis08,
author={Maria Madalena Dias and Lúcio Gerônimo Valentim and José Rafael Carvalho},
title={A SOFTWARE ARCHITECTURE FOR KNOWLEDGE DISCOVERY IN DATABASE},
booktitle={Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 1: ICEIS,},
year={2008},
pages={433-436},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001686304330436},
isbn={978-989-8111-36-4},
}


in EndNote Style

TY - CONF
JO - Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 1: ICEIS,
TI - A SOFTWARE ARCHITECTURE FOR KNOWLEDGE DISCOVERY IN DATABASE
SN - 978-989-8111-36-4
AU - Madalena Dias M.
AU - Gerônimo Valentim L.
AU - Rafael Carvalho J.
PY - 2008
SP - 433
EP - 436
DO - 10.5220/0001686304330436