An Application for Web Mining Systems with Services Oriented Architecture
Although the World Wide Web is considered the
largest source of information there exists nowadays, due to its
inherent dynamic characteristics, the task of finding useful and
qualified information can become a very frustrating experience. This
study presents a research on the information mining systems in the
Web; and proposes an implementation of these systems by means of
components that can be built using the technology of Web services.
This implies that they can encompass features offered by a services
oriented architecture (SOA) and specific components may be used by
other tools, independent of platforms or programming languages.
Hence, the main objective of this work is to provide an architecture
to Web mining systems, divided into stages, where each step is a
component that will incorporate the characteristics of SOA. The
separation of these steps was designed based upon the existing
literature. Interesting results were obtained and are shown here.
[1] Sommerville I., "Software Engineering", 8th ed., Pearson Addison
Wesley, 2007.
[2] Pressman R.S., "Software Engineering", 6th ed., McGraw-Hill, 2006.
[3] McCoy D.W., V.N. Yefim, "Service-Oriented Architecture: Mainstream
Straight Ahead", 2003.
[4] Simoudis E., "Reality Check for Data Mining", IEEE Expert, 11(5), 26-
33, 1996.
[5] Fayyad U.M., "Data Mining and Knowledge Discovery: Making Sense
out of Data", IEEE Expert, 11(5), 20-25, 1996.
[6] Cook D.J., L.B. Holder, "Graph-Based Data Mining", IEEE Intelligent
Systems, 15(2), 2000.
[7] Zaiane O.R., "WEB Mining: Concepts, Practices and Research", in
"Proceedings of the Brazilian Symposium of Databases", Tutorial, XV
SBBD, João Pessoa, Brazil, 2000.
[8] Slattery S., T. Mitchell, "Discovering Test Set Regularities in Relational
Domains", in "Proceedings of the 17th International Conf. on Machine
Learning", Morgan Kaufmann, San Francisco, 2000.
[9] ANSI/IEEE, "Recommended Practice for Architectural Description of
Software-Intensive Systems", ANSI/IEEE Std 147, 2000.
[10] Erl T., "Service-Oriented Architecture: A Field Guide to Integrating
XML and Web Services", Pearson Education Inc., 2004.
[11] Mahmoud Q.H., "Service-Oriented Architecture (SOA) and Web
Services: The Road to Enterprise Application Integration (EAI)", Sun
Microsystems Inc, 2005. Retrieved 04 April 2008 from
java.sun.com/developer/technicalArticles/ WebServices/soa.
[12] Guedes D.O., W. Meira Jr., R.A.C. Ferreira, "Anteater: A Service-
Oriented Architecture for High-Performance Data Mining", IEEE
Internet Computing, 10, 36-43, 2006.
[13] Dias T.M.R., An Service Oriented Architecture for Use in Web Mining,
M.Sc. Dissertation, CEFET-MG, Brazil, 2008. (In Portuguese.)
[1] Sommerville I., "Software Engineering", 8th ed., Pearson Addison
Wesley, 2007.
[2] Pressman R.S., "Software Engineering", 6th ed., McGraw-Hill, 2006.
[3] McCoy D.W., V.N. Yefim, "Service-Oriented Architecture: Mainstream
Straight Ahead", 2003.
[4] Simoudis E., "Reality Check for Data Mining", IEEE Expert, 11(5), 26-
33, 1996.
[5] Fayyad U.M., "Data Mining and Knowledge Discovery: Making Sense
out of Data", IEEE Expert, 11(5), 20-25, 1996.
[6] Cook D.J., L.B. Holder, "Graph-Based Data Mining", IEEE Intelligent
Systems, 15(2), 2000.
[7] Zaiane O.R., "WEB Mining: Concepts, Practices and Research", in
"Proceedings of the Brazilian Symposium of Databases", Tutorial, XV
SBBD, João Pessoa, Brazil, 2000.
[8] Slattery S., T. Mitchell, "Discovering Test Set Regularities in Relational
Domains", in "Proceedings of the 17th International Conf. on Machine
Learning", Morgan Kaufmann, San Francisco, 2000.
[9] ANSI/IEEE, "Recommended Practice for Architectural Description of
Software-Intensive Systems", ANSI/IEEE Std 147, 2000.
[10] Erl T., "Service-Oriented Architecture: A Field Guide to Integrating
XML and Web Services", Pearson Education Inc., 2004.
[11] Mahmoud Q.H., "Service-Oriented Architecture (SOA) and Web
Services: The Road to Enterprise Application Integration (EAI)", Sun
Microsystems Inc, 2005. Retrieved 04 April 2008 from
java.sun.com/developer/technicalArticles/ WebServices/soa.
[12] Guedes D.O., W. Meira Jr., R.A.C. Ferreira, "Anteater: A Service-
Oriented Architecture for High-Performance Data Mining", IEEE
Internet Computing, 10, 36-43, 2006.
[13] Dias T.M.R., An Service Oriented Architecture for Use in Web Mining,
M.Sc. Dissertation, CEFET-MG, Brazil, 2008. (In Portuguese.)
@article{"International Journal of Information, Control and Computer Sciences:57521", author = "Thiago M. R. Dias and Gray F. Moita and Paulo E. M. Almeida", title = "An Application for Web Mining Systems with Services Oriented Architecture", abstract = "Although the World Wide Web is considered the
largest source of information there exists nowadays, due to its
inherent dynamic characteristics, the task of finding useful and
qualified information can become a very frustrating experience. This
study presents a research on the information mining systems in the
Web; and proposes an implementation of these systems by means of
components that can be built using the technology of Web services.
This implies that they can encompass features offered by a services
oriented architecture (SOA) and specific components may be used by
other tools, independent of platforms or programming languages.
Hence, the main objective of this work is to provide an architecture
to Web mining systems, divided into stages, where each step is a
component that will incorporate the characteristics of SOA. The
separation of these steps was designed based upon the existing
literature. Interesting results were obtained and are shown here.", keywords = "Web Mining, Service Oriented Architecture, WebServices.", volume = "4", number = "3", pages = "496-8", }