Abstract
In Web mining conceptual data integration rather than physical integration is necessary in many situations. XML is becoming the new standard for data representation and exchange on the World Wide Web quickly. The rapid emergence of XML data on the web, e.g., business-to-business (B2B) e-commerce, is making it necessary for OLAM Web mining and other data analysis to handle XML data. In this paper a multidimensional model, the UML galaxy diagram describing the multidimensional structure of the conceptual integrating data at the conceptual level, is proposed.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Han, J.W.: Towards On-Line Analysis Mining in Large Databases. ACM SIGMOD Record 27, 97–107 (1998)
Shi, L., Shi, Y.: The Research and Development of a Unified Framework for OLAP and Data Mining. Computer Science 27, 45–49 (2000)
Yao, Q.D., Chen, N.L.: A XML-Based Data Storage Solution. Computer Science 27, 49–52 (2000)
World Wide Web Consortium (W3C): Extensible Markup Language (XML)1.0., 2nd edn. W3C Recommendation (2001), http://www.w3.org/TR/2000/REC-xml-20001006
Object Management Group: OMG Unified Modeling Language Specification 1.3 (2001), http://www.rational.com/uml/resources/documentation/index.jsp
Fowler, M., Scott, K.: UML Distilled: A Brief Guide to the Standard Object Modeling Language, 2nd edn. Addison-Wesley, MA (2000)
Jensen, M.R., MØller, T.H., Pedersen, T.B.: Converting XML data to UML diagrams for conceptual data Integration. Proceedings of the First International Workshop on Data Integration Over The Web, (2001a) 17-31
Jensen, M.R., MØller, T.H., Pedersen, T.B.: Specifying OLAP Cubes on XML Data. Journal of lntelligent Information Systems 17, 255–280 (2001b)
Boggs, W., Boggs, M.: Mastering UML with Rational Rose 2002, Sybex, CA (2002)
Gamma, E., Helm, R., Johnson, R., Vlissides, J.: Design Patterns: Elements of Reusable Object-Oriented Software. Addison Wesley, MA (1994)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2003 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Zhang, Z., Huang, X., Zhang, L. (2003). Constructing UML Galaxy Diagram for Conceptual Data Integration in Web Mining. In: Liu, J., Cheung, Ym., Yin, H. (eds) Intelligent Data Engineering and Automated Learning. IDEAL 2003. Lecture Notes in Computer Science, vol 2690. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-45080-1_125
Download citation
DOI: https://doi.org/10.1007/978-3-540-45080-1_125
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-40550-4
Online ISBN: 978-3-540-45080-1
eBook Packages: Springer Book Archive