Discovering quasi-equivalence relationships from database systems

Mei Ling Shyu, Shu Ching Chen, R. L. Kashyap

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Abstract

Association rule mining has recently attracted strong attention and proven to be a highly successful technique for extracting useful information from very large databases. In this paper, we explore a generalized affinity-based association mining which discovers quasi-equivalent media objects in a distributed information-providing environment consisting of a network of heterogeneous databases which could be relational databases, hierarchical databases, object-oriented databases, multimedia databases, etc. Online databases, consisting of millions of media objects, have been used in business management, government administration, scientific and engineering data management, and many other applications owing to the recent advances in high-speed communication networks and large-capacity storage devices. Because of the navigational characteristic, queries in such an information-providing environment tend to traverse equivalent media objects residing in different databases for the related data records. As the number of databases increases, query processing efficiency depends heavily on the capability to discover the equivalence relationships of the media objects from the network of databases. Theoretical terms along with an empirical study of real databases are presented.

Original languageEnglish (US)
Title of host publicationInternational Conference on Information and Knowledge Management, Proceedings
PublisherACM
Pages102-108
Number of pages7
ISBN (Print)1581131461, 9781581131468
DOIs
StatePublished - 1999
Externally publishedYes
EventProceedings of the 1999 8th International Conference on Information Knowledge Management (CIKM'99) - Kansas City, MO, USA
Duration: Nov 2 1999Nov 6 1999

Publication series

NameInternational Conference on Information and Knowledge Management, Proceedings

Other

OtherProceedings of the 1999 8th International Conference on Information Knowledge Management (CIKM'99)
CityKansas City, MO, USA
Period11/2/9911/6/99

ASJC Scopus subject areas

  • Decision Sciences(all)
  • Business, Management and Accounting(all)

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