An integration of data mining and data warehousing for hierarchical multimedia information retrieval

Jia You, T. Dillon, N.K.J. Liu

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

Abstract

The paper presents a new approach to multimedia information retrieval with data warehousing techniques. To tackle the key issues such as multimedia data representation, storage, integration, indexing, similarity measures, searching methods and query processing, the proposed algorithms allow one: 1) to extend the concepts of conventional data warehouse and multimedia database to multimedia data warehouse for effective data representation and storage; 2) to develop a multimedia starflake schema to integrate multiple data streams for hierarchical data representation and indexing; 3) to introduce a dynamic similarity measurement scheme based on statistical feature selection criteria; 4) to apply data aggregation techniques for decision support to speed up query processing and searching. We conclude that the proposed approach can be applied to general multimedia systems with effective data storage, retrieval and integration
Original languageEnglish
Title of host publicationProceedings of 2001 International Symposium on Intelligent Multimedia, Video and Speech Processing, ISIMP 2001
Pages373-376
Number of pages4
DOIs
Publication statusPublished - 2001
EventInternational Symposium on Intelligent Multimedia, Video and Speech Processing [ISIMP] -
Duration: 1 Jan 2001 → …

Conference

ConferenceInternational Symposium on Intelligent Multimedia, Video and Speech Processing [ISIMP]
Period1/01/01 → …

Keywords

  • Data mining
  • Data structures
  • Data warehouses
  • Database indexing
  • Multimedia databases
  • Query processing

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