Modeling and management of fuzzy information in multimedia database applications

Ramazan Savas Aygün, Adnan Yazici

Research output: Contribution to journalArticle

25 Citations (Scopus)

Abstract

In this paper, we firstly present a conceptual data model for multimedia database applications based on ExIFO2 model. The ExIFO2 data model is chosen as the conceptual model since it handles complex objects along with their uncertain and imprecise properties. We enhanced this conceptual model in order to meet the multimedia data requirements. In addition to uncertain and imprecise information, we present a way of handling relationships among objects of multimedia database applications. Events that might be extracted from video or audio are also considered in this study. Secondly, the conceptual model is mapped to a logical model, which the fuzzy object-oriented data (FOOD) model is chosen, for storing and manipulating the multimedia objects. This mapping is done in a way that it preserves most of the information represented at the conceptual level. Finally, in this study videos of football (soccer) games is selected as the multimedia database application to show how we handle crisp and fuzzy querying and retrieval of fuzzy and crisp data from the database. A program has been developed to draw ExIFO2 schemas and to map the schema to FOOD code automatically.

Original languageEnglish
Pages (from-to)29-56
Number of pages28
JournalMultimedia Tools and Applications
Volume24
Issue number1
DOIs
Publication statusPublished - Sep 1 2004

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Data structures

Keywords

  • Fuzzy object-oriented data model
  • Multimedia data modeling
  • Multimedia databases

ASJC Scopus subject areas

  • Software
  • Media Technology
  • Hardware and Architecture
  • Computer Networks and Communications

Cite this

Modeling and management of fuzzy information in multimedia database applications. / Aygün, Ramazan Savas; Yazici, Adnan.

In: Multimedia Tools and Applications, Vol. 24, No. 1, 01.09.2004, p. 29-56.

Research output: Contribution to journalArticle

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