Multimedia data modeling through a semantic view mechanism

Qing Li, J. Zhao, X. Zhu

Research output: Journal article publicationJournal articleAcademic researchpeer-review

2 Citations (Scopus)

Abstract

The semantics of multimedia data, which features context-dependency and media-independency, is of vital importance to multimedia applications but inadequately supported by the state-of-the-art database technology. In this paper, we address this problem by proposing MediaView as an extended object-oriented view mechanism to bridge the "semantic gap" between conventional databases and semantics-intensive multimedia applications. This mechanism captures the dynamic semantics of multimedia using a modelling construct named media view, which formulates a customized context where heterogeneous media objects with similar/related semantics are characterized by additional properties and user-defined semantic relationships. Due to the complex ingredients and dynamic application requirements of multimedia databases, it is however difficult for users to define by themselves individual media views in a top-down fashion. To this end, a unique approach of constructing media views logically is devised. In addition, a set of user level operators is defined and implemented to accommodate the specialization and generalization relationships among the views. The usefulness and elegancy of MediaView are demonstrated by its application in a multi-modal information retrieval system. © 2008 Springer Science+Business Media, LLC.
Original languageEnglish
Pages (from-to)287-311
Number of pages25
JournalWorld Wide Web
Volume11
Issue number2
DOIs
Publication statusPublished - 1 Jun 2008
Externally publishedYes

Keywords

  • Common profile
  • Context-dependency
  • Dynamic semantics
  • Media-independency
  • Multimedia data modelling
  • Object-oriented view mechanism
  • Personalized similarity retrieval
  • User profile

ASJC Scopus subject areas

  • Software
  • Hardware and Architecture
  • Computer Networks and Communications

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