The relationship between IR and multimedia databases

A.P. de Vries, Henk Blanken

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Abstract

Modern extensible database systems support multimedia data through ADTs. However, because of the problems with multimedia query formulation, this support is not sufficient. Multimedia querying requires an iterative search process involving many different representations of the objects in the database. The support that is needed is very similar to the processes in information retrieval. Based on this observation, we develop the miRRor architecture for multimedia query processing. We design a layered framework based on information retrieval techniques, to provide a usable query interface to the multimedia database. First, we introduce a concept layer to enable reasoning over low-level concepts in the database. Second, we add an evidential reasoning layer as an intermediate between the user and the concept layer. Third, we add the functionality to process the users' relevance feedback. We then adapt the inference network model from text retrieval to an evidential reasoning model for multimedia query processing. We conclude with an outline for implementation of miRRor on top of the Monet extensible database system.
Original languageUndefined
Title of host publicationProceedings of the 20th Annual BCS-IRSG Colloquium on IR
Place of PublicationSwindon, UK
PublisherBritish Computer Society (BCS)
Pages-
Number of pages13
ISBN (Print)1-902505-11-5
Publication statusPublished - Mar 1998
Event20th Annual BCS-IRSG Colloquium on IR - Autrans, France
Duration: 25 Mar 199827 Mar 1998

Publication series

NameeWIC Workshops in Computing
PublisherBritish Computer Society (BCS)
ISSN (Print)1477-9358

Conference

Conference20th Annual BCS-IRSG Colloquium on IR
Period25/03/9827/03/98
Other25-27 Mar 1998

Keywords

  • IR-66471
  • DB-MMR: MULTIMEDIA RETRIEVAL
  • EWI-7360
  • METIS-119156

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