A semantic model for flash retrieval using co-occurrence analysis

Dawei Ding, Qing Li, Bo Feng, Liu Wenyin

Research output: Unpublished conference presentation (presented paper, abstract, poster)Conference presentation (not published in journal/proceeding/book)Academic researchpeer-review

7 Citations (Scopus)

Abstract

Flash is experiencing a breathtaking growth and has become one of the prevailing media formats on the Web. Our goal is to exploit the enormous Flash resources by developing a model of content-based Flash retrieval. Towards this end, we introduce a novel approach for discovering semantic relationships among the co-occurrence patterns of elements in Flash movies. The proposed approach includes a three-layered structure to index the Flash movie, a query expansion procedure to improve the recall performance, and a relevance ranking procedure utilizing link analysis to improve the precision performance of Flash retrieval. Experiments show the potential of leveraging co-occurrence analysis of elements in the context of scenes for improving the performance of Flash retrieval.

Original languageEnglish
Pages239-242
Number of pages4
Publication statusPublished - 1 Dec 2003
Externally publishedYes
Event2003 Multimedia Conference - Proceedings of the 11th ACM International Conference on Multimedia, MM'03 - Berkeley, CA., United States
Duration: 4 Nov 20036 Nov 2003

Conference

Conference2003 Multimedia Conference - Proceedings of the 11th ACM International Conference on Multimedia, MM'03
Country/TerritoryUnited States
CityBerkeley, CA.
Period4/11/036/11/03

Keywords

  • Co-occurrence analysis
  • Composition matrix
  • Flash retrieval
  • Query expansion
  • Relevance ranking

ASJC Scopus subject areas

  • Computer Science(all)

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