Open Access

Organization of multimedia data for conceptual search based on ontologies

  • Luciano Bernardes de Paula1Email author,
  • Rodolfo da Silva Villaça2 and
  • Maurício Ferreira Magalhães1
Journal of the Brazilian Computer Society201117:42

https://doi.org/10.1007/s13173-011-0042-6

Received: 14 February 2011

Accepted: 19 September 2011

Published: 11 October 2011

Abstract

Nowadays, there is a large volume of semantically annotated multimedia data available in the Semantic Web. These data have originated from several different sources, generating new issues about their storage and retrieval. In this scenario, simple ontologies are commonly used to define knowledge domains and classify data into concepts, establishing relations between them. Such conceptual relationship may be measured by a similarity function which allows the search to be performed by similarity in an indexing system. The contribution of this paper is to propose how to organize multimedia data using this conceptual classification in LSH (Locality Sensitive Hashing) functions, facilitating the conceptual search in distributed systems like P2P networks.

Keywords

Semantics Semantic web Conceptual search Small world

Notes