An Architecture based on Ontologies, Agents and Metaheuristics Applied to the Multimedia Service of the Brazilian Digital Television System

Toni Ismael Wickert, Arthur Tórgo Gómez

2012

Abstract

With the advent of the Brazilian Digital Television System, that arrives on approximately 95% of Brazilian homes, the users will be able to have an interactive channel by the utilization of the digital television. Thus, will be possible to access the multimedia application server, i.e., to send or to receive emails, to access interactive applications, to watch movies or specific news. This paper proposes the development and the implementation of an architecture that includes a module that suggests the content to the user according to his profile and another module to optimize the content that will be transmitted. The implementation was developed using ontologies, software agents, Tabu Search and Genetic Algorithm. The validations of the results are done using a metric.

References

  1. Araújo, R. C., Ricarte, I. L. M., 2010. Ontologias Para Integração de Metadados da Indústria de Broadcast Multimídia no Contexto da TV Digital. Revista de Radiodifusão, n. 4.
  2. Bip, 2001. Boletim de Informação Para Publicitários. Available at: <http://comercial2.redeglobo.com.br/ biponline/BIP/BIP%20577.pdf>. Acessed in May, 2011.
  3. Carvalho, F. B. S., 2006. Aplicação de Transmissão de Dados via Rede Elétrica Para o Canal de Retorno em Televisão Digital, Campina Grande, PB.
  4. Chung, Shu-Hsing, WU, Tai-His, Chang, Chin-Chih., 2010. An efficient tabu search algorithm to the cell formation problem with alternative routings and machine reliability considerations. Computers & Industrial Engineering, In Press, Corrected Proof, Available online 31 August 2010, ISSN 0360-8352, DOI: 10.1016/j.cie.2010.08.016.
  5. De Paula, L., Villaça, R., Magalhães, M., 2011. Organization of multimedia data for conceptual search based on ontologies. Journal of the Brazilian Computer Society. Springer London. Volume 17. Pág. 241-254. Issn: 0104-6500.
  6. Fernández, Y., Arias, J., Nores, M.,; Solla, A., Cabrer, M., 2006 Avatar: An Improved Solution for Personalized TV based on Semantic Inference. IEEE Trans. on Consumer Electronics: Vol. 52(1).
  7. Gendreau, M., Laporte, G., Potvin, J. Y., 2002. Metaheuristics for the Capacitated VRP. In: TOTH, P.; VIGO, D. The Vehicle Routing Problem. Philadelphia: Society for Industrial and Applied Mathematics.
  8. Glover, F., 1986. Future paths for integer programming and links to artificial intelligence. Computers and Operations Research, Oxford, UK, v. 13, n. 5, p. 533- 549.
  9. Gonçalvez, J. F., Mauricio, G. C., 2004. An evolutionary algorithm for manufacturing cell formation. Computers & Industrial Engineering, Volume 47, Issues 2-3, November 2004, Pages 247-273, ISSN 0360-8352, DOI: 10.1016/j.cie.2004.07.003.
  10. Gonçalvez, F. E. V., Tiberti, A. J., 2006. A group genetic algorithm for the machine cell formation problem. International Journal of Production Economics, v. 102, 1-21.
  11. Holland, J. H., 1975. Adaptation in natural and artificial systems: an introductory analysis with applications to biology, control, and artificial intelligence. 1. ed. Michigan: University of Michigan Press.
  12. Lingo, 2012. Lingo oficial site. Available at: <http://www.lindo.com>. Accessed in February, 2012.
  13. Link, I. C. D. C., 2011. Um Sistema de Codificação de Vídeo para TV Digital - SBTVD. Master's Degree Dissertation Proposal - Interdisciplinary Program of Graduate Studies in Applied Computing. University of Vale do Rio dos Sinos, Brazil.
  14. Manhães, M. A. R., Shieh, P J., Lamas, A. C.; Macedo, P. E. O., 2005. Canal de Interatividade em TV Digital., Cad CPqD Tecnologia, páginas 29-36.
  15. Simas, E. P. L., 2007. Utilizando Busca Tabu na Resolução do Problema de Roteamento de Veículos. Master's Degree Dissertation - Interdisciplinary Program of Graduate Studies in Applied Computing. University of Vale do Rio dos Sinos, Brazil.
  16. Sparql, 2008. SPARQL Query Language for RDF, 2008. Available at: <http://www.w3.org/TR/rdf-sparqlquery/>. Accessed in February, 2012.
  17. Weissheimer, C. H., 2011. Aplicação de Metaheurísticas para o modelo Internet Protocol Television. Master's Degree Dissertation Proposal - Interdisciplinary Program of Graduate Studies in Applied Computing. University of Vale do Rio dos Sinos, Brazil.
Download


Paper Citation


in Harvard Style

Wickert T. and Tórgo Gómez A. (2012). An Architecture based on Ontologies, Agents and Metaheuristics Applied to the Multimedia Service of the Brazilian Digital Television System . In Proceedings of the International Conference on Data Technologies and Applications - Volume 1: DATA, ISBN 978-989-8565-18-1, pages 203-208. DOI: 10.5220/0004001402030208


in Bibtex Style

@conference{data12,
author={Toni Ismael Wickert and Arthur Tórgo Gómez},
title={An Architecture based on Ontologies, Agents and Metaheuristics Applied to the Multimedia Service of the Brazilian Digital Television System},
booktitle={Proceedings of the International Conference on Data Technologies and Applications - Volume 1: DATA,},
year={2012},
pages={203-208},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004001402030208},
isbn={978-989-8565-18-1},
}


in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Data Technologies and Applications - Volume 1: DATA,
TI - An Architecture based on Ontologies, Agents and Metaheuristics Applied to the Multimedia Service of the Brazilian Digital Television System
SN - 978-989-8565-18-1
AU - Wickert T.
AU - Tórgo Gómez A.
PY - 2012
SP - 203
EP - 208
DO - 10.5220/0004001402030208