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Ruben Verborgh

Improving multimedia analysis through semantic integration of services

by Ben De Meester, Ruben Verborgh, Pieter Pauwels, Wesley De Neve, Erik Mannens, and Rik Van de Walle

Automatic analysis of multimedia resources has become a necessity due to an ever increasing multimedia production. In this paper, we introduce a novel framework that integrates multiple web services in an abduction-deduction-induction reasoning cycle. By intelligently combining multiple services, better analysis results are achieved than by using a single analysis service. The use of semantic service descriptions and semantic reasoning enables automatic service selection and repurposing of the different services. We evaluated the proposed framework for the use case of face detection, showing promising results.

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Published in 2014 in Proceedings of the 4th FTRA International Conference on Advanced IT, engineering and Management.

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Cite this article easily using its BibTeX entry:

@inproceedings{demeester_aim_2014,
  title = {Improving multimedia analysis through semantic integration of services},
  author = {De Meester, Ben and Verborgh, Ruben and Pauwels, Pieter and De Neve, Wesley and Mannens, Erik and Van de Walle, Rik},
  booktitle = {Proceedings of the 4th FTRA International Conference on Advanced IT, engineering and Management},
  month = feb,
  year = 2014,
}

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IEEE
B. De Meester, R. Verborgh, P. Pauwels, W. De Neve, E. Mannens, and R. Van de Walle, “Improving multimedia analysis through semantic integration of services,” in Proceedings of the 4th FTRA International Conference on Advanced IT, engineering and Management, 2014.
ACM
Ben De Meester, Ruben Verborgh, Pieter Pauwels, Wesley De Neve, Erik Mannens, and Rik Van de Walle. 2014. Improving multimedia analysis through semantic integration of services. In Proceedings of the 4th FTRA International Conference on Advanced IT, engineering and Management.
LNCS
De Meester, B., Verborgh, R., Pauwels, P., De Neve, W., Mannens, E., Van de Walle, R.: Improving multimedia analysis through semantic integration of services. In: Proceedings of the 4th FTRA International Conference on Advanced IT, engineering and Management (2014).
APA
De Meester, B., Verborgh, R., Pauwels, P., De Neve, W., Mannens, E., & Van de Walle, R. (2014). Improving multimedia analysis through semantic integration of services. In Proceedings of the 4th FTRA International Conference on Advanced IT, engineering and Management.
MLA
De Meester, Ben et al. “Improving Multimedia Analysis through Semantic Integration of Services.” Proceedings of the 4th FTRA International Conference on Advanced IT, Engineering and Management. 2014. Print.

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