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Semantic dispatching of multimedia news with MEWS

Published: 21 October 2013 Publication History

Abstract

Online news comes in rich multimedia form: video, audio, photos, in addition to traditional text. Recent advances in semantically-rich text processing, in speech-to-text processing, and in image processing allows us to develop new ways of presenting and enriching news stories. Here we present MEWS, a Multimedia nEWS platform, which enriches news browsing according to media (text, images, and video) and to automatically detected type of news (music, general news, politics).

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References

[1]
Law-To, J., & Grefenstette, G. (2011, November). VOXALEAD: a scalable video search engine based on content. In Proceedings of the 19th ACM international conference on Multimedia (pp. 747--748). ACM.
[2]
Despres, Julien, et al. "The Vocapia Research ASR Systems for Evalita 2011." Evaluation of Natural Language and Speech Tools for Italian. Springer Berlin Heidelberg, 2013. 286--294.
[3]
Clavel, C., Adda, G., Cailliau, F., Garnier-Rizet, M., Cavet, A., Chapuis, G., ... & Suignard, P. (2013). Spontaneous speech and opinion detection: mining call-centre transcripts. Language Resources and Evaluation, 1--37
[4]
Lenoir, A., Landais, R., & Law-To, J. (2012, June). MuMa: a scalable music search engine based on content analysis. In Content-Based Multimedia Indexing (CBMI), 2012 10th International Workshop on (pp. 1--4). IEEE
[5]
Forman, G. 2003. An extensive empirical study of feature selection metrics for text classification. J. Mach. Learn. Res. 3 (Mar. 2003), 1289--1305.

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Published In

cover image ACM Conferences
MM '13: Proceedings of the 21st ACM international conference on Multimedia
October 2013
1166 pages
ISBN:9781450324045
DOI:10.1145/2502081
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 21 October 2013

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Author Tags

  1. image processing
  2. multimedia indexing
  3. news
  4. search engine
  5. semantic annotation
  6. speech processing
  7. speech-to-text

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  • Demonstration

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MM '13
Sponsor:
MM '13: ACM Multimedia Conference
October 21 - 25, 2013
Barcelona, Spain

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MM '13 Paper Acceptance Rate 47 of 235 submissions, 20%;
Overall Acceptance Rate 2,145 of 8,556 submissions, 25%

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