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A Unified System for Processing News and Detecting Advertisements in TV Streams

Year 2021, Volume: 4 Issue: 2, 17 - 34, 31.12.2021
https://doi.org/10.53508/ijiam.1020112

Abstract

Media monitoring plays an important role in the success of companies by protecting their corporate, staff, and brand reputation. With the emergence of ICT, monitoring has emerged as an inevitable means of covering various fields of media: newspapers, online news, broadcast news (TV, radio), and social networks. Companies need a 360-degree view of media sources in near real-time that reports what's going on. In this paper, we proposed a unified system for processing news and detecting advertisements in TV streams. The system architecture is completely described, and the automatic processing has been detailed. Our contributions include a TV stream segmentation method, a news topics segmentation method, and an advertisements classification model. These methods have been evaluated and given promising results. However, more improvements can be made in the future.

References

  • Kompatsiaris, Y., Merialdo, B. and Lian, S.: TV Content Analysis: Techniques and Applications. In: Boca Raton, FL: CRC Press. (2012).
  • Minaee, S., Bouazizi, I., Kolan, P. and Najafzadeh, H.: Ad-Net: Audio-Visual Convolutional Neural Network for Advertisement Detection In Videos. In: arXiv preprint arXiv:1806.08612. (2018).
Year 2021, Volume: 4 Issue: 2, 17 - 34, 31.12.2021
https://doi.org/10.53508/ijiam.1020112

Abstract

References

  • Kompatsiaris, Y., Merialdo, B. and Lian, S.: TV Content Analysis: Techniques and Applications. In: Boca Raton, FL: CRC Press. (2012).
  • Minaee, S., Bouazizi, I., Kolan, P. and Najafzadeh, H.: Ad-Net: Audio-Visual Convolutional Neural Network for Advertisement Detection In Videos. In: arXiv preprint arXiv:1806.08612. (2018).
There are 2 citations in total.

Details

Primary Language English
Subjects Applied Mathematics
Journal Section Articles
Authors

Abdesalam Amrane

Abdelkrim Meziane This is me

Nour El Houda Boulkrinat This is me

Ali Atik This is me

Publication Date December 31, 2021
Acceptance Date December 23, 2021
Published in Issue Year 2021 Volume: 4 Issue: 2

Cite

APA Amrane, A., Meziane, A., Boulkrinat, N. E. H., Atik, A. (2021). A Unified System for Processing News and Detecting Advertisements in TV Streams. International Journal of Informatics and Applied Mathematics, 4(2), 17-34. https://doi.org/10.53508/ijiam.1020112
AMA Amrane A, Meziane A, Boulkrinat NEH, Atik A. A Unified System for Processing News and Detecting Advertisements in TV Streams. IJIAM. December 2021;4(2):17-34. doi:10.53508/ijiam.1020112
Chicago Amrane, Abdesalam, Abdelkrim Meziane, Nour El Houda Boulkrinat, and Ali Atik. “A Unified System for Processing News and Detecting Advertisements in TV Streams”. International Journal of Informatics and Applied Mathematics 4, no. 2 (December 2021): 17-34. https://doi.org/10.53508/ijiam.1020112.
EndNote Amrane A, Meziane A, Boulkrinat NEH, Atik A (December 1, 2021) A Unified System for Processing News and Detecting Advertisements in TV Streams. International Journal of Informatics and Applied Mathematics 4 2 17–34.
IEEE A. Amrane, A. Meziane, N. E. H. Boulkrinat, and A. Atik, “A Unified System for Processing News and Detecting Advertisements in TV Streams”, IJIAM, vol. 4, no. 2, pp. 17–34, 2021, doi: 10.53508/ijiam.1020112.
ISNAD Amrane, Abdesalam et al. “A Unified System for Processing News and Detecting Advertisements in TV Streams”. International Journal of Informatics and Applied Mathematics 4/2 (December 2021), 17-34. https://doi.org/10.53508/ijiam.1020112.
JAMA Amrane A, Meziane A, Boulkrinat NEH, Atik A. A Unified System for Processing News and Detecting Advertisements in TV Streams. IJIAM. 2021;4:17–34.
MLA Amrane, Abdesalam et al. “A Unified System for Processing News and Detecting Advertisements in TV Streams”. International Journal of Informatics and Applied Mathematics, vol. 4, no. 2, 2021, pp. 17-34, doi:10.53508/ijiam.1020112.
Vancouver Amrane A, Meziane A, Boulkrinat NEH, Atik A. A Unified System for Processing News and Detecting Advertisements in TV Streams. IJIAM. 2021;4(2):17-34.

International Journal of Informatics and Applied Mathematics