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Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.
Application of Affective Computing in the Analysis of Advertising Jingles in the Political Context
Digital Object Identifier (DOI) : 10.14569/IJACSA.2022.0130465
Article Published in International Journal of Advanced Computer Science and Applications(IJACSA), Volume 13 Issue 4, 2022.
Abstract: Affective computing is an emerging research area focused on the development of systems with the ability to recognize, process and simulate human emotions in order to improve a user’s experience in an interactive system. One of the possible fields of application of affective computing is marketing and advertising, where the application of emotion analysis techniques on the opinions made by users in different contexts has been evidenced, being a challenge the analysis of different types of multimedia content, such as advertising jingles. Thus, in this article we propose as a contribution the development of an emotion analysis study on the advertising jingles of the main candidates for mayor of Cartagena-Colombia in the period 2020-2023. For the development of this study, the acoustic properties of arousal and valence present throughout the audio track of each advertising jingle were taken into consideration, in such a way that through these properties it is possible to classify an audio fragment into an emotion belonging to the circumflex model or Russell model. To perform the segmentation of the audio track and the extraction of the acoustic properties of arousal and valence, we developed the MUSEMAN tool, which allows determining the emotions fluctuation in the advertising jingle audio track.
Keywords: Affective computing; advertising jingles; emotion analysis; arousal; valence
Gabriel Elias Chanchi Golondrino, Manuel Alejandro Ospina Alarcon and Luz Marina Sierra Martínez, “Application of Affective Computing in the Analysis of Advertising Jingles in the Political Context” International Journal of Advanced Computer Science and Applications(IJACSA), 13(4), 2022. http://dx.doi.org/10.14569/IJACSA.2022.0130465
@article{Golondrino2022,
title = {Application of Affective Computing in the Analysis of Advertising Jingles in the Political Context},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2022.0130465},
url = {http://dx.doi.org/10.14569/IJACSA.2022.0130465},
year = {2022},
publisher = {The Science and Information Organization},
volume = {13},
number = {4},
author = {Gabriel Elias Chanchi Golondrino and Manuel Alejandro Ospina Alarcon and Luz Marina Sierra Martínez}
}
