An Approach to Emotions Through Lexical Availability
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Pedro Salcedo-Lagos [1] ; Pedro Pinacho-Davidson [1] ; J. M. Angélica Pinninghoff [1] ; G. Gabriela Kotz [1]
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[1] Universidad de Concepción
Universidad de Concepción
Comuna de Concepción, Chile
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- Localización: Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence: 9th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31 – June 3, 2022, Proceedings, Part II / José Manuel Ferrández Vicente (dir. congr.), José Ramón Álvarez Sánchez (dir. congr.), Félix de la Paz López (dir. congr.), Hojjat Adeli (aut.), 2022, ISBN 978-3-031-06527-9, págs. 433-442
- Idioma: inglés
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Resumen
People are able of transforming emotions into words, as a mechanism to communicate it. Additionally people are able to express emotions which can be grouped around specific interest centers. These two elements are considered as the basis for this work, which analyzes how people react when exposed to similar concepts. Different human groups are able to express themselves about a common phenomenon, by using different lexical elements. This work collects information from different geographic regions, considering an heterogeneous population. We present in this work the way people using a common language represent concepts which describe emotions depending on location and other variables, like educational level, gender and age, among others. The collection of the available lexicon is achieved through the use of the lexical availability methodology, supported by using neural networks.