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Elderly, Their Emotions and Deep Learning Techniques to Help Their Dignified and Positive Aging

  • Sixto Enrique Campaña Bastidas
  • , Abel Méndez Porras
  • , Ana Perandrés Gómez
  • , Irene Moral García
  • , Lucia González

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Scopus citations

Abstract

All people in the world age, it is part of the life cycle, the important thing is to understand that it can be done in a dignified and positive way, as proposed by the Ageing Lab Foundation in its EDP model, therefore in the era of the fourth revolution Industrial (4RI), it is essential to have tools that allow us to understand how well older people are at this stage of life, to know if their emotions represent an affable state, or on the contrary indicate symptoms that something is not right. Due to the foregoing, this document presents a first approach to the technologies that have been applied to detect emotions in older people and the way in which tools such as Deep Learning of Artificial Intelligence can help in the process, in order to propose the development of an application that helps in the detection of emotions, but based on an evaluation of some existing algorithms and manual analysis processes, the initial result is a state of the art of technologies applied to the recognition of emotions, mainly in older people, as well such as the evaluation of some algorithms developed and programmed in the Python language and applied to some videos for free use on the Internet, which set the tone and path for the proposal that is being improved in the work with the Fundación Ageing Lab of Spain, the TEC of Costa Rica and the UNAD of Colombia.

Original languageEnglish
Title of host publicationProceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence, UCAmI 2022
EditorsJosé Bravo, Sergio Ochoa, Jesús Favela
PublisherSpringer Science and Business Media Deutschland GmbH
Pages221-233
Number of pages13
ISBN (Print)9783031213328
DOIs
StatePublished - 2023
Event14th International Conference on Ubiquitous Computing and Ambient Intelligence, UCAmI 2022 - Córdoba, Spain
Duration: 29 Nov 20222 Dec 2022

Publication series

NameLecture Notes in Networks and Systems
Volume594 LNNS
ISSN (Print)2367-3370
ISSN (Electronic)2367-3389

Conference

Conference14th International Conference on Ubiquitous Computing and Ambient Intelligence, UCAmI 2022
Country/TerritorySpain
CityCórdoba
Period29/11/222/12/22

Keywords

  • Artificial intelligence
  • Deep learning
  • Dignified and positive aging
  • Emotions
  • Internet of things

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