Literature DB >> 27678301

Smart environment architecture for emotion detection and regulation.

Antonio Fernández-Caballero1, Arturo Martínez-Rodrigo2, José Manuel Pastor2, José Carlos Castillo3, Elena Lozano-Monasor4, María T López4, Roberto Zangróniz2, José Miguel Latorre5, Alicia Fernández-Sotos6.   

Abstract

This paper introduces an architecture as a proof-of-concept for emotion detection and regulation in smart health environments. The aim of the proposal is to detect the patient's emotional state by analysing his/her physiological signals, facial expression and behaviour. Then, the system provides the best-tailored actions in the environment to regulate these emotions towards a positive mood when possible. The current state-of-the-art in emotion regulation through music and colour/light is implemented with the final goal of enhancing the quality of life and care of the subject. The paper describes the three main parts of the architecture, namely "Emotion Detection", "Emotion Regulation" and "Emotion Feedback Control". "Emotion Detection" works with the data captured from the patient, whereas "Emotion Regulation" offers him/her different musical pieces and colour/light settings. "Emotion Feedback Control" performs as a feedback control loop to assess the effect of emotion regulation over emotion detection. We are currently testing the overall architecture and the intervention in real environments to achieve our final goal. Copyright Â
© 2016 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Ambient intelligence; Emotion detection; Emotion regulation; Health environment; Smart environment

Mesh:

Year:  2016        PMID: 27678301     DOI: 10.1016/j.jbi.2016.09.015

Source DB:  PubMed          Journal:  J Biomed Inform        ISSN: 1532-0464            Impact factor:   6.317


  13 in total

1.  Digital Technologies for Emotion-Regulation Assessment and Intervention: A Conceptual Review.

Authors:  Alexandra H Bettis; Taylor A Burke; Jacqueline Nesi; Richard T Liu
Journal:  Clin Psychol Sci       Date:  2021-06-03

Review 2.  "Shedding Light on Light": A Review on the Effects on Mental Health of Exposure to Optical Radiation.

Authors:  Davide Elia Bertani; Antonella Maria Pia De Novellis; Riccardo Farina; Emanuela Latella; Matteo Meloni; Carmela Scala; Laura Valeo; Gian Maria Galeazzi; Silvia Ferrari
Journal:  Int J Environ Res Public Health       Date:  2021-02-09       Impact factor: 3.390

3.  Human-Avatar Symbiosis for the Treatment of Auditory Verbal Hallucinations in Schizophrenia through Virtual/Augmented Reality and Brain-Computer Interfaces.

Authors:  Antonio Fernández-Caballero; Elena Navarro; Patricia Fernández-Sotos; Pascual González; Jorge J Ricarte; José M Latorre; Roberto Rodriguez-Jimenez
Journal:  Front Neuroinform       Date:  2017-11-21       Impact factor: 4.081

4.  Neural Correlates of Phrase Rhythm: An EEG Study of Bipartite vs. Rondo Sonata Form.

Authors:  Arturo Martínez-Rodrigo; Alicia Fernández-Sotos; José Miguel Latorre; José Moncho-Bogani; Antonio Fernández-Caballero
Journal:  Front Neuroinform       Date:  2017-04-27       Impact factor: 4.081

5.  Multi-Rule Based Ensemble Feature Selection Model for Sarcasm Type Detection in Twitter.

Authors:  Karthik Sundararajan; Anandhakumar Palanisamy
Journal:  Comput Intell Neurosci       Date:  2020-01-09

6.  Electrodermal Activity Sensor for Classification of Calm/Distress Condition.

Authors:  Roberto Zangróniz; Arturo Martínez-Rodrigo; José Manuel Pastor; María T López; Antonio Fernández-Caballero
Journal:  Sensors (Basel)       Date:  2017-10-12       Impact factor: 3.576

7.  Social Robotics in Therapy of Apraxia of Speech.

Authors:  José Carlos Castillo; Diego Álvarez-Fernández; Fernando Alonso-Martín; Sara Marques-Villarroya; Miguel A Salichs
Journal:  J Healthc Eng       Date:  2018-03-11       Impact factor: 2.682

8.  An Emotion Aware Task Automation Architecture Based on Semantic Technologies for Smart Offices.

Authors:  Sergio Muñoz; Oscar Araque; J Fernando Sánchez-Rada; Carlos A Iglesias
Journal:  Sensors (Basel)       Date:  2018-05-10       Impact factor: 3.576

9.  Affective computing in virtual reality: emotion recognition from brain and heartbeat dynamics using wearable sensors.

Authors:  Javier Marín-Morales; Juan Luis Higuera-Trujillo; Alberto Greco; Jaime Guixeres; Carmen Llinares; Enzo Pasquale Scilingo; Mariano Alcañiz; Gaetano Valenza
Journal:  Sci Rep       Date:  2018-09-12       Impact factor: 4.379

10.  Arousal Detection in Elderly People from Electrodermal Activity Using Musical Stimuli.

Authors:  Almudena Bartolomé-Tomás; Roberto Sánchez-Reolid; Alicia Fernández-Sotos; Antonio Fernández-Caballero; José Miguel Latorre
Journal:  Sensors (Basel)       Date:  2020-08-25       Impact factor: 3.576

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