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Erschienen in: International Journal on Interactive Design and Manufacturing (IJIDeM) 4/2018

07.06.2017 | Technical Paper

Inhabitable space control for the creation of healthy interactive spaces through emotional domotics

verfasst von: Sergio A. Navarro-Tuch, M. Rogelio Bustamante-Bello, Arturo Molina, Javier Izquierdo-Reyes, Roberto Avila-Vazquez, Jose Luis Pablos-Hach, Yadira Gutiérrez-Martínez

Erschienen in: International Journal on Interactive Design and Manufacturing (IJIDeM) | Ausgabe 4/2018

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Abstract

In recent years, Mexico’s level of different physiological and mental negative states, such as stress have increased. This has among its consequences, low work production and social problems including the alarming numbers that nearly 43% of adults report high levels of stress. The increase of stress incidence in people aged 15–29 years, and the lack of stress relief measures have an important impact on a person’s physical, mental and emotional health. In order to diminish these negative effects different approaches can be implemented for example, the use of audiovisual stimulus to induce emotions [1]. In this work the emotional analysis through facial expression is implemented [2, 3]. We propose the use of domotics to influence the user’s emotional state, creating an interactive space that reacts to the users emotions adapting to the most suitable scenario. The first experiments we conducted occurred in an industrial production simulator in which lights’ hue was varied in order to perceive the impact of such lights on the emotions reflected by the subject. The emotional impact was analyzed through the FACET\(^{\mathrm{TM}}\) module of the biometric platform iMotions\(^{\mathrm{TM}}\). These experiments together with the experience of other investigators leaded to the design and construction of an experimental booth that let us experiment with other variables like humidity and temperature. The design of one of such experiments is presented in this work based on a stress profile. This experiment’s objective is to allow us to correlate the impact of the environmental variables over the emotional state reflected on subjects’ expressions in order to integrate it for a control loop. The final system has multiple potential applications, among them one is the implementation for the analysis of design prototypes of both products and architecture models.

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Literatur
1.
Zurück zum Zitat Chakraborty, A., Konar, A., Chakraborty, U.K., Chatterjee, A.: Emotion recognition from facial expressions and its control using fuzzy logic. 726 IEEE Trans. Syst. Man Cybern.—Part a: Syst. Hum. 39(4), 726–743 (2009)CrossRef Chakraborty, A., Konar, A., Chakraborty, U.K., Chatterjee, A.: Emotion recognition from facial expressions and its control using fuzzy logic. 726 IEEE Trans. Syst. Man Cybern.—Part a: Syst. Hum. 39(4), 726–743 (2009)CrossRef
2.
Zurück zum Zitat Pantic, M., Patras, I.: Dynamics of facial expression : recognition of facial actions and their temporal segments. IEEE Trans. Syst. Man Cybern. 36(2), 433–449 (2006)CrossRef Pantic, M., Patras, I.: Dynamics of facial expression : recognition of facial actions and their temporal segments. IEEE Trans. Syst. Man Cybern. 36(2), 433–449 (2006)CrossRef
3.
Zurück zum Zitat Ekman, P., Friesen, W.V., Hager, J.C.: Facial Action Coding System, vol. 1. Research Nexus division of Network Information Research Coorporation, Salt Lake City (2002) Ekman, P., Friesen, W.V., Hager, J.C.: Facial Action Coding System, vol. 1. Research Nexus division of Network Information Research Coorporation, Salt Lake City (2002)
4.
Zurück zum Zitat Navarro-Tuch, S.A., Bustamante-Bello, M.R., Avila-Vazquez, R., Izquierdo-Reyes, J., Ramirez-Mendoza, R., Gutierrez-Martinez, Y., Hach Pablos, J.L.: Emotional domotics: Inhabitable space variable control for the emotions modulation. SAI intelligent systems conference 2016, pp. 567–571. London, UK (2016) Navarro-Tuch, S.A., Bustamante-Bello, M.R., Avila-Vazquez, R., Izquierdo-Reyes, J., Ramirez-Mendoza, R., Gutierrez-Martinez, Y., Hach Pablos, J.L.: Emotional domotics: Inhabitable space variable control for the emotions modulation. SAI intelligent systems conference 2016, pp. 567–571. London, UK (2016)
5.
Zurück zum Zitat Lang, P., Bradley, M., Cuthbert, B.: International affective picture system (IAPS): affective ratings of pictures and instruction manual. Technical Report A-8 (2008) Lang, P., Bradley, M., Cuthbert, B.: International affective picture system (IAPS): affective ratings of pictures and instruction manual. Technical Report A-8 (2008)
6.
Zurück zum Zitat Herrera Quintero, L.F.: Viviendas inteligentes ( domótica ). Revista Ing. e Investig. 25(2), 47–53 (2005) Herrera Quintero, L.F.: Viviendas inteligentes ( domótica ). Revista Ing. e Investig. 25(2), 47–53 (2005)
8.
Zurück zum Zitat Ning, H.N.H., Ya-Hu, W.Y.H.W., Yi, T.Y.T.: Research of KNX device node and development based on the bus interface module. Control Conference (CCC), 29th Chinese, pp. 4346–4350 (2010) Ning, H.N.H., Ya-Hu, W.Y.H.W., Yi, T.Y.T.: Research of KNX device node and development based on the bus interface module. Control Conference (CCC), 29th Chinese, pp. 4346–4350 (2010)
9.
Zurück zum Zitat Lin, C.T., Lin, B.S., Lin, F.C., Chang, C.J.: Brain computer interface-based smart living environmental auto-adjustment control system in UPnP home networking. IEEE Syst. J. 8(2), 363–370 (2014). doi:10.1109/JSYST.2012.2192756 CrossRef Lin, C.T., Lin, B.S., Lin, F.C., Chang, C.J.: Brain computer interface-based smart living environmental auto-adjustment control system in UPnP home networking. IEEE Syst. J. 8(2), 363–370 (2014). doi:10.​1109/​JSYST.​2012.​2192756 CrossRef
10.
Zurück zum Zitat Ou, C.Z., Lin, B.S., Chang, C.J., Lin, C.T.: Brain computer interface-based smart environmental control system. Proceedings of the 8th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2012, pp. 281–284 (2012). doi:10.1109/IIH-MSP.2012.74 Ou, C.Z., Lin, B.S., Chang, C.J., Lin, C.T.: Brain computer interface-based smart environmental control system. Proceedings of the 8th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2012, pp. 281–284 (2012). doi:10.​1109/​IIH-MSP.​2012.​74
11.
Zurück zum Zitat Lutfi, S., Lucas, J.M., Montero, J.M.: Desarrollo de un asistente domótico emocional inteligente. In: XIX Jornadas Telecom I+D, pp. 1–5 (2009) Lutfi, S., Lucas, J.M., Montero, J.M.: Desarrollo de un asistente domótico emocional inteligente. In: XIX Jornadas Telecom I+D, pp. 1–5 (2009)
12.
Zurück zum Zitat Ekman, P., Rosenberg, E.: What the Face Reveals, 2nd edn. Oxford University Press, Oxford (1997) Ekman, P., Rosenberg, E.: What the Face Reveals, 2nd edn. Oxford University Press, Oxford (1997)
13.
Zurück zum Zitat Khowaja, S.A., Dahri, K.: Facial expression recognition using two-tier classification and its application to smart home automation system. In: International Conference on Emerging Technologies (ICET), pp. 4–9 (2015). doi:10.1109/ICET.2015.7389223 Khowaja, S.A., Dahri, K.: Facial expression recognition using two-tier classification and its application to smart home automation system. In: International Conference on Emerging Technologies (ICET), pp. 4–9 (2015). doi:10.​1109/​ICET.​2015.​7389223
14.
Zurück zum Zitat Bui, T.T.T., Phan, N.H., Spitsyn, V.G.: Face and hand gesture recognition algorithm based on wavelet transforms and principal component analysis. In: 7th International Forum on Strategic Technology (IFOST), pp. 3–6 (2013) Bui, T.T.T., Phan, N.H., Spitsyn, V.G.: Face and hand gesture recognition algorithm based on wavelet transforms and principal component analysis. In: 7th International Forum on Strategic Technology (IFOST), pp. 3–6 (2013)
15.
Zurück zum Zitat Wang, Yq: An analysis of the viola-jones face detection algorithm. Image Process. Line 4, 128–148 (2014)CrossRef Wang, Yq: An analysis of the viola-jones face detection algorithm. Image Process. Line 4, 128–148 (2014)CrossRef
17.
Zurück zum Zitat Ekman, P.: Emotions Revealed, 2nd edn. Henry Holt and Company, New York (2007) Ekman, P.: Emotions Revealed, 2nd edn. Henry Holt and Company, New York (2007)
18.
Zurück zum Zitat Global marketing information company: face emotions and short surveys during automotive tasks. In: Council of American Survey Research Organizations (CASRO), April. J.D. power (2016) Global marketing information company: face emotions and short surveys during automotive tasks. In: Council of American Survey Research Organizations (CASRO), April. J.D. power (2016)
19.
Zurück zum Zitat Barmaki, R.: Gesture Assessment of Teachers in an Immersive Rehearsal Environment. Ph.D. thesis, University of Central Florida Electronic (2016) Barmaki, R.: Gesture Assessment of Teachers in an Immersive Rehearsal Environment. Ph.D. thesis, University of Central Florida Electronic (2016)
20.
21.
Zurück zum Zitat Woo, S.L., Seung, H.H.: Implementation of a KNX-ZigBee gateway for home automation. In: Digest of Technical Papers–IEEE International Conference on Consumer Electronics, pp. 545–549 (2009). doi:10.1109/ISCE.2009.5156866 Woo, S.L., Seung, H.H.: Implementation of a KNX-ZigBee gateway for home automation. In: Digest of Technical Papers–IEEE International Conference on Consumer Electronics, pp. 545–549 (2009). doi:10.​1109/​ISCE.​2009.​5156866
22.
Zurück zum Zitat Martirano, L., Marrocco, R., Liberati, F., Di Giorgio, A.: KNX protocol compliant load shifting and storage control in residential buildings. In: Industry Applications Society Annual Meeting, IEEE, pp. 1–6 (2015) Martirano, L., Marrocco, R., Liberati, F., Di Giorgio, A.: KNX protocol compliant load shifting and storage control in residential buildings. In: Industry Applications Society Annual Meeting, IEEE, pp. 1–6 (2015)
23.
Zurück zum Zitat Bujdei, C., Moraru, S.A.: Ensuring comfort in office buildings: Designing a KNX monitoring and control system. Proceedings - 2011 7th International Conference on Intelligent Environments, IE 2011 pp. 222–229 (2011). doi:10.1109/IE.2011.29 Bujdei, C., Moraru, S.A.: Ensuring comfort in office buildings: Designing a KNX monitoring and control system. Proceedings - 2011 7th International Conference on Intelligent Environments, IE 2011 pp. 222–229 (2011). doi:10.​1109/​IE.​2011.​29
24.
25.
Zurück zum Zitat Vanus, J., Cerny, M., Koziorek, J.: The proposal of the smart home care solution with KNX components. In: 38th International Conference on Telecommunications and Signal Processing (TSP) (2015) Vanus, J., Cerny, M., Koziorek, J.: The proposal of the smart home care solution with KNX components. In: 38th International Conference on Telecommunications and Signal Processing (TSP) (2015)
26.
Zurück zum Zitat Abascal Carranza, C.M.: NOM-015-STPS-2001 (2002) Abascal Carranza, C.M.: NOM-015-STPS-2001 (2002)
27.
Zurück zum Zitat Teck Boon, L., Mohd Heikal, H., Zarul Fitri, Z., Mohd Azam, O.: Eye 2H: A proposed automated smart home control system for detecting human emotions through facial detection. In: The 5th International Conference on Information and Communication Technology for The Muslim World (ICT4M), pp. 3–6 (2014). doi:10.1109/ICT4M.2014.7020652 Teck Boon, L., Mohd Heikal, H., Zarul Fitri, Z., Mohd Azam, O.: Eye 2H: A proposed automated smart home control system for detecting human emotions through facial detection. In: The 5th International Conference on Information and Communication Technology for The Muslim World (ICT4M), pp. 3–6 (2014). doi:10.​1109/​ICT4M.​2014.​7020652
28.
Zurück zum Zitat Fernández-Caballero, A., Martínez-Rodrigo, A., Pastor, J.M., Castillo, J.C., Lozano-Monasor, E., López, M.T., Zangróniz, R., Latorre, J.M., Fernández-Sotos, A.: Smart environment architecture for emotion detection and regulation. J. Biomed. Inform. 64, 55–73 (2016). doi:10.1016/j.jbi.2016.09.015 CrossRef Fernández-Caballero, A., Martínez-Rodrigo, A., Pastor, J.M., Castillo, J.C., Lozano-Monasor, E., López, M.T., Zangróniz, R., Latorre, J.M., Fernández-Sotos, A.: Smart environment architecture for emotion detection and regulation. J. Biomed. Inform. 64, 55–73 (2016). doi:10.​1016/​j.​jbi.​2016.​09.​015 CrossRef
29.
Zurück zum Zitat Ortiz Garcia Cervigon, V., V. Sokolova, M., Garcia Muñoz, R.M., Fernández Caballero, A.: LED strips for color- and illumination-based emotion regulation at home. In: Ambient Assisted Living. ICT-based Solutions in Real Life Situations, chap. LED Strips. Springer International Publishing Switzerland (2015). doi:10.1007/7854 Ortiz Garcia Cervigon, V., V. Sokolova, M., Garcia Muñoz, R.M., Fernández Caballero, A.: LED strips for color- and illumination-based emotion regulation at home. In: Ambient Assisted Living. ICT-based Solutions in Real Life Situations, chap. LED Strips. Springer International Publishing Switzerland (2015). doi:10.​1007/​7854
31.
Zurück zum Zitat Aguayo González, R.: The lining of the energy space (El revestimiento del espacio energético). Ph.D. thesis, Polytechnic University of Catalonia (1999) Aguayo González, R.: The lining of the energy space (El revestimiento del espacio energético). Ph.D. thesis, Polytechnic University of Catalonia (1999)
32.
Zurück zum Zitat Lozano Alarcon, J.: NOM-025-STPS-2008 (2008) Lozano Alarcon, J.: NOM-025-STPS-2008 (2008)
33.
34.
Zurück zum Zitat García Arenas, D.: psychometric enviromental control by fuzzy logic (control ambiental psicometrico mediante logica difusa). Ph.D. thesis, Universidad Carlos III de Madrid (2010) García Arenas, D.: psychometric enviromental control by fuzzy logic (control ambiental psicometrico mediante logica difusa). Ph.D. thesis, Universidad Carlos III de Madrid (2010)
35.
Zurück zum Zitat Kuehl, R.O.: Design of Experiments: Statistical Principles of Research Design and Analysis, 2nd edn. Thomson Learning, Mexico (1999)MATH Kuehl, R.O.: Design of Experiments: Statistical Principles of Research Design and Analysis, 2nd edn. Thomson Learning, Mexico (1999)MATH
37.
Zurück zum Zitat Nowack, K.M.: The stress profile. MANUAL MODERNO (2010) Nowack, K.M.: The stress profile. MANUAL MODERNO (2010)
Metadaten
Titel
Inhabitable space control for the creation of healthy interactive spaces through emotional domotics
verfasst von
Sergio A. Navarro-Tuch
M. Rogelio Bustamante-Bello
Arturo Molina
Javier Izquierdo-Reyes
Roberto Avila-Vazquez
Jose Luis Pablos-Hach
Yadira Gutiérrez-Martínez
Publikationsdatum
07.06.2017
Verlag
Springer Paris
Erschienen in
International Journal on Interactive Design and Manufacturing (IJIDeM) / Ausgabe 4/2018
Print ISSN: 1955-2513
Elektronische ISSN: 1955-2505
DOI
https://doi.org/10.1007/s12008-017-0410-3

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