Design and Evaluation of a Framework Driven by the User Experience for the Development of Cyberphysical Social Systems for Healthcare
Grant PID2019-108915RB-I00 funded by:
Approach
2gether Hypothesis
The initial hypothesis of this project is that Cyber-Physical Social Systems may enhance the living experience of the user in the context of health scenarios by developing systems that put together humans, the physical world, the cyberworld and the social world in a transparent way. This project also proposes addressing the challenges associated to CPSS in the context of three specific health-related domains before contributing to the future development of a new generation of CPSS.
From CPS to CPSS
Mobile and pervasive computing has experienced a vast development in recent years with a focus on developing cyber-physical systems (CPS) to endow communication and computation capabilities to the different physical objects around the user providing an augmented physical experience. However, these efforts have paid particular attention to computation with less focus on the individuals, not considering an intrinsic characteristic of humans such as socialization. To address this deficiency, Cyber-Physical Social Systems (CPSS) propose to go beyond the interaction of the user in a cyber-physical environment by considering aspects of the social dimension, that is, taking into account how individuals socialize, collaborate and interact with others.
What we will achive
Scientific Goals
Define a methodology to guide the development of CPSS
Define a proposal for the specification of CPSS requirements considering the specific expressive needs of CPSS
Define a Quality Model to evaluate the Social UX of the CPSS.
Define a quality evaluation process that considers the evolution of the UX over time
Define a proposal for the adaptation of CPSS that considers the needs of the individual and the social aspects of these systems.
Define a proposal based on Microservices for the specification of CPSS architectures.
Identify and evaluate which MSA patterns facilitate the construction of CPSS
Identify and evaluate metrics that allow evaluating the alignment of the implemented and prescribed architecture and its subsequent traceability to development
What we will achive
Domain Specific Goals
Develop CPSS to support rehabilitation activities for ADL that consider the physical, social and cultural context of individuals considering aspects of ecological validity
Develop CPSS to support Activity of Daily Living assessment procedures to systematize the collection and processing of data and determine the performance of patients using objective parameters.
Develop CPSS for the treatment of Autism and ADHD that avoid isolation and lack of awareness of the environment (physical, social and temporal) with a cognitive load appropriate to the capacities and needs of individuals.
Develop CPSS to support play therapy activities to mitigate pediatric hospital isolation that consider the physical, clinical and social context of individuals, evaluating its impact on their psychological well-beings
Research Team
Elena Navarro
Principal Investigator
Universidad de Castilla-La Mancha
Víctor López Jaquero
Co-Principal Investigator
Universidad de Castilla-La Mancha
Pascual González López
Researcher
University of Castilla-La Mancha
Javier Jaén
Researcher
University Politechnic of Valencia
Francisco Montero
Researcher
University of Castilla-La Mancha
Dulce Romero Ayuso
Researcher
University of Granada
International Researchers
Jean Vanderdonckt
Full Professor
Université catholique de Louvain
Uwe Zdun
Full Professor
Universitat Wien
Work Team
Hospital La Fe - Pediatric Unit
Researchers
Ana Campos Monforte
Carmen Narciso Ramos
Dulce Hernández Seguí
Guillem Murcia López
Sara Fabra Reig
Association of Parents and Friends of Children with Special Needs and Attention to Diversity
Researchers
Desierree García Bernete
AGREDACE
Researchers
Diana Ruiz Ramos
Hospital San Rafael de Granada
Researchers
Jessica Romero Sánchez
Residence for the Elderly Gabias San Cristóbal
Researchers
Mª José Jiménez Cañadas
Sandra Felipe Jiménez
Mª Carmen Molina Alarcón
Celia Roldán Occupational Therapy
Researcher
Celia Roldán Alaminos
Outcomes
Results
Journal Papers
2024
Moya, A., Pretel, E., Navarro, E. Jaen, J. Analysing the synergies between Multi-agent Systems and Digital Twins: A systematic literature review. Information and Software Technology (2024). (IF: 3.9, Q2). https://doi.org/10.1016/j.infsof.2024.107503
2023
Moya, A., Pretel, E., Navarro, E. Jaen, J. A systematic literature review of clustering techniques for patients with traumatic brain injury. Artificial Intelligence Review (2023). (IF: 9.588, Q1). https://doi.org/10.1007/s10462-023-10531-2
López-Faican, L., Jaen, J. Design and evaluation of an augmented reality cyberphysical game for the development of empathic abilities. International Journal of Human-Computer Studies 176 (2023). (IF: 4.866, Q1). https://doi.org/10.1016/j.ijhcs.2023.103041
Juan-González, J., García, A.S., Molina, J.P., López-Jaquero, V., Navarro, E., Romero-Ayuso, D., González, P. UrbanRehab: a virtual urban scenario design tool for rehabilitating instrumental activities of daily living. J Ambient Intell Human Comput 14(3): 1339-1358 (2023). (IF: 3.662, Q2). https://doi.org/10.1007/s12652-021-03061-8
Cifo, M.A., Bermejo, P., Navarro E., DevOps: is there a gap between Education and Industry?. Journal of Software: Evolution and Process (2023). (IF: 1.864, Q3). https://doi.org/10.1002/smr.2534
2022
Moya A., Navarro E., Jaén J., López-Jaquero V., Capilla R., Exploiting variability in the design of genetic algorithms to generate telerehabilitation activities. Applied Soft Computing (2022). (IF: 6.725, Q1). https://doi.org/10.1016/j.asoc.2022.108441 (Open Access)
Macías, A., Navarro, E. Paradigms for the Conceptualization of Cyber-Physical-Social-Thinking hyperspace: A Thematic Synthesis, Journal of Ambient Intelligence and Smart Environments (2022) (IF: 2.759, Q3) https://doi.org/10.3233/AIS-210492
García, A. S., Fernández-Sotos, P., González, P., Navarro, E., Rodriguez-Jimenez, R., & Fernández-Caballero, A. (2022). Behavioral intention of mental health practitioners toward the adoption of virtual humans in affect recognition training. Frontiers in Psychology (IF: 4.232, Q3), 13. https://doi.org/10.3389/fpsyg.2022.934880
2021
Romero-Ayuso D, Toledano-González A, Rodríguez-Martínez MdC, Arroyo-Castillo P, Triviño-Juárez JM, González P, Ariza-Vega P, Del Pino González A, Segura-Fragoso A. Effectiveness of Virtual Reality-Based Interventions for Children and Adolescents with ADHD: A Systematic Review and Meta-Analysis. Children. 2021; 8(2):70 (IF: 2.078, Q2). https://doi.org/10.3390/children8020070
2020
Romero-Ayuso D, Alcántara-Vázquez P, Almenara-García A, Nuñez-Camarero I, Triviño-Juárez JM, Ariza-Vega P, Molina J-P, González P. Self-Regulation in Children with Neurodevelopmental Disorders “SR-MRehab: Un Colegio Emocionante”: A Protocol Study. International Journal of Environmental Research and Public Health. 2020; 17(12):4198 (IF: 2.468, Q2). https://doi.org/10.3390/ijerph17124198.
Conference Papers
2023
Macías, A., Navarro, E., Cuesta, C., Zdun, U., Architecting Digital Twins Using a Domain-Driven Design-Based Approach, 20th IEEE International Conference on Software Architecture (ICSA 2023), L’Aquila (Italy), March 13rd-17th 2023. https://doi.org/10.1109/ICSA56044.2023.00022
Zhinin-Vera, L., López-Jaquero, V., Navarro, E., Jaen, J., González, P.: A Computational Model for Agents in a Social Context: An Approach Based on Theory of Mind. UCAmI (1) 2023: 3-14 https://doi.org/10.1007/978-3-031-48306-6_1
Zhinin-Vera, L., Moya, A., Navarro, E., Jaen, J., Machado, J.: A Reinforcement Learning Algorithm for Improving the Generation of Telerehabilitation Activities of ABI Patients. UCAmI (1) 2023: 15-26 https://doi.org/10.1007/978-3-031-48306-6_2
Moya, A., Zhinin-Vera, L., Navarro, E., Jaen, J., Machado, J.: Clustering ABI Patients for a Customized Rehabilitation Process. UCAmI (2) 2023: 217-228. https://doi.org/10.1007/978-3-031-48642-5_21
2022
Macías, A., Muñoz, D., Navarro, E., González, P., Digital Twins-Based Data Fabric Architecture to Enhance Data Management in Intelligent Healthcare Ecosystems,, 14th International Conference on Ubiquitous Computing and Ambient Intelligence (UCAMI 2022), Córdoba (Spain), November 30th – December 2nd, 2022. 10.1007/978-3-031-21333-5_4
Pretel, E. Navarro, E. López-Jaquero, V., Moya, A., González, P. Multi-Agent Systems in Support of Digital Twins: A Survey. 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
Romero-Ayuso, D., González, P., Del Pino, A., Torres, A., Gea, M., Lupiañez, J., Funes, M. J., Díaz Atienza, F., Muñoz-García , M. A., Segura-Fragoso, A., Navarro, E., López-Jarquero, V., A Virtual Reality System for the Evaluation of the Instrumental Activities of Daily Living from an Ecological Perspective: Ecogfun-Rv, 34th Annual Meeting European Academy of Childhood Disability (EACD 2022), Barcelona (Spain), 18-21 May 21, 2022.
Romero-Ayuso, D., González, P., Navarro, E., Gea, M., Triviño-Juárez, J.M., Pérez- Rodríguez, S., Del Pino, A., An Stimulating School: SR-MRehab, 34th Annual Meeting European Academy of Childhood Disability (EACD 2022), Barcelona (Spain), 18-21 May 21, 2022.
Romero-Ayuso, Ortiz-Rubio, A., Triviño-Juárez, J.M., Pérez- Rodríguez, S., Del Pino, A., A Virtual Reality System for the Evaluation of the Instrumental Activities of Daily Living from an Ecological Perspective: Ecogfun-Rv, 34th Annual Meeting European Academy of Childhood Disability (EACD 2022), Barcelona (Spain), 18-21 May, 2022.
Muñoz, D., Macías, A., Navarro, E., Diseño e Implementación de un Sistema Ciber-físico-social para la Monitorización y Prevención de Infecciones por COVID-19 en Residencias de Ancianos, XVII Jornadas de Ciencia e Ingeniería de Servicios (JCIS 2022), Santiago de Compostela (Spain), 5-7 September, 2022. Biblioteca digital
López-Faican, L., Jaen, J., Una Infraestructura de Servicios Web para la Ejecución de Tareas de Realidad Aumentada con Geolocalización en Tiempo Real, XVII Jornadas de Ciencia e Ingeniería de Servicios (JCIS 2022), Santiago de Compostela (Spain), 5-7 September, 2022. Biblioteca digital
2021
Pons, P.; Montaner-Marco, J.; Jaen, J.; Cortés-Amador, S.; Hernández-Espeso, N. Supporting Animal-Mediated Interventions at Home: The Role of Animals and Technology to Facilitate Daily Activities. In Eight International Conference on Animal-Computer Interaction (ACI’21), ACM, New York, NY, USA, 7 pages, November 08–11, 2021, Bloomington, IN, USA. https://doi.org/10.1145/3493842.3493887
Montaner-Marco, J.; Jaén Martínez, J.; Pons Tomás, P. Designing a mobile AR application for improving pediatric psychological wellbeing. 23rd International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI 2021). (1 – 5). ACM, New York, NY, USA. September 2021, https://doi.org/10.1145/3447527.3474851
López-Faican, L.; Jaen, J. Designing gamified interactive systems for empathy development. Companion Publication of the 2021 ACM Designing Interactive Systems Conference (DIS ’21 Companion). Association for Computing Machinery, New York, NY, USA, 27–29, June 2021, https://doi.org/10.1145/3468002.3468236
Gómez B, Navarro E, A Comparison of Message Brokers for Telerehabilitation Systems, XVI Jornadas de Ingeniería de Ciencia e Ingeniería de Servicios (JCIS 2021), Málaga (Spain) 22 -24 Septiembre 2021, PDF
Montaner-Marco, J.; Carrion-Plaza, A.; Jaén Martínez, J. PicToMe: una actividad multijugador para pacientes pediátricos. XXI Congreso Internacional de Interacción Persona-Ordenador (INTERACCION 2021). (77 – 81). Editorial. Universidad de Málaga, Málaga (Spain) 22 -24 Septiembre 2021, PDF
Romero-Ayuso, D., Arroyo, P., Vázquez, P. Almenara, A.I., González, P., Navarro, E., Un colegio emocionante: regulación emocional en escolares y en niños con TDAH y TEA a través de un programa inclusivo y combinado con realidad virtual (MREHAB), VI Congreso Nacional de Terapia Ocupacional (CITO), May 15-11, 2021 (virtual).
Prototypes
Moya A., Navarro E., Jaén J., López-Jaquero V., Capilla R., «Exploiting variability in the design of genetic algorithms to generate telerehabilitation activities». Published in Code Ocean: https://dx.doi.org/10.24433/CO.5489616.v2
Books and Books Chapters
Navarro E., Jaén J., González P., López-Jaquero V., «Experiencia de Usuario en el desarrollo de los Sistemas Ciberfísicos», Calidad y Sostenibilidad de Sistemas de Información en la Práctica, Rama., eds. Abrahão S., Calero C., ISBN: 978-84-1897-160-0
Grant PID2019-108915RB-I00 funded by:
From: 01/06/2020 until: 30/05/2023.