Affective Computing for Human Wellbeing

Artificial Intelligence for understanding and enhancing human wellbeing

Publications

2024

Maria Eleonora Minissi, Alberto Altozano, Javier Marin-Morales, Alice Chicchi Giglioli, Fabrizia Mantovani, Mariano Alcañiz (2024). Biosignal comparison for autism assessment using machine learning models and virtual reality. Computers in Biology and Medicine.
Jose Llanes, Javier Marín, Lucia Gómez, Eleonora Missini, Mariano Alcañiz (2024). Developing conversational Virtual Humans for social emotion elicitation based on large language models. Expert Systems with Applications, 246.

2023

Maria Eleonora Minissi, Lucía Gómez-Zaragozá, Javier Marín-Morales, Fabrizia Mantovani, Marian Sirera, Luis Abad, Sergio Cervera-Torres, Soledad Gómez-García, Irene Alice Chicchi Giglioli and Mariano Alcañiz1 (2023). The whole-body motor skills of children with autism spectrum disorder taking goal-directed actions in virtual reality. Frontiers in psychology, 14.
Elena Parra Vargas, Jestine Philip, Lucia A. Carrasco-Ribelles, Irene Alice Chicchi Giglioli, Gaetano Valenza, Javier Marín-Morales and Mariano Alcañiz Raya (2023). The neurophysiological basis of leadership: a machine learning approach. Management Decision.
Gil-López, C., Guixeres, J., Marín-Morales, J., Torrecilla, C., Williams, E., & Alcañiz, M. (2023). Is mixed reality technology an effective tool for retail? A vividness and interaction perspective. Frontiers in Virtual Reality, 4.
Gil-López, C., Guixeres, J., Moghaddasi, M., Khatri, J., Marín-Morales, J., & Alcañiz, M. (2023). Recognizing shopper demographics from behavioral responses in a virtual reality store. Virtual Reality.
Jose Llanes-Jurado, Lucía A. Carrasco-Ribelles, Mariano Alcañiz, Emilio Soria-Olivas, Javier Marín-Morales (2023). Automatic Artifact Recognition and Correction for Electrodermal Activity based on LSTM-CNN models. Expert Systems with Applications, 230.
Guidi, Michienzi, Ricci, Marín-Morales, Carrasco-Ribelles, Gómez-Zaragozá (2023). SentiTrust: a new Trust Model for Decentralized Social Media. IEEE Access, 11.
Almudena Palacios-Ibáñez, Javier Marín-Morales, Manuel Contero, Mariano Alcañiz (2023). Predicting Decision-Making in Virtual Environments: An Eye Movement Analysis with Household Products. Applied Sciences, 13, pp. 7124.
Lucia Gomez-Zaragozá, Javier Marín-Morales, Elena Parra Vargas, Irene Alice Chicchi Giglioli and Mariano Alcaniz Raya (2023). An Online Attachment Style Recognition System Based on Voice and Machine Learning. IEEE Journal of Biomedical and Health Informatics, 27, pp. 5576-5587.

2022

Parra, E., Chicchi Giglioli, I. A., Philip, J., Carrasco-Ribelles, L. A., Marín-Morales, J., & Alcañiz Raya, M. (2022). Combining Virtual Reality and Organizational Neuroscience for Leadership Assessment. Appl. Sci, 11, pp. 5956.
Jaikishan Khatri, Javier Marín-Morales, Masoud Moghaddasi, Jaime Guixeres, Irene Alice Chicchi Giglioli and Mariano Alcañiz (2022). Recognizing Personality Traits Using Consumer Behavior Patterns in a Virtual Retail Store. Frontiers in psychology, 13.
Gil‐Lopez, C., Guixeres, J., Marín‐Morales, J., & Alcañiz, M. (2022). Use of XR\'s Technologies for Consumer Behavior Analysis. Roadmapping Extended Reality: Fundamentals and Applications. , pp. 283-308.

2021

de-Juan-Ripoll, C.; Llanes-Jurado, J.; Giglioli, I.A.C.; Marín-Morales, J.; Alcañiz, M. (2021). An Immersive Virtual Reality Game for Predicting Risk Taking through the Use of Implicit Measures. Applied Sciences, 11, pp. 825.
de-Juan-Ripoll, C., Chicchi Giglioli, I. A., Llanes Jurado, J., Marín-Morales, J., & Alcañiz, M. (2021). Why Do We Take Risks? Perception of the Situation and Risk Proneness Predict Domain-Specific Risk Taking. Frontiers in psychology, 12.
Ausin-Azofra, J. M., Bigne, E., Ruiz, C., Marín-Morales, J., Guixeres, J., & Alcañiz, M. (2021). Do You See What I See? Effectiveness of 360-Degree vs. 2D Video Ads Using a Neuroscience Approach. Frontiers in psychology, 12.
Moghaddasi, M., Marín-Morales, J., Khatri, J., Guixeres, J., Chicchi Giglioli, I. A., & Alcañiz, M. (2021). Recognition of Customers’ Impulsivity from Behavioral Patterns in Virtual Reality. Applied Sciences, 11, pp. 4399.
Giglioli, I. A. C., Carrasco-Ribelles, L. A., Parra, E., Marín-Morales, J., & Alcañiz Raya, M. (2021). An Immersive Serious Game for the Behavioral Assessment of Psychological Needs. Applied Sciences, 11, pp. 1971.
Masoud Moghaddasi, Javier Marín-Morales, Jaikishan Khatri, Jaime Guixeres, Irene Alice Chicchi Giglioli, Mariano Alcañiz (2021). Recognition of Customers’ Impulsivity from Behavioral Patterns in Virtual Reality. Applied Sciences, 11, pp. 4399.
Javier Marín-Morales ,Juan Luis Higuera-Trujillo,Jaime Guixeres,Carmen Llinares,Mariano Alcañiz ,Gaetano Valenza (2021). Heart rate variability analysis for the assessment of immersive emotional arousal using virtual reality: Comparing real and virtual scenarios. PloS one.
Irene Alice Chicchi Giglioli, Lucia Amalia Carrasco, Javier Marin Morales,Maria Eleonora Minissi, Elena Parra, Mariano Alcañiz Raya (2021). A virtual serious game for the behavioral assessment of psychological constructs related to basic needs. . .
Elena Parra, Irene Alice Chicchi Giglioli, Jestine Philip, Lucia Amalia Carrasco-Ribelles, Javier Marín-Morales and Mariano Alcañiz Raya 1 (2021). Combining Virtual Reality and Organizational Neuroscience for Leadership Assessment. , 11, pp. 5956.

2020

Alcañiz, M., Chicchi Giglioli, I. A., Marín-Morales, J., Higuera Trujillo, J. L., Olmos, E., Menissi, M. E., ... & Abad, L. (2020). Application of supervised machine learning for behavioral biomarkers of autism spectrum disorder based on electro dermal activity and virtual reality. Frontiers in Human Neuroscience, 14.
Alcañiz Raya, M., Marín-Morales, J., Minissi, M. E., Teruel Garcia, G., Abad, L., & Chicchi Giglioli, I. A. (2020). Machine Learning and Virtual Reality on Body Movements’ Behaviors to Classify Children with Autism Spectrum Disorder. Journal of Clinical Medicine, 9.
Khatri, J., Moghaddasi, M., Llanes-Jurado, J., Spinella, L., Marín-Morales, J., Guixeres, J., & Alcañiz, M. (2020). Optimizing Virtual Reality Eye Tracking Fixation Algorithm Thresholds Based on Shopper Behavior and Age. International Conference on Human-Computer Interaction, pp. 64-69.
Moghaddasi, M., Khatri, J., Llanes-Jurado, J., Spinella, L., Marín-Morales, J., Guixeres, J., & Alcañiz, M. (2020). Segmentation of Areas of Interest Inside a Virtual Reality Store. International Conference on Human-Computer Interaction, pp. 92-98.
Gómez-Zaragozá, L., Marín-Morales, J., Parra, E., Guixeres, J., & Alcañiz, M. (2020). Speech Emotion Recognition from Social Media Voice Messages Recorded in the Wild. International Conference on Human-Computer Interaction, pp. 330-336.
Llanes-Jurado, J., Marín-Morales, J., Guixeres, J., & Alcañiz, M. (2020). Development and Calibration of an Eye-Tracking Fixation Identification Algorithm for Immersive Virtual Reality. Sensors, 20, pp. 4956.
Marín-Morales, J., Llinares, C., Guixeres, J., & Alcañiz, M. (2020). Emotion Recognition in Immersive Virtual Reality: From Statistics to Affective Computing. Sensors, 20, pp. 5163.

2019

Marín-Morales, J., Higuera-Trujillo, J. L., Greco, A., Guixeres, J., Llinares, C., Gentili, C., ... & Valenza, G. (2019). Real vs. immersive-virtual emotional experience: Analysis of psycho-physiological patterns in a free exploration of an art museum. PloS one, 14.
Marín-Morales, J., Higuera-Trujillo, J. L., De-Juan-Ripoll, C., Llinares, C., Guixeres, J., Iñarra, S., & Alcañiz, M. (2019). Navigation comparison between a real and a virtual museum: time-dependent differences using a head mounted display. Interacting with Computers, 31, pp. 208-220.
Moreno, C. T., Morales, J. M., Guixeres, J., Raya, M. A., & Alcañiz, J. E. B. (2019). ¿Comunica el recorrido del consumidor en el punto de venta su decisión de compra? Un estudio mediante Neuromarketing.. Omnichannel Marketing: las nuevas reglas de la distribución y el consumo en un mundo omnicanal, pp. 295-307.
Torrecilla-Moreno, C., Marín-Morales, J., Guixeres, J., Alcañiz, M. y Bigné Alcañiz, E (2019). Comunica el recorrido del consumidor en el punto de venta su decisión de compra? Un estudio mediante neuromarketing. .
Torrecilla-Moreno, C., Marín-Morales, J., Guixeres, J., Alcañiz, M. y Bigné Alcañiz, E. (2019). ¿Comunica el recorrido del consumidor en el punto de venta su decisión de compra? Un estudio mediante neuromarketing. Capítulo 14. Omnichannel Marketing: las nuevas reglas de la distribución y el consumo en un mundo omnicanal.

2018

Ortuño, Rubén; Sánchez, José M.; Álvarez, Diego; López, Miguel; León, Fernando; Guixeres, Jaime; Torrecilla-Moreno, Carmen; Marín-Morales, Javier & Alcañiz, Mariano (2018). Neurometrics applied to banknote design: a first validation study. SECURITY PRINTERS 2018-PROCEEDING.
Marín-Morales, Javier; Higuera, Juan Luis; de Juan, Carla; Llinares, Carmen; Guixeres, Jaime; Iñarra, Susana & Alcañiz, Mariano (2018). Presence and navigation: a comparison between a physical and virtual reality museum. BRITISH HUMAN COMPUTER INTERACTION CONFERENCE 2018.
Ortuño, Rubén; Sánchez, José M; Álvarez, Diego; López, Miguel; León, Fernando; Guixeres, Jaime; Torrecilla-Moreno, Carmen; Marín-Morales, Javier; & Alcañiz, Mariano (2018). Neurometrics applied to banknote design: a first validation study. OPTICAL DOCUMENT SECURITY 2018.
Alcañiz, Mariano; Guixeres, Jaime; Bigne, Enrique & Marín-Morales, Javier (2018). Brand communication with multi touchpoints. ICORIA 2018.
Torrecilla-Moreno, Carmen; Marín-Morales, Javier; Guixeres, Jaime; Llinares, MªCarmen & Alcañiz, Mariano (2018). Does the consumer\'s journey at the point of sale communicate his purchase decision?. AEDEM 2018.

2017

Marín-Morales, J., Torrecilla-Moreno, C., Guixeres Provinciale, J., & Llinares Millán, M. D. C (2017). Methodological bases for a new platform for the measurement of human behaviour in virtual environments. DYNA Ingeniería e Industria, 92, pp. 34-38.
Marín-Morales, J., Torrecilla-Moreno, C., Guixeres Provinciale, J., & Llinares Millán, M. D. C (2017). Methodological bases for a new platform for the measurement of human behaviour in virtual environments. DYNA Ingeniería e Industria, 92, pp. 34-38.

2016

Higuera-Trujillo, J. L., Marín-Morales, J., Rojas, J. C., López-Tarruella, J., Maldonado, C. L. M., Provinciale, J. G., & Alcañiz, M. (2016). Emotional cartography in design: A novel technique to represent emotional states altered by spaces. 10th International Conference on Design & Emotion.
Higuera Trujillo, J.L., Marín-Morales, J., Rojas, J.C. & López-Tarruella Maldonado, J (2016). Emotional maps: neuro architecture and design applications, 6th International Forum of Design as a Process. Systems & Design Beyond Processes and Thinking.