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Roberto Felipe Muñoz Soto

Director

Universidad de Valparaíso

Valparaíso , Chile

Analítica Multimodal del Aprendizaje; Analítica del Aprendizaje; Informática en Educación; Trastornos del Espectro Autista; Informática para la Salud; HCI

Magister en Ingeniería Informática, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2012
Magister en Ciencias de la Ingeniería Informática, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2016
Ingeniería en Informática Aplicada, UNIVERSIDAD DE VALPARAISO. Chile, 2009
Doctorado en Ingeniería Informática, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2018
Magíster en Docencia para Educación Superior, UNIVERSIDAD ANDRES BELLO. Chile, 2015

Adjunto Full Time

UNIVERSIDAD DE VALPARAISO

Ingeniería

Valparaíso, Chile

2015 - 2022
Director Full Time

UNIVERSIDAD DE VALPARAISO

Ingeniería

Valparaíso, Chile

2019 - At present
Auxiliar Full Time

UNIVERSIDAD DE VALPARAISO

Ingeniería

Valparaíso, Chile

2012 - 2015
Profesor Titular Full Time

UNIVERSIDAD DE VALPARAISO

Ingeniería

Valparaíso, Chile

2022 - At present

Administrador de Sistemas y Redes Full Time

Universidad de Valparaíso

Valparaíso, Chile

2008 - 2012
Asesor de Investigación Other

Lifeware SpA

Viña del Mar, Chile

2016 - At present

Dirección de más de 30 tesis de pregrado. En su mayoría orientadas al área de Informática y Educación y Analisis Multimodal del Aprendizaje.

Revisor científico de Explora Conicyt
Revisor científico de revistas de corriente principal.
Participación como expositor en más de 30 conferencias internacionales.
Consultor científico Lifeware S.A.


Postural evaluation based on body movement and mapping sensors Xu, Yongzhao; Zeng, Zhifeng; Oliveria, Cassio; Munoz, Roberto; de Almeida, Robert; Quezada, Angeles; Han, Tao; de Albuquerque, Victor Hugo C. Article ISI MEASUREMENT (2022)
A Learning Analytics Framework to Analyze Corporal Postures in Students Presentations Vieira, Felipe; Cechinel, Cristian; Ramos, Vinicius; Riquelme, Fabian; Noel, Rene; Villarroel, Rodolfo; Cornide-Reyes, Hector; Munoz, Roberto Article ISI SENSORS (2021)
Internet of Water Things: A Remote Raw Water Monitoring and Control System Junior, Abilio C. Da Silva; Munoz, Roberto; Quezada, Maria De Los Angeles; Neto, Aloisio V. Lira; Hassan, Mohammad Mehedi; De Albuquerque, Victor Hugo C. Article ISI IEEE ACCESS (2021)
Key Skills to Work With Agile Frameworks in Software Engineering: Chilean Perspectives Cornide-Reyes, Hector; Riquelme, Fabian; Noel, Rene; Villarroel, Rodolfo; Cechinel, Cristian; Letelier, Patricio; Munoz, Roberto Article ISI IEEE ACCESS (2021)
Simple hemogram to support the decision-making of COVID-19 diagnosis using clusters analysis with self-organizing maps neural network de Souza, Alexandra A.; de Almeida, Danilo Candido; Barcelos, Thiago S.; Bortoletto, Rodrigo Campos; Munoz, Roberto; Waldman, Hello; Goes, Miguel Angelo; Silva, Leandro A. Article ISI SOFT COMPUTING (2021)
A Learning Analytics Approach to Identify Students at Risk of Dropout: A Case Study with a Technical Distance Education Course Queiroga, Emanuel Marques; Lopes, João Ladislau; Kappel, Kristofer; Aguiar, Marilton; Araújo, Ricardo Matsumura; Munoz, Roberto; Villarroel, Rodolfo; Cechinel, Cristian Article Indexed in WoS APPLIED SCIENCES-BASEL (2020)
A Multimodal Real-Time Feedback Platform Based on Spoken Interactions for Remote Active Learning Support Cornide-Reyes, Hector; Riquelme, Fabian; Monsalves, Diego; Noel, Rene; Cechinel, Cristian; Villarroel, Rodolfo; Ponce, Francisco; Munoz, Roberto Article ISI SENSORS (2020)
Automated classification of social network messages into Smart Cities dimensions Bencke L.; Cechinel C.; Munoz R. Article SCOPUS Future Generation Computer Systems (2020)
Automatic Classifying of Patients With Non-Traumatic Fractures Based on Ultrasonic Guided Wave Spectrum Image Using a Dynamic Support Vector Machine Minonzio, Jean-Gabriel; Cataldo, Bryan; Olivares, Rodrigo; Ramiandrisoa, Donatien; Soto, Ricardo; Crawford, Broderick; De Albuquerque, Victor Hugo C.; Munoz, Roberto Article ISI IEEE ACCESS (2020)
Online heart monitoring systems on the internet of health things environments: A survey, a reference model and an outlook Santos M.A.G.; Munoz R.; Olivares R.; Filho P.P.R.; Ser J.D.; de Albuquerque V.H.C. Article ISI SCOPUS (2020)
Where are You? Exploring Micro-Location in Indoor Learning Environments Riquelme, Fabian; Noel, Rene; Cornide-Reyes, Hector; Geldes, Gustavo; Cechinel, Cristian; Miranda, Diego; Villarroel, Rodolfo; Munoz, Roberto Article ISI IEEE ACCESS (2020)
Ant Colony Clustering for ROI Identification in Functional Magnetic Resonance Imaging Veloz, Alejandro; Weinstein, Alejandro; Pszczolkowski, Stefan; Hernandez-Garcia, Luis; Olivares, Rodrigo; Munoz, Roberto; Taramasco, Carla Article ISI SCOPUS COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE (2019)
Data Mining Framework to Analyze the Evolution of Computational Thinking Skills in Game Building Workshops De Souza A.A.; Barcelos T.S.; Munoz R.; Villarroel R.; Silva L.A. Article ISI SCOPUS IEEE ACCESS (2019)
Developing a Software That Supports the Improvement of the Theory of Mind in Children With Autism Spectrum Disorder Munoz, R; Morales, C; Villarroel, R; Quezada, A; de Albuquerque, VHC Article ISI SCOPUS IEEE ACCESS (2019)
Handwritten pattern recognition for early Parkinson's disease diagnosis Bernardo, Lucas S.; Quezada, Angeles; Munoz, Roberto; Maia, Fernanda Martins; Pereira, Clayton R.; Wu, Wanqing; de Albuquerque, Victor Hugo C. Article ISI SCOPUS PATTERN RECOGNITION LETTERS (2019)
Identifying Opinion Leaders on Social Networks Through Milestones Definition Riquelme, Fabián; Gonzalez-Cantergiani, Pablo; Hans, David; Villarroel, Rodolfo; Munoz, Roberto Article ISI SCOPUS IEEE ACCESS (2019)
Internet of Things Based on Electronic and Mobile Health Systems for Blood Glucose Continuous Monitoring and Management Rodrigues Barata J.J.; Munoz R.; De Carvalho Silva R.D.; Rodrigues J.J.P.C.; De Albuquerque V.H.C. Article ISI SCOPUS IEEE ACCESS (2019)
Internet of Things: A survey on machine learning-based intrusion detection approaches da Costa, KAP; Papa, JP; Lisboa, CO; Munoz, R; de Albuquerque, VHC Article ISI SCOPUS COMPUTER NETWORKS (2019)
Introducing Low-Cost Sensors into the Classroom Settings: Improving the Assessment in Agile Practices with Multimodal Learning Analytics Cornide-Reyes H.; Noël, René; Riquelme, Fabian; Gajardo, Matías; Cechinel, Cristian; Mac Lean, Roberto; Becerra, Carlos; Villarroel, Rodolfo; Munoz, Roberto Article ISI SCOPUS SENSORS (2019)
REHAB FUN: an assistive technology in neurological motor disorders rehabilitation of children with cerebral palsy de Oliveira J.M.; Munoz R.; Ribeiro S.; Wu W.; de Albuquerque V.H.C. Article SCOPUS Neural Computing and Applications (2019)
The patient bed assignment problem solved by autonomous bat algorithm Taramasco, Carla; Olivares, Rodrigo; Munoz, Roberto; Soto, Ricardo; Villar, Matías; de Albuquerque, Victor Hugo C. Article ISI SCOPUS APPLIED SOFT COMPUTING (2019)
A new EEG software that supports emotion recognition by using an autonomous approach Munoz R.; Olivares R.; Taramasco C.; Villarroel R.; Soto R.; Alonso-SÃ¡nchez M.F.; Merino E.; de Albuquerque V.H.C. Article SCOPUS Neural Computing and Applications (2018)
A Novel Low-Cost Sensor Prototype for Nocturia Monitoring in Older People Taramasco, Carla; Rodenas, Tomas; Martinez, Felipe; Fuentes, Paola; Munoz, Roberto; Olivares, Rodrigo; de Albuquerque, Victor Hugo C.; Demongeot, Jacques Article ISI SCOPUS IEEE ACCESS (2018)
A Novel Monitoring System for Fall Detection in Older People Taramasco, C; Rodenas, T; Martinez, F; Fuentes, P; Munoz, R; Olivares, R; De Albuquerque, VHC; Demongeot, J Article ISI SCOPUS IEEE ACCESS (2018)
A proposal for Internet of Smart Home Things based on BCI system to aid patients with amyotrophic lateral sclerosis de Oliveira JÃºnior W.G.; de Oliveira J.M.; Munoz R.; de Albuquerque V.H.C. Article SCOPUS Neural Computing and Applications (2018)
Computer-aided autism diagnosis via second-order difference plot area applied to EEG empirical mode decomposition Abdulhay E.; Alafeef M.; Alzghoul L.; Al Momani M.; Al Abdi R.; Arunkumar N.; Munoz R.; de Albuquerque V.H.C. Article SCOPUS Neural Computing and Applications (2018)
CT4All: Enhancing Computational Thinking Skills in Adolescents with Autism Spectrum Disorders Munoz, R.; Barcelos, T. S.; Villarroel, R. Article ISI IEEE LATIN AMERICA TRANSACTIONS (2018)
Developing Computational Thinking Skills in Adolescents With Autism Spectrum Disorder Through Digital Game Programming Munoz, Roberto; Villarroel, Rodolfo; Barcelos, Thiago S.; Riquelme, Fabian; Quezada, Angeles; Bustos-Valenzuela, Patricia Article ISI SCOPUS IEEE ACCESS (2018)
Exploring Collaborative Writing of User Stories With Multimodal Learning Analytics: A Case Study on a Software Engineering Course Noel, Rene; Riquelme, Fabian; Mac Lean, Roberto; Merino, Erick; Cechinel, Cristian; Barcelos, Thiago S.; Villarroel, Rodolfo; Munoz, Roberto Article ISI SCOPUS IEEE ACCESS (2018)
Relations between Touch Target Size and Drag Distance in Mobile Applications for Users with Autism Spectrum Disorders Quezada, A; Juarez-Ramirez, R; Jimenez, S; Tapia, J; Villarroel, R; Munoz, R Article ISI SCOPUS JOURNAL OF MEDICAL SYSTEMS (2018)
Using Black Hole Algorithm to Improve EEG-Based Emotion Recognition Munoz, R; Olivares, R; Taramasco, C; Villarroel, R; Soto, R; Barcelos, TS; Merino E.; Alonso-Sanchez, MF Article ISI SCOPUS COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE (2018)
Informal HCI: Fixing Playability Issues As A Strategy To Improve The Skills Of Novice Programmers Barcelos, TS; Costa, GC; Munoz, R.; Silveira, IF Article ISI IEEE LATIN AMERICA TRANSACTIONS (2014)


Improving novice programmers' skills through playability and pattern discovery: A descriptive study of a game building workshop Barcelos, T. S.; Soto R.M.; Silveira, I. F. BookWhole SCOPUS Human Factors in Software Development and Design (2014)


Developing competencies for software requirements analysis through project based learning Noel R.; Munoz R.; Becerra C.; Villarroel R. ConferencePaper SCOPUS Proceedings - International Conference of the Chilean Computer Science Society, SCCC (2017)
Using app inventor to change perceptions about software engineering Munoz R.; Barcelos T.; Villarroel R.; Becerra C.; Noel R.; Ponce F. ConferencePaper SCOPUS Proceedings - International Conference of the Chilean Computer Science Society, SCCC (2017)
Explorando aprendo: Learning object to enhance language development in children with specific language impairment Becerra C.; Noel R.; Munoz R.; Quiroga I. ConferencePaper SCOPUS Proceedings - 2016 11th Latin American Conference on Learning Objects and Technology, LACLO 2016 (2016)
Learning objects recommendation platform based on learning styles for programming fundamentals Becerra C.; Muñoz R.; Noël R.; Barría M. ConferencePaper SCOPUS Proceedings - 2016 11th Latin American Conference on Learning Objects and Technology, LACLO 2016 (2016)
Proyect@ matemáticas: A learning object for supporting the practitioners in autism spectrum disorders Munoz-Soto R.; Becerra C.; Noël R.; Barcelos T.; Villarroel R.; Kreisel S.; Camblor M. ConferencePaper SCOPUS Proceedings - 2016 11th Latin American Conference on Learning Objects and Technology, LACLO 2016 (2016)
Development of software that supports the improvement of the empathy in children with autism spectrum disorder Munoz, R.; Barcelos T.; Noel, R.; Kreisel, S ConferencePaper ISI SCOPUS Proceedings - International Conference of the Chilean Computer Science Society, SCCC (2013)
Defining and Validating Virtual Worlds Usability Heuristics Munoz, R.; Barcelos T.; Chalegre V. ConferencePaper ISI SCOPUS Proceedings - International Conference of the Chilean Computer Science Society, SCCC (2012)
Defining virtual worlds usability heuristics Munoz, R.; Chalegre V. ConferencePaper SCOPUS Proceedings of the 9th International Conference on Information Technology, ITNG 2012 (2012)
Requirements analysis workshop and HCI based on learning styles [Oficina de análise de requisitos e IHC baseada em estilos de aprendizagem] Munoz, R.; Nöel R.; Barcelos T.; Chalegre V.; Rios N. ConferencePaper SCOPUS CEUR Workshop Proceedings (2012)


Analyzing communication and collaboration in workgroups through a multimodal learning analytics framework to improve agile practices Munoz, Roberto; Riquelme, Fabian; Olivares, Rodrigo; Cabrera, Daniel Proyecto (2021)