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Roberto Muñoz 0001

Roberto Muñoz-Soto

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affiliation: University of Valparaíso, Chile

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2020 – today

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2024
[j33]
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Jones Baroni Ferreira de Menezes, Emanuel Marques Queiroga, Roberto Muñoz-Soto, Virgínia Rodés Paragarino, Vinicius Faria Culmant Ramos, Lydia Meneses de Carvalho, Augusto de Carvalho Fernandes de Souza, Cristian Cechinel:
Investigating the Potential and Challenges of Learning Analytics Tools in Brazilian Education Through Developer Insights. IEEE Access 12: 62834-62849 (2024)
[j32]
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Emanuel Marques Queiroga, Elton Sarmanho Siqueira, Carlos dos Santos Portela, Thiago Damasceno Cordeiro, Ig Ibert Bittencourt, Seiji Isotani, Rafael Ferreira Mello, Roberto Muñoz, Cristian Cechinel:
Data-Driven Strategies for Achieving School Equity: Insights From Brazil and Policy Recommendations. IEEE Access 12: 101646-101659 (2024)
[j31]
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Cristian Cechinel, Jorge Maldonado-Mahauad, Roberto Muñoz, Xavier Ochoa:
Evidence-based learning analytics: Reusing and reapplying successful methods and techniques in real learning settings. Br. J. Educ. Technol. 55(5): 1837-1840 (2024)
[c20]
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Cristian Cechinel, Emanuel Marques Queiroga, Tiago Thompsen Primo, Henrique Lemos dos Santos, Vinicius Faria Culmant Ramos, Roberto Muñoz, Rafael Ferreira Mello, Matheus Francisco Batista Machado:
LANSE: A Cloud-Powered Learning Analytics Platform for the Automated Identification of Students at Risk in Learning Management Systems. AIED Companion (1) 2024: 127-138
[c19]
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Juary Costa Rocha, Vinicius F. C. Ramos, Cristian Cechinel, Emilcy Juliana Hernández-Leal, Roberto Muñoz, Tiago Thompsen Primo:
Data Interoperability in Learning Analytics - Review of Literature. CLEI 2024: 1-8
[c18]
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Juary Costa Rocha, Emilcy Juliana Hernández-Leal, Vinicius F. C. Ramos, Roberto Muñoz, Cristian Cechinel, Tiago Thompsen Primo, Emanuel Marques Queiroga:
Implementing a Learning Record Warehouse for Different Interoperability Specifications in Moodle LMS. SIIE 2024: 1-6
[i2]
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  - journals/corr/abs-2406-16118
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Diego Miranda, René Noël, Jaime Godoy, Carlos Escobedo, Cristian Cechinel, Roberto Muñoz:
Beyond words and actions: Exploring Multimodal Analytics and Collaboration in the Digital Age. CoRR abs/2406.16118 (2024)
2023
[c17]
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Fabián Riquelme, Roberto Muñoz, Marco Antonio Vivar, Jean Billiard:
Studying Alumni's Education and Work Experience Through Social Network Analysis: A LinkedIn Case Study. CLEI 2023: 1-9
2022
[j30]
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  - journals/entropy/OlivaresSCRMRCC22
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Rodrigo Olivares, Ricardo Soto, Broderick Crawford, Fabián Riquelme, Roberto Muñoz, Víctor Ríos, Rodrigo Cabrera, Carlos Castro:
Entropy-Based Diversification Approach for Bio-Computing Methods. Entropy 24(9): 1293 (2022)
2021
[j29]
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Abílio C. Da Silva Júnior, Roberto Muñoz, María De Los Ángeles Quezada, Aloísio Vieira Lira Neto, Mohammad Mehedi Hassan, Victor Hugo C. de Albuquerque:
Internet of Water Things: A Remote Raw Water Monitoring and Control System. IEEE Access 9: 35790-35800 (2021)
[j28]
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  - journals/access/Cornide-ReyesRN21
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Héctor Cornide-Reyes, Fabián Riquelme, René Noël, Rodolfo Villarroel, Cristian Cechinel, Patricio Letelier, Roberto Muñoz:
Key Skills to Work With Agile Frameworks in Software Engineering: Chilean Perspectives. IEEE Access 9: 84724-84738 (2021)
[j27]
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  - journals/sensors/VieiraCRRNVCM21
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Felipe Vieira, Cristian Cechinel, Vinicius Ramos, Fabián Riquelme, René Noël, Rodolfo Villarroel, Hector Cornide-Reyes, Roberto Muñoz:
A Learning Analytics Framework to Analyze Corporal Postures in Students Presentations. Sensors 21(4): 1525 (2021)
[c16]
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  - conf/clihc/SalinasRMCMM21
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Omar Salinas, Fabián Riquelme, Roberto Muñoz, Cristian Cechinel, Roberto Martinez, Diego Monsalves:
Can Analytics of Speaking Time Serve as Indicators of Effective Team Communication and Collaboration? CLIHC 2021: 12:1-12:4
2020
[j26]
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Fabián Riquelme, René Noël, Hector Cornide-Reyes, Gustavo Geldes, Cristian Cechinel, Diego Miranda, Rodolfo Villarroel, Roberto Muñoz:
Where are You? Exploring Micro-Location in Indoor Learning Environments. IEEE Access 8: 125776-125785 (2020)
[j25]
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Jean-Gabriel Minonzio, Bryan Cataldo, Rodrigo Olivares, Donatien Ramiandrisoa, Ricardo Soto, Broderick Crawford, Victor Hugo C. de Albuquerque, Roberto Muñoz:
Automatic Classifying of Patients With Non-Traumatic Fractures Based on Ultrasonic Guided Wave Spectrum Image Using a Dynamic Support Vector Machine. IEEE Access 8: 194752-194764 (2020)
[j24]
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Luciana Bencke, Cristian Cechinel, Roberto Muñoz:
Automated classification of social network messages into Smart Cities dimensions. Future Gener. Comput. Syst. 109: 218-237 (2020)
[j23]
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  - journals/inffus/SantosMOFSA20
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Marcus A. G. Santos, Roberto Muñoz, Rodrigo Olivares, Pedro Pedrosa Rebouças Filho, Javier Del Ser, Victor Hugo C. de Albuquerque:
Online heart monitoring systems on the internet of health things environments: A survey, a reference model and an outlook. Inf. Fusion 53: 222-239 (2020)
[j22]
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Enas W. Abdulhay, Maha Alafeef, Loai Alzghoul, Miral Al Momani, Rabah M. Al abdi, Arunkumar N., Roberto Muñoz, Victor Hugo C. de Albuquerque:
Computer-aided autism diagnosis via second-order difference plot area applied to EEG empirical mode decomposition. Neural Comput. Appl. 32(15): 10947-10956 (2020)
[j21]
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  - journals/sensors/Cornide-ReyesRM20
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Hector Cornide-Reyes, Fabián Riquelme, Diego Monsalves, René Noël, Cristian Cechinel, Rodolfo Villarroel, Francisco Ponce, Roberto Muñoz:
A Multimodal Real-Time Feedback Platform Based on Spoken Interactions for Remote Active Learning Support. Sensors 20(21): 6337 (2020)

2010 – 2019

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2019
[j20]
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  - journals/access/MunozMVQA19
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Roberto Muñoz, Claudio Morales, Rodolfo Villarroel, Angeles Quezada, Victor Hugo C. de Albuquerque:
Developing a Software That Supports the Improvement of the Theory of Mind in Children With Autism Spectrum Disorder. IEEE Access 7: 7948-7956 (2019)
[j19]
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Fabián Riquelme, Pablo Gonzalez Cantergiani, David Hans, Rodolfo Villarroel, Roberto Muñoz:
Identifying Opinion Leaders on Social Networks Through Milestones Definition. IEEE Access 7: 75670-75677 (2019)
[j18]
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Alexandra A. de Souza, Thiago S. Barcelos, Roberto Muñoz, Rodolfo Villarroel, Leandro Augusto da Silva:
Data Mining Framework to Analyze the Evolution of Computational Thinking Skills in Game Building Workshops. IEEE Access 7: 82848-82866 (2019)
[j17]
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José Jorge Rodrigues Barata, Roberto Muñoz, Rafael D. De Carvalho Silva, Joel J. P. C. Rodrigues, Victor Hugo C. de Albuquerque:
Internet of Things Based on Electronic and Mobile Health Systems for Blood Glucose Continuous Monitoring and Management. IEEE Access 7: 175116-175125 (2019)
[j16]
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Carla Taramasco, Rodrigo Olivares, Roberto Muñoz, Ricardo Soto, Matías Villar, Victor Hugo C. de Albuquerque:
The patient bed assignment problem solved by autonomous bat algorithm. Appl. Soft Comput. 81 (2019)
[j15]
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  - journals/cin/VelozWPHOMT19
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Alejandro Veloz, Alejandro J. Weinstein, Stefan Pszczólkowski, Luis Hernandez-Garcia, Rodrigo Olivares, Roberto Muñoz, Carla Taramasco:
Ant Colony Clustering for ROI Identification in Functional Magnetic Resonance Imaging. Comput. Intell. Neurosci. 2019: 5259643:1-5259643:9 (2019)
[j14]
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Kelton A. P. da Costa, João P. Papa, Celso O. Lisboa, Roberto Muñoz, Victor Hugo C. de Albuquerque:
Internet of Things: A survey on machine learning-based intrusion detection approaches. Comput. Networks 151: 147-157 (2019)
[j13]
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Lucas S. Bernardo, Angeles Quezada, Roberto Muñoz, Fernanda Martins Maia, Clayton R. Pereira, Wanqing Wu, Victor Hugo C. de Albuquerque:
Handwritten pattern recognition for early Parkinson's disease diagnosis. Pattern Recognit. Lett. 125: 78-84 (2019)
[j12]
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Hector Cornide-Reyes, René Noël, Fabián Riquelme, Matías Gajardo, Cristian Cechinel, Roberto Mac Lean, Carlos Becerra, Rodolfo Villarroel, Roberto Muñoz:
Introducing Low-Cost Sensors into the Classroom Settings: Improving the Assessment in Agile Practices with Multimodal Learning Analytics. Sensors 19(15): 3291 (2019)
[j11]
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  - journals/sensors/RoqueCWLVMM19
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Felipe Roque, Cristian Cechinel, Tiago Oliveira Weber, Robson R. Lemos, Rodolfo Villarroel, Diego Miranda, Roberto Muñoz:
Using Depth Cameras to Detect Patterns in Oral Presentations: A Case Study Comparing Two Generations of Computer Engineering Students. Sensors 19(16): 3493 (2019)
[j10]
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Fabián Riquelme, Roberto Muñoz, Roberto Mac Lean, Rodolfo Villarroel, Thiago S. Barcelos, Victor Hugo C. de Albuquerque:
Using multimodal learning analytics to study collaboration on discussion groups - A social network approach. Univers. Access Inf. Soc. 18(3): 633-643 (2019)
2018
[j9]
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Carla Taramasco, Tomás Rodenas, Felipe Martínez, Paola Fuentes, Roberto Muñoz-Soto, Rodrigo Olivares, Victor Hugo C. de Albuquerque, Jacques Demongeot:
A Novel Monitoring System for Fall Detection in Older People. IEEE Access 6: 43563-43574 (2018)
[j8]
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Carla Taramasco, Tomás Rodenas, Felipe Martínez, Paola Fuentes, Roberto Muñoz-Soto, Rodrigo Olivares, Victor Hugo C. de Albuquerque, Jacques Demongeot:
A Novel Low-Cost Sensor Prototype for Nocturia Monitoring in Older People. IEEE Access 6: 52500-52509 (2018)
[j7]
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Roberto Muñoz, Rodolfo Villarroel, Thiago S. Barcelos, Fabián Riquelme, Angeles Quezada, Patricia Bustos-Valenzuela:
Developing Computational Thinking Skills in Adolescents With Autism Spectrum Disorder Through Digital Game Programming. IEEE Access 6: 63880-63889 (2018)
[j6]
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René Noël, Fabián Riquelme, Roberto Mac Lean, Erick Merino, Cristian Cechinel, Thiago S. Barcelos, Rodolfo Villarroel, Roberto Muñoz:
Exploring Collaborative Writing of User Stories With Multimodal Learning Analytics: A Case Study on a Software Engineering Course. IEEE Access 6: 67783-67798 (2018)
[j5]
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Roberto Muñoz-Soto, Rodrigo Olivares, Carla Taramasco, Rodolfo Villarroel, Ricardo Soto, Thiago S. Barcelos, Erick Merino, María Francisca Alonso-Sánchez:
Using Black Hole Algorithm to Improve EEG-Based Emotion Recognition. Comput. Intell. Neurosci. 2018: 3050214:1-3050214:21 (2018)
[j4]
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  - journals/cleiej/0001BNCBKV18
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Roberto Muñoz, Carlos Becerra, René Noël, Matías Camblor, Thiago S. Barcelos, Sandra Kreisel, Rodolfo Villarroel:
Design, Implementation and Evaluation of a Learning Object that Supports the Mathematics Learning in Children with Autism Spectrum Disorders. CLEI Electron. J. 21(1) (2018)
[j3]
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Angeles Quezada, Reyes Juárez-Ramírez, Samantha Jiménez, Juan José Tapia Armenta, Rodolfo Villarroel, Roberto Muñoz:
Relations between Touch Target Size and Drag Distance in Mobile Applications for Users with Autism Spectrum Disorders. J. Medical Syst. 42(10): 180:1-180:12 (2018)
[j2]
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Roberto Muñoz-Soto, Rodolfo Villarroel, Thiago S. Barcelos, Alexandra A. de Souza, Erick Merino, Rodolfo Guiñez, Leandro Augusto da Silva:
Development of a Software that Supports Multimodal Learning Analytics: A Case Study on Oral Presentations. J. Univers. Comput. Sci. 24(2): 149-170 (2018)
[j1]
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Thiago S. Barcelos, Roberto Muñoz-Soto, Rodolfo Villarroel, Erick Merino, Ismar Frango Silveira:
Mathematics Learning through Computational Thinking Activities: A Systematic Literature Review. J. Univers. Comput. Sci. 24(7): 815-845 (2018)
[c15]
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Rodolfo Villarroel, Cristian Villalobos, Erick Merino, Thiago S. Barcelos, Roberto Muñoz:
Developing a Dashboard to Support the Analysis of Multimodal Educational Data. SCCC 2018: 1-6
[c14]
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Carla Taramasco, Rodrigo Olivares, Roberto Muñoz-Soto, Tomás Rodenas, Felipe Martínez, Jacques Demongeot:
ADL SoS-based Platform: Using Technology to Enhance the Quality of Life of the Aging Population. SoSE 2018: 117-123
[c13]
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Angeles Quezada, Reyes Juárez-Ramírez, Samantha Jiménez, Alan Ramírez-Noriega, Sergio Inzunza, Roberto Muñoz:
Assessing the Target' Size and Drag Distance in Mobile Applications for Users with Autism. WorldCIST (2) 2018: 1219-1228
2017
[c12]
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Alexandra A. de Souza, Thiago S. Barcelos, Roberto Muñoz, Ismar Frango Silveira, Nizam Omar, Leandro Augusto da Silva:
Self-organizing maps to find computational thinking features in a game building workshop. CLEI 2017: 1-8
[c11]
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Rodolfo Villarroel, Hector Cornide-Reyes, Roberto Muñoz-Soto, Thiago Schumacher Barcelos:
Flipped classroom + plickers, an experience to propitiate collaborative learning in software engineering. SCCC 2017: 1-7
2016
[c10]
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Roberto Muñoz-Soto, Thiago Schumacher Barcelos, Rodolfo Villarroel, Carlos Becerra, René Noël, Francisco Ponce:
Using app inventor to change perceptions about software engineering. SCCC 2016: 1-9
[c9]
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René Noël, Roberto Muñoz-Soto, Carlos Becerra, Rodolfo Villarroel:
Developing competencies for software requirements analysis through project based learning. SCCC 2016: 1-7
2013
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  - conf/chilechi/BarcelosCMNS13
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Thiago Schumacher Barcelos, Geiza Costa, Roberto Muñoz-Soto, René Noël, Ismar Frango Silveira:
Informal HCI: what may students learn from playability issues during a game design workshop? ChileCHI 2013: 116-119
[c7]
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Thiago S. Barcelos, Roberto Muñoz-Soto, Ismar Frango Silveira:
IHC no ensino técnico: dois relatos de experiência. WEIHC 2013: 13-18
2012
[c6]
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Roberto Muñoz-Soto, René Noël, Thiago S. Barcelos, Virgínia Chalegre, Natali Rios:
Oficina de Análise de Requisitos e IHC baseada em estilos de aprendizagem. WEIHC 2012: 9-14
[c5]
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Thiago S. Barcelos, Roberto Muñoz-Soto, Virgínia Chalegre:
Gamers as usability evaluators: a study in the domain of virtual worlds. IHC 2012: 301-304
[c4]
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Roberto Muñoz-Soto, Virgínia Chalegre:
Defining Virtual Worlds Usability Heuristics. ITNG 2012: 690-695
[c3]
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Roberto Muñoz-Soto, Thiago Schumacher Barcelos, René Noël, Sandra Kreisel:
Development of Software that Supports the Improvement of the Empathy in Children with Autism Spectrum Disorder. SCCC 2012: 223-228
2011
[c2]
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Roberto Muñoz-Soto, Cristian Rusu:
Mundos virtuales: ¿usabilidad real? IHC+CLIHC 2011: 134-138
[c1]
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Roberto Muñoz-Soto, Thiago S. Barcelos, Virgínia Chalegre:
Defining and Validating Virtual Worlds Usability Heuristics. SCCC 2011: 171-178
[i1]
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Roberto Muñoz-Soto, Marta Barría, Cristian Rusu:
Virtual Worlds as a Support to Engineering Teaching. CoRR abs/1111.6121 (2011)

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