Jorge Munoz-Gama

According to our database, Jorge Munoz-Gama authored at least 60 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Evaluation of Recommended Learning Paths Using Process Mining and Log Skeletons: Conceptualization and Insight into an Online Mathematics Course.

Juan Antonio Martínez-Carrascal, Jorge Munoz-Gama, Teresa Sancho-Vinuesa

IEEE Trans. Learn. Technol., 2024

Cluster and trajectory analysis of motivation in an emergency remote programming course.

Andres Jahr, Javiera Meza, Jorge Munoz-Gama, Luis Herskovic, Valeria Herskovic

PeerJ Comput. Sci., 2024

Clearn: A Cost-conscious Student-led Online Judge for a Large Programming Course.

Valeria Herskovic, Jorge Munoz-Gama, Fernando Balladares, Pablo Flores, Nicolás Quiróz

Proceedings of the 55th ACM Technical Symposium on Computer Science Education, 2024

2023

ProDeM: A Process-Oriented Delphi Method for systematic asynchronous and consensual surgical process modelling.

Fernanda Gonzalez-Lopez, Niels Martin, Rene de la Fuente, Victor Galvez-Yanjari, Javiera Guzmán, Eduardo Kattan, Marcos Sepúlveda, Jorge Munoz-Gama

Artif. Intell. Medicine, January, 2023

Introduction to the Minitrack on Process Mining in Healthcare.

Mathias Weske, Luise Pufahl, Jorge Munoz-Gama

Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

Defining Healthcare KPIs Using Process Mining and Patient Journey Maps.

Michael Arias, Eric Rojas, Santiago Aguirre, Felipe Cornejo, Jorge Munoz-Gama, Marcos Sepúlveda, Daniel Capurro

Proceedings of the XLIX Latin American Computer Conference, 2023

2022

Process mining for healthcare: Characteristics and challenges.

Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda, Emmanuel Helm, Victor Galvez-Yanjari, Eric Rojas, Antonio Martinez-Millana, Davide Aloini, Ilaria Angela Amantea, Robert Andrews, Michael Arias, Iris Beerepoot, Elisabetta Benevento, Andrea Burattin, Daniel Capurro, Josep Carmona, Marco Comuzzi, Benjamin Dalmas, Rene de la Fuente, Chiara Di Francescomarino, Claudio Di Ciccio, Roberto Gatta, Chiara Ghidini, Fernanda Gonzalez-Lopez, Gema Ibáñez-Sánchez, Hilda B. Klasky, Angelina Prima Kurniati, Xixi Lu, Felix Mannhardt, Ronny Mans, Mar Marcos, Renata Medeiros de Carvalho, Marco Pegoraro, Simon K. Poon, Luise Pufahl, Hajo A. Reijers, Simon Remy, Stefanie Rinderle-Ma, Lucia Sacchi, Fernando Seoane, Minseok Song, Alessandro Stefanini, Emilio Sulis, Arthur H. M. ter Hofstede, Pieter J. Toussaint, Vicente Traver, Zoe Valero-Ramon, Inge van de Weerd, Wil M. P. van der Aalst, Rob J. B. Vanwersch, Mathias Weske, Moe Thandar Wynn, Francesca Zerbato

J. Biomed. Informatics, 2022

Innovative informatics methods for process mining in health care.

Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda

J. Biomed. Informatics, 2022

Domain-Driven Event Abstraction Framework for Learning Dynamics in MOOCs Sessions.

Luciano Hidalgo, Jorge Munoz-Gama

Proceedings of the Process Mining Workshops, 2022

Using Process Mining in Healthcare.

Niels Martin, Nils Wittig, Jorge Munoz-Gama

Proceedings of the Process Mining Handbook, 2022

2021

Case model landscapes: toward an improved representation of knowledge-intensive processes using the fCM-language.

Fernanda Gonzalez-Lopez, Luise Pufahl, Jorge Munoz-Gama, Valeria Herskovic, Marcos Sepúlveda

Softw. Syst. Model., 2021

A Real-world Approach to Motivate Students on the First Class of a Computer Science Course.

Alessio Bellino, Valeria Herskovic, Michael Hund, Jorge Munoz-Gama

ACM Trans. Comput. Educ., 2021

Orientation and conformance: A HMM-based approach to online conformance checking.

Wai Lam Jonathan Lee, Andrea Burattin, Jorge Munoz-Gama, Marcos Sepúlveda

Inf. Syst., 2021

CAI Asynchronous Methodology for Emergency Remote Teaching: An Experience in Introduction to Programming.

Jorge Munoz-Gama, Juan Salas-Morales, Valeria Herskovic

Proceedings of the 40th International Conference of the Chilean Computer Science Society, 2021

On the Systematic Analysis of Process Landscape Method Implementation Using Grounded Theory.

Fernanda Gonzalez-Lopez, Jorge Munoz-Gama, Paolo Fabia, Alberto Jara

Proceedings of the Business Process Management Workshops, 2021

2020

Recommendations for enhancing the usability and understandability of process mining in healthcare.

Niels Martin, Jochen De Weerdt, Carlos Fernández-Llatas, Avigdor Gal, Roberto Gatta, Gema Ibáñez, Owen A. Johnson, Felix Mannhardt, Luis Marco-Ruiz, Steven Mertens, Jorge Munoz-Gama, Fernando Seoane, Jan Vanthienen, Moe Thandar Wynn, David Baltar Boilève, Jochen Bergs, Mieke Joosten-Melis, Stijn Schretlen, Bram B. Van Acker

Artif. Intell. Medicine, 2020

OSTIA: A Low Cost Alternative for Short Summative Assessments in Massive Programming Courses.

Juan Salas-Morales, Jorge Munoz-Gama

Proceedings of the 39th International Conference of the Chilean Computer Science Society, 2020

FAIS: A System for Effectively Learning Students Names and Faces in Massive Courses.

Jorge Munoz-Gama, Raul Alvarez-Esteban, José Montalva-Carmona, Jorge A. Baier

Proceedings of the 39th International Conference of the Chilean Computer Science Society, 2020

2019

Conformance Checking.

Jorge Munoz-Gama

Proceedings of the Encyclopedia of Big Data Technologies., 2019

Conformance checking in UML artifact-centric business process models.

Montserrat Estañol, Jorge Munoz-Gama, Josep Carmona, Ernest Teniente

Softw. Syst. Model., 2019

The Case Ordering Problem in Surgical Procedural Training through Process Mining.

Felipe Cornejo, Cristian Fazio, Jorge Munoz-Gama, Marcos Sepúlveda, Ricardo Fuentes, Rene de la Fuente

Proceedings of the 38th International Conference of the Chilean Computer Science Society, 2019

Describing educational trajectories of engineering students in individual high-failure rate courses that lead to late dropout.

Juan Pablo Salazar-Fernandez, Marcos Sepúlveda, Jorge Muñoz-Gama

Proceedings of the 2nd Latin American Conference on Learning Analytics, 2019

Influence of Student Diversity on Educational Trajectories in Engineering High-Failure Rate Courses that Lead to Late Dropout.

Juan Pablo Salazar-Fernandez, Marcos Sepúlveda, Jorge Munoz-Gama

Proceedings of the IEEE Global Engineering Education Conference, 2019

POMElog: Generating Event Logs from Unplugged Processes.

Luis Leiva, Jorge Munoz-Gama, Juan Salas-Morales, Víctor Gálvez, Wai Lam Jonathan Lee, Rene de la Fuente, Ricardo Fuentes, Marcos Sepúlveda

Proceedings of the Dissertation Award, 2019

Clinical Guidelines: A Crossroad of Many Research Areas. Challenges and Opportunities in Process Mining for Healthcare.

Roberto Gatta, Mauro Vallati, Carlos Fernández-Llatas, Antonio Martinez-Millana, Stefania Orini, Lucia Sacchi, Jacopo Lenkowicz, Mar Marcos, Jorge Munoz-Gama, Michel A. Cuendet, Berardino De Bari, Luis Marco-Ruiz, Alessandro Stefanini, Maurizio Castellano

Proceedings of the Business Process Management Workshops, 2019

Understanding Undesired Procedural Behavior in Surgical Training: The Instructor Perspective.

Víctor Gálvez, Cesar Meneses, Gonzalo Fagalde, Jorge Munoz-Gama, Marcos Sepúlveda, Ricardo Fuentes, Rene de la Fuente

Proceedings of the Business Process Management Workshops, 2019

2018

Discovering role interaction models in the Emergency Room using Process Mining.

Camilo Alvarez, Eric Rojas, Michael Arias, Jorge Munoz-Gama, Marcos Sepúlveda, Valeria Herskovic, Daniel Capurro

J. Biomed. Informatics, 2018

Recomposing conformance: Closing the circle on decomposed alignment-based conformance checking in process mining.

Wai Lam Jonathan Lee, H. M. W. Verbeek, Jorge Munoz-Gama, Wil M. P. van der Aalst, Marcos Sepúlveda

Inf. Sci., 2018

Predicting process behavior meets factorization machines.

Wai Lam Jonathan Lee, Denis Parra, Jorge Munoz-Gama, Marcos Sepúlveda

Expert Syst. Appl., 2018

Mining theory-based patterns from Big data: Identifying self-regulated learning strategies in Massive Open Online Courses.

Jorge Javier Maldonado Mahauad, Mar Pérez-Sanagustín, René F. Kizilcec, Nicolás Morales, Jorge Munoz-Gama

Comput. Hum. Behav., 2018

Constraint Bag Process Model: An Interdisciplinary Process Mining Approach to Lean Construction.

Daniel Pérez, Camilo Ruiz-Tagle, Jorge Munoz-Gama, Michael Arias, Luis Fernando Alarcón, Marcos Sepúlveda

Proceedings of the 37th International Conference of the Chilean Computer Science Society, 2018

OpyenXES: A Complete Python Library for the eXtensible Event Stream Standard.

Hernan Valdivieso, Wai Lam Jonathan Lee, Jorge Munoz-Gama, Marcos Sepúlveda

Proceedings of the Dissertation Award, 2018

Analysis of Emergency Room Episodes Duration Through Process Mining.

Eric Rojas, Andres Cifuentes, Andrea Burattin, Jorge Munoz-Gama, Marcos Sepúlveda, Daniel Capurro

Proceedings of the Business Process Management Workshops, 2018

Tailored Process Feedback Through Process Mining for Surgical Procedures in Medical Training: The Central Venous Catheter Case.

Ricardo Lira, Juan Salas-Morales, Rene de la Fuente, Ricardo Fuentes, Marcos Sepúlveda, Michael Arias, Valeria Herskovic, Jorge Munoz-Gama

Proceedings of the Business Process Management Workshops, 2018

Improving Merging Conditions for Recomposing Conformance Checking.

Wai Lam Jonathan Lee, Jorge Munoz-Gama, H. M. W. Verbeek, Wil M. P. van der Aalst, Marcos Sepúlveda

Proceedings of the Business Process Management Workshops, 2018

Analyzing Medical Emergency Processes with Process Mining: The Stroke Case.

Carlos Fernández-Llatas, Gema Ibáñez-Sánchez, Angeles Celda, Jesús Mandingorra, Lucia Aparici Tortajada, Antonio Martinez-Millana, Jorge Munoz-Gama, Marcos Sepúlveda, Eric Rojas, Víctor Gálvez, Daniel Capurro, Vicente Traver

Proceedings of the Business Process Management Workshops, 2018

2017

Divide and Conquer: A Tool Framework for Supporting Decomposed Discovery in Process Mining.

H. M. W. Verbeek, Wil M. P. van der Aalst, Jorge Munoz-Gama

Comput. J., 2017

Understanding Student Interactions in Capstone Courses to Improve Learning Experiences.

Andrés Neyem, Juan Diaz-Mosquera, Jorge Munoz-Gama, Jaime Navon

Proceedings of the 2017 ACM SIGCSE Technical Symposium on Computer Science Education, 2017

PALIA-ER: Bringing Question-Driven Process Mining Closer to the Emergency Room.

Eric Rojas, Carlos Fernández-Llatas, Vicente Traver, Jorge Munoz-Gama, Marcos Sepúlveda, Valeria Herskovic, Daniel Capurro

Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), 2017

Replay using Recomposition: Alignment-Based Conformance Checking in the Large.

Wai Lam Jonathan Lee, H. M. W. Verbeek, Jorge Munoz-Gama, Wil M. P. van der Aalst, Marcos Sepúlveda

Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), 2017

Towards a Taxonomy of Human Resource Allocation Criteria.

Michael Arias, Jorge Munoz-Gama, Marcos Sepúlveda

Proceedings of the Business Process Management Workshops, 2017

2016

Conformance Checking and Diagnosis in Process Mining - Comparing Observed and Modeled Processes

Jorge Munoz-Gama

Lecture Notes in Business Information Processing 270, Springer, ISBN: 978-3-319-49451-7, 2016

Process mining in healthcare: A literature review.

Eric Rojas, Jorge Munoz-Gama, Marcos Sepúlveda, Daniel Capurro

J. Biomed. Informatics, 2016

Business process analysis in advertising: An extension to a methodology based on process mining projects.

Anibal Silva Osses, Luiz Quelves Da Silva, Bernardita Fernandez Cobo, Michael Arias, Eric Rojas, Jorge Munoz-Gama, Marcos Sepúlveda Fernadez

Proceedings of the 35th International Conference of the Chilean Computer Science Society, 2016

Exploring differences in how learners navigate in MOOCs based on self-regulated learning and learning styles: A process mining approach.

Jorge J. Maldonado, Rene Palta, Jorge Vazquez, Jorge L. Bermeo, Mar Pérez-Sanagustín, Jorge Munoz-Gama

Proceedings of the XLII Latin American Computing Conference, 2016

ResRec: A Multi-criteria Tool for Resource Recommendation.

Michael Arias, Eric Rojas, Wai Lam Jonathan Lee, Jorge Munoz-Gama, Marcos Sepúlveda

Proceedings of the BPM Demo Track 2016 Co-located with the 14th International Conference on Business Process Management (BPM 2016), 2016

A Multi-criteria Approach for Team Recommendation.

Michael Arias, Jorge Munoz-Gama, Marcos Sepúlveda

Proceedings of the Business Process Management Workshops, 2016

2015

Measuring precision of modeled behavior.

Arya Adriansyah, Jorge Munoz-Gama, Josep Carmona, Boudewijn F. van Dongen, Wil M. P. van der Aalst

Inf. Syst. E Bus. Manag., 2015

A Framework for Recommending Resource Allocation Based on Process Mining.

Michael Arias, Eric Rojas, Jorge Munoz-Gama, Marcos Sepúlveda

Proceedings of the Business Process Management Workshops - BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31, 2015

2014

Conformance checking and diagnosis in process mining.

Jorge Munoz-Gama

PhD thesis, 2014

Single-Entry Single-Exit decomposed conformance checking.

Jorge Munoz-Gama, Josep Carmona, Wil M. P. van der Aalst

Inf. Syst., 2014

Decomposing Alignment-Based Conformance Checking of Data-Aware Process Models.

Massimiliano de Leoni, Jorge Munoz-Gama, Josep Carmona, Wil M. P. van der Aalst

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2014 Conferences, 2014

Event-Based Real-Time Decomposed Conformance Analysis.

Seppe K. L. M. vanden Broucke, Jorge Munoz-Gama, Josep Carmona, Bart Baesens, Jan Vanthienen

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2014 Conferences, 2014

2013

Conformance Checking in the Large: Partitioning and Topology.

Jorge Munoz-Gama, Josep Carmona, Wil M. P. van der Aalst

Proceedings of the Business Process Management - 11th International Conference, 2013

Hierarchical Conformance Checking of Process Models Based on Event Logs.

Jorge Munoz-Gama, Josep Carmona, Wil M. P. van der Aalst

Proceedings of the Application and Theory of Petri Nets and Concurrency, 2013

2012

Insuring Sensitive Processes through Process Mining.

Jorge Munoz-Gama, Isao Echizen

Proceedings of the 9th International Conference on Ubiquitous Intelligence and Computing and 9th International Conference on Autonomic and Trusted Computing, 2012

Alignment Based Precision Checking.

Arya Adriansyah, Jorge Munoz-Gama, Josep Carmona, Boudewijn F. van Dongen, Wil M. P. van der Aalst

Proceedings of the Business Process Management Workshops, 2012

2011

Enhancing precision in Process Conformance: Stability, confidence and severity.

Jorge Munoz-Gama, Josep Carmona

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011

Process Mining Manifesto.

Wil M. P. van der Aalst, Arya Adriansyah, Ana Karla Alves de Medeiros, Franco Arcieri, Thomas Baier, Tobias Blickle, R. P. Jagadeesh Chandra Bose, Peter van den Brand, Ronald Brandtjen, Joos C. A. M. Buijs, Andrea Burattin, Josep Carmona, Malú Castellanos, Jan Claes, Jonathan E. Cook, Nicola Costantini, Francisco Curbera, Ernesto Damiani, Massimiliano de Leoni, Pavlos Delias, Boudewijn F. van Dongen, Marlon Dumas, Schahram Dustdar, Dirk Fahland, Diogo R. Ferreira, Walid Gaaloul, Frank van Geffen, Sukriti Goel, Christian W. Günther, Antonella Guzzo, Paul Harmon, Arthur H. M. ter Hofstede, John Hoogland, Jon Espen Ingvaldsen, Koki Kato, Rudolf Kuhn, Akhil Kumar, Marcello La Rosa, Fabrizio Maria Maggi, Donato Malerba, R. S. Mans, Alberto Manuel, Martin McCreesh, Paola Mello, Jan Mendling, Marco Montali, Hamid R. Motahari Nezhad, Michael zur Muehlen, Jorge Munoz-Gama, Luigi Pontieri, Joel Ribeiro, Anne Rozinat, Hugo Seguel Pérez, Ricardo Seguel Pérez, Marcos Sepúlveda, Jim Sinur, Pnina Soffer, Minseok Song, Alessandro Sperduti, Giovanni Stilo, Casper Stoel, Keith D. Swenson, Maurizio Talamo, Wei Tan, Chris Turner, Jan Vanthienen, George Varvaressos, Eric Verbeek, Marc Verdonk, Roberto Vigo, Jianmin Wang, Barbara Weber, Matthias Weidlich, Ton Weijters, Lijie Wen, Michael Westergaard, Moe Thandar Wynn

Proceedings of the Business Process Management Workshops, 2011

2010

A Fresh Look at Precision in Process Conformance.

Jorge Munoz-Gama, Josep Carmona

Proceedings of the Business Process Management - 8th International Conference, 2010