Publications

Control-Flow Analysis of Procedural Skills Competencies in Medical Training through Process Mining. Rene de la Fuente, Ricardo Fuentes, Jorge Munoz-Gama, Arnoldo Riquelme, Fernando Altermatt, JuanPedemonte, Marcia Corvetto, Marcos Sepúlveda: Postgraduate Medical Journal: -in press- (2020)PREPRINT

Team Collaboration Networks and Multidisciplinarity in Diabetes Care: Implications for Patient Outcomes. Cecilia Saint-Pierre, Florencia Prieto, Valeria Herskovic, Marcos Sepúlveda IEEE J. Biomedical and Health Informatics 24(1): 319-329 (2020)

Performance Analysis of Emergency Room Episodes Through Process Mining. Eric Rojas, Andres Cifuentes, Andrea Burattin, Jorge Munoz-Gama, Marcos Sepulveda, Daniel Capurro: Int J Environ Res Public Health. 16(7): 1274.7(10) (2019)PDF

Toward Value-Based Healthcare through Interactive Process Mining in Emergency Rooms: TheStroke Case. Gema Ibanez-Sanchez, Carlos Fernandez-Llatas, Antonio Martinez-Millana, Angeles Celda, Jesus Mandingorra, Lucia Aparici-Tortajada, Zoe Valero-Ramon, Jorge Munoz-Gama, Marcos Sepúlveda, Eric Rojas, Víctor Gálvez, Daniel Capurro, and Vicente Traver: Int J Environ Res Public Health. 16(10): 1783 (2019)PDF

Process-Oriented Feedback through Process Mining for Surgical Procedures in Medical Training:The Ultrasound-Guided Central Venous Catheter Placement Case. Ricardo Lira, Juan Salas-Morales, Luis Leiva, Rene de la Fuente, Ricardo Fuentes, Alejandro Delfino, Claudia Hurtado Nazal, Marcos Sepúlveda, Michael Arias, Valeria Herskovic, and Jorge Munoz-Gama: Int J Environ Res Public Health. 16(11): 1877(2019)PDF

Individual Behavior Modeling with Sensors Using Process Mining. Onur Dogan, Antonio Martinez-Millana, Eric Rojas, Marcos Sepulveda, Jorge Munoz-Gama, Vicente Traver, Carlos Fernandez-Llatas: Electronics 8(7): 766, 1-17 (2019)PDF

Conformance checking in UML artifact-centric business process models. Montserrat Estañol, Jorge Munoz-Gama, Josep Carmona, Ernest Teniente: Software and Systems Modeling 18(4): 2531-2555 (2019)PREPRINT

CameraKeyboard: A Novel Interaction Technique for Text Entry Through Smartphone Cameras. Alessio Bellino, Valeria Herskovic IEEE Access 7: 167982-167996 (2019)

Identifying Groupware Requirements in People-Driven Mobile Collaborative Processes. Valeria Herskovic, Sergio F. Ochoa, José A. Pino J. UCS 25(8): 988-1017 (2019)

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: Computers in Human Behavior 80: 179-196 (2018)PREPRINT

StraightenUp+: Monitoring of Posture during Daily Activities for Older Persons Using Wearable Sensors. Gabriela Cajamarca, Iyubanit Rodríguez, Valeria Herskovic, Mauricio Campos, Juan Carlos Riofrío Sensors 18(10): 3409 (2018)PDF

Predicting process behavior meets factorization machines. Wai Lam Jonathan Lee, Denis Parra, Jorge Munoz-Gama, Marcos Sepúlveda: Expert Syst. Appl. 112: 87-98 (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. 466: 55-91 (2018)

Human Resource Allocation or Recommendation Based in Multifactor Criterion in On-demand and Batch Scenarios. Michael Arias, Jorge Munoz-Gama, Marcos Sepúlveda, Juan Carlos Miranda: EuropeanJournal of Industrial Engineering, 12(3): 364-404 (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 Journal of Biomedical Informatics 78: 60-77 (2018)

Strategies to Automatically Derive a Process Model from a Configurable Process Model Based on Event Data. Mauricio Arriagada, Marcos Sepúlveda, Jorge Munoz-Gama, Joos Buijs: Applied Sciences-Basel 7(10): 1-28 (2018)PDF

Question-Driven Methodology for Analyzing Emergency Room Processes Using Process Mining. EricRojas, Marcos Sepúlveda, Jorge Munoz-Gama, Daniel Capurro, Vicente Traver, y Carlos Fernandez-Llatas: Applied Sciences-Basel 7(3): 1-29 (2018)PDF

Human resource allocation in business process management and process mining: A systematic mapping study. Michael Arias, Rodrigo Saavedra, Maria Marques, Jorge Munoz-Gama, Marcos Sepúlveda: Management Decision, 56(2): 376-405 (2018)

A systematic literature review about technologies for self-reporting emotional information. Carolina Fuentes, Valeria Herskovic, Iyubanit Rodriguez, Carmen Gerea, Maira Marques, Pedro O. Rossel J. Ambient Intelligence and Humanized Computing 8(4): 593-606 (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. 60(11): 1649-1674 (2017)

Helping Elderly Users Report Pain Levels: A Study of User Experience with Mobile and Wearable Interfaces. Iyubanit Rodriguez, Gabriela Cajamarca, Valeria Herskovic, Carolina Fuentes, Mauricio Campos Mobile Information Systems 2017: 9302328:1-9302328:12 (2017)

Creating a family of collaborative applications for emergency management in the firefighting sub-domain. Pedro O. Rossel, Valeria Herskovic, Erika Ormeño Information Systems Frontiers 18(1): 69-84 (2016)

Process mining in healthcare: A literature review. Eric Rojas, Jorge Munoz-Gama, Marcos Sepúlveda, Daniel Capurro Journal of Biomedical Informatics 61: 224-236 (2016)PDF

Circumventing Communication Blindspots and Trust Gaps in Technologically-Mediated Corporate Relationships: The Case of Chilean Business-to-Consumer E-Commerce. Sergio Godoy, Claudia Labarca, Nicolás Somma, Myrna Gálvez, Marcos Sepúlveda JTAER 10(2): 19-32 (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-Business Management 13(1): 37-67 (2015)

Promoting Self-Reflection of Social Isolation Through Persuasive Mobile Technologies: The Case of Mother Caregivers of Children With Cancer. Carolina Fuentes, Carlos Hernandez, Lizbeth Escobedo, Valeria Herskovic, Monica Tentori Int. J. Hum. Comput. Interaction 30(10): 802-814 (2014)

Single-Entry Single-Exit decomposed conformance checking. Jorge Munoz-Gama, Josep Carmona, Wil M. P. van der Aalst Inf. Syst. 46: 102-122 (2014)

Reviewing the quality of awareness support in collaborative applications. Pedro Antunes, Valeria Herskovic, Sergio F. Ochoa, José A. Pino Journal of Systems and Software 89: 146-169 (2014)

Pick & Drag & Drop: Augmented Reality for Multiple File Sharing. Valeria Herskovic, Carolina Fuentes, Richard Ibarra, Javier Bustos-Jiménez J. UCS 19(8): 1140-1157 (2013)

Preparing Undergraduate Computer Science Students to Face Intercultural and Multidisciplinary Scenarios. Renato Verdugo, Miguel Nussbaum, Magdalena Claro, Marcos Sepúlveda, Boris Escobar, Ricardo Rendich, Fernando Riveros IEEE Trans. Prof. Communication 56(1): 67-80 (2013)

Structuring dimensions for collaborative systems evaluation. Pedro Antunes, Valeria Herskovic, Sergio F. Ochoa, José A. Pino ACM Comput. Surv. 44(2): 8:1-8:28 (2012)

A General Framework for Precision Checking. Jorge Munoz-Gama, Josep Carmona: Int. J. Innovative Computing, Information and Control 8-7(B): 5317-5339 (2012)PDF

Mobile computing in urban emergency situations: Improving the support to firefighters in the field. Alvaro Monares, Sergio F. Ochoa, José A. Pino, Valeria Herskovic, Juan Rodríguez-Covili, H. Andrés Neyem Expert Syst. Appl. 38(2): 1255-1267 (2011)

Towards a reference architecture for the design of mobile shared workspaces. Juan Rodríguez-Covili, Sergio F. Ochoa, José A. Pino, Valeria Herskovic, Jesús Favela, David A. Mejia, Alberto L. Morán Future Generation Comp. Syst. 27(1): 109-118 (2011)

The Iceberg Effect: Behind the User Interface of Mobile Collaborative Systems. Valeria Herskovic, Sergio F. Ochoa, José A. Pino, H. Andrés Neyem J. UCS 17(2): 183-201 (2011)

A Monitoring and Evaluation Scheme for an ICT-Supported Education Program in Schools. Patricio Rodríguez, Miguel Nussbaum, Ximena López, Marcos Sepúlveda Educational Technology & Society 13(2): 166-179 (2010)

A transformational model for Organizational Memory Systems management with privacy concerns. Sergio F. Ochoa, Valeria Herskovic, Edgard Pineda, José A. Pino Inf. Sci. 179(15): 2643-2655 (2009)

Using global search heuristics for the capacity vehicle routing problem. Patricio Rodríguez, Miguel Nussbaum, Rodrigo Baeza, Gerardo León, Marcos Sepúlveda, Agustín Cobián Computers & OR 25(5): 407-417 (1998)

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: BPMD 2019: 189-193PDF

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: Business Process Management Workshops 2019: 471-482PREPRINT

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 Cuendet, Berardino De Bari, Luis Marco-Ruiz, Alessandro Stefanini, Maurizio Castellano: Business Process Management Workshops 2019: 545-556 (2019)PREPRINT

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: EDUCON 2019: 607-616 (2019)

Conformance Checking and Diagnosis in Process Mining – Comparing Observed and Modeled Processes. Jorge Munoz-Gama: Springer 2016, ISBN 978-3-319-49450-0, pp. 1-195

Conformance Checking. Jorge Munoz-Gama: Encyclopedia of Big Data Technologies. Springer 2019PREPRINT

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