Man

Jorge Muñoz Gama

Associate Professor

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Macul, Chile

Líneas de Investigación


Process Mining, Business Process Management

Educación

  •  Doctorado en Computación, UNIVERSIDAD POLITECNICA DE CATALUNA. España, 2014
  •  Master en Computación, UNIVERSIDAD POLITECNICA DE CATALUNA. España, 2010
  •  Ingeniería en Informática, UNIVERSIDAD POLITECNICA DE CATALUNA. España, 2009

Experiencia Académica

  •   Assistant Professor Full Time

    PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

    Faculty of Engineering

    Chile

    2015 - 2019

  •   Associate Profesor Full Time

    PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

    Faculty of Engineering

    Chile

    2019 - A la fecha


 

Article (48)

A Domain-Driven Framework to Analyze Learning Dynamics in MOOCs through Event Abstraction
ProDeM: A Process-Oriented Delphi Method for systematic asynchronous and consensual surgical process modelling
The Sequence of Steps: A Key Concept Missing in Surgical Training-A Systematic Review and Recommendations to Include It
Towards the Application of Process Mining in the Mining Industry-An LHD Maintenance Process Optimization Case Study
Building Process-Oriented Data Science Solutions for Real-World Healthcare
Domain Model Based Design of Business Process Architectures
Innovative informatics methods for process mining in health care
Process mining for healthcare: Characteristics and challenges
Process-oriented metrics to provide feedback and assess the performance of students who are learning surgical procedures: The percutaneous dilatational tracheostomy case
A Real-world Approach to Motivate Students on the First Class of a Computer Science Course
Backpack Process Model (BPPM): A Process Mining Approach for Curricular Analytics
Case model landscapes: toward an improved representation of knowledge-intensive processes using the fCM-language
Curricular Analytics to Characterize Educational Trajectories in High-Failure Rate Courses That Lead to Late Dropout
Development of a comprehensive Percutaneous Dilatational Tracheostomy process model for procedural training: A Delphi-based experts consensus
Orientation and conformance: A HMM-based approach to online conformance checking
Simulation-Based Mastery Learning of Bronchoscopy-Guided Percutaneous Dilatational Tracheostomy Competency Acquisition and Skills Transfer to a Cadaveric Model
Delphi Method to Achieve Clinical Consensus for a BPMN Representation of the Central Venous Access Placement for Training Purposes
Mapping the Patient's Journey in Healthcare through Process Mining
Process-Oriented Instrument and Taxonomy for Teaching Surgical Procedures in Medical Training: The Ultrasound-Guided Insertion of Central Venous Catheter
Recommendations for enhancing the usability and understandability of process mining in healthcare
What Role Can Process Mining Play in Recurrent Clinical Guidelines Issues? A Position Paper
Conformance checking in UML artifact-centric business process models
Control-flow analysis of procedural skills competencies in medical training through process mining
Individual Behavior Modeling with Sensors Using Process Mining
Performance Analysis of Emergency Room Episodes Through Process Mining
Process-Oriented Feedback through Process Mining for Surgical Procedures in Medical Training: The Ultrasound-Guided Central Venous Catheter Placement Case
Toward Value-Based Healthcare through Interactive Process Mining in Emergency Rooms: The Stroke Case
Discovering role interaction models in the Emergency Room using Process Mining
Human resource allocation or recommendation based on multi-factor criteria in on-demand and batch scenarios
Mining theory-based patterns from Big data: Identifying self-regulated learning strategies in Massive Open Online Courses
Predicting process behavior meets factorization machines
Recomposing conformance: Closing the circle on decomposed alignment-based conformance checking in process mining
Divide and Conquer: A Tool Framework for Supporting Decomposed Discovery in Process Mining
Question-Driven Methodology for Analyzing Emergency Room Processes Using Process Mining
Strategies to Automatically Derive a Process Model from a Configurable Process Model Based on Event Data
A Framework for Recommending Resource Allocation based on Process Mining
Measuring precision of modeled behavior
Decomposing alignment-based conformance checking of data-aware process models
Event-based real-time decomposed conformance analysis
Single-Entry Single-Exit decomposed conformance checking
Alignment based precision checking
Conformance Checking in the Large: Partitioning and Topology
Hierarchical conformance checking of process models based on event logs
A General Framework for Precision Checking
Insuring Sensitive Processes through Process Mining
Process Mining Manifesto
Enhancing precision in Process Conformance: Stability, confidence and severity
A Fresh Look at Precision in Process Conformance

ConferencePaper (3)

A Framework for Recommending Resource Allocation Based on Process Mining
Business Process Analysis in Advertising: an Extension to a Methodology Based on Process Mining Projects
Exploring Differences in How Learners Navigate in MOOCs Based on Self-Regulated Learning and Learning Styles A Process Mining Approach

Proyecto (7)

Modeling and Extracting Educational Trajectories from Student Data using Process Mining
Chile-Europe Research Network for the Advancement of Process Mining in Healthcare
Improving user experience with wearables for elderly adults with low digital skills
Decomposed Alignment-Based Conformance Checking for Process Mining
Algorísmia, Bioinformàtica, Complexitat i Mètodes Formals
Minería de procesos=> descubriendo métodos formales para el diseño de sistemas concurrentes
FORMALISM Métodos formales y algoritmos para el diseño de sistemas

Review (2)

Human resource allocation in business process management and process mining: A systematic mapping study
Process mining in healthcare: A literature review
40
Jorge Muñoz

Associate Professor

Departamento de Computación

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Macul, Chile

14
Marcos Sepúlveda

Assistant Professor

Computer Science

Pontificia Universidad Católica de Chile

Santiago, Chile

6
Daniel Capurro

Senior Lecturer in Digital Health

Computing and Information Systems

University of Melbourne

Melbourne, Australia

4
Eric Rojas

Investigador

Medicina

Pontificia Universidad Católica de Chile

Santiago, Chile

2
Valeria Herskovic

Profesor Asociado

Departamento de Ciencia de la Computación

PONTIFICIA UNIVERSIDAD CATÓLICA

Santiago, Chile

1
Mauricio Arriagada

Profesor Asistente

Ingeniería en Computación e Informática

Universidad de Tarapacá

Arica, Chile

1
Arnoldo Riquelme

Profesor titular

Gastroenterología

PONTIFICIA UNIVERSIDAD CATÓLICA DE CHILE, DEPARTAMENTO DE GASTROENTEROLOGÍA

Santiago, Chile

1
Fernando Altermatt

Profesor Asociado

Anestesiología

DIVISIÓN DE ANESTESIOLOGÍA, ESCUELA DE MEDICINA, PONTIFICIA UNIVERSIDAD CATÓLICA DE CHILE

Santiago, Chile

1
Denis Parra

Profesor Asociado

Ciencia de la Computación

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Santiago, Chile

1
Marcia Corvetto

Profesor Asociado

Anestesiología

Pontificia Universidad Católica de Chile

Santiago, Chile

1
Jaime Retamal

Profesor Asociado

Medicina Intensiva

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Santiago, Chile

1
María Vera

Académico

Medicina Intensiva

Pontificia Universidad Catolica de Chile

Santiago, Chile

1
Juan Pedemonte

Profesor Asistente

Anestesiologia

Pontificia Universidad Católica de Chile

Santiago, Chile