Recursos

Proyectos/Publicaciones

Gestionando procesos de negocio a través de minería de procesos: Una guía para gestionar procesos de negocio

El uso de los sistemas de información en las organizaciones ha aumentado con el paso del tiempo, ocasionando que la mayoría de los datos relacionados con la ejecución de los procesos de negocio sean registrados en bases de datos corporativas. A pesar del auge en la generación de información, existe la necesidad de analizar con mayor detalle lo ocurrido con los procesos de negocio en las organizaciones. Existe un área de investigación llamada minería de procesos mediante la cual es posible extraer conocimiento a partir del uso de los datos almacenados en logs de eventos de los sistemas de información organizacionales. En este trabajo se propone una serie de pasos que pueden servir como una guía útil para los responsables de gestionar procesos de negocio en una organización.

Minería de procesos Procesos de negocios
DescargarVer enlace Micael Arias, Eric Rojas 2017
A systematic literature review about technologies for self-reporting emotional information

Emotional information is complex to manage by humans and computers alike, so it is difficult for users to express emotional information through technology. Two main approaches are used to gather this type of information: objective (e.g. through sensors or facial recognition) and subjective (reports by users themselves). Subjective methods are less intrusive and may be more accurate, although users may fail to report their emotions or not be entirely truthful about them. The goal of this study is to identify trends in the area of interfaces for the self-report of human emotions, under-served populations of users, and avenues of future research. A systematic literature review was conducted on six search engines, resulting in a set of 863 papers, which were filtered in a systematic way until we established a corpus of 40 papers. We studied the technologies used for emotional self-report as well as the issues regarding these technologies, such as privacy, interaction mechanisms, and how they are evaluated.

Systematic literature review Emotions Interfaces Self-report
Ver enlace Carolina Fuentes, Valeria Herskovic, Iyubanit Rodríguez, Carmen Gerea, Maíra Marques, Pedro O. Rossel  2016
InMyDay: a digital diary to promote self-care among elders

Diaries allow users to record personal events and experiences, and are frequently used to collect participant data in user studies. Digital diaries have several benefits over traditional paper-based diaries, reducing respondents’ burden, administrative costs, and improving navigation. However, for elderly users, there are several challenges in the use of a digital diary: they may have cognitive and motor impairments, and fewer digital skills than other populations. We implemented a digital diary called InMyDay, specifically designed for elderly users. The goal of this diary is to promote self-care and self-reflection, by allowing users to register their activities and emotions. Ten elderly users tested the diary for five days, recording entries related to their days and how they felt. All of the participants used the diary every day and after the experiment, nine declared that they would use such an application at least once a week. We found that the diary promoted reflection, that users felt that this allowed them a moment of self-care during their day, and that they felt this was especially important for them as elderly people. Future work will focus on increasing the number of participants and emotions that may be reported and exploring new mechanisms of interaction.

Digital diary Self-care Elderly people
DescargarVer enlace Marcelo Fernández, Iyubanit Rodríguez, Pedro O. Rossel, Carolina Fuentes, Valeria Herskovic 2017
Volvo Incident and Problem Management Behavior Analysis

This essay has the purpose of presenting the results of a work performed as part of Third International Business Process Intelligence Challenge. This challenge presents an event log from Volvo IT Belgium Company related with incident and problem management, focusing on a couple process owner ́s questions. The authors of this document present the analysis realized applying different kind of tools and process mining techniques in order to solve the challenge presented. We provide an analysis, which discovered behavior characteristics, associated with products, resources and organizational lines. The results obtained provide useful information that Volvo can use to have more knowledge about the process that they are executing and have more information to make decisions and improve the actual process.

Process mining Volvo IT Belgium Business Process Intelligence Challenge Incident and problem management IT organization Products Support teams
DescargarVer enlace Michael Arias, Eric Rojas 2013
Diagnóstico de las necesidades de educación formal en el área de las Tecnologías de Información y Comunicación en Costa Rica, 2016-2019

Ante los constantes avances de las Tecnologías de la Información y la Comunicación (TIC) surge la inquietud de conocer si las personas graduadas de las carreras afines a las TIC cuentan con los conocimientos y aptitudes que requiere la sociedad costarricense. Por ello, se plantea la oportunidad de realizar un diagnóstico que considere la teoría existente, la opinión de empresas empleadoras y la oferta académica que ofrecen las universidades públicas con el fin de identificar aspectos en los que se pueda mejorar. En el presente artículo se trabajó bajo una metodología cualitativa, realizando una revisión documental de los estudios recientes a nivel nacional relacionados con las TIC y los planes de estudio de las universidades públicas de Costa Rica: Instituto Tecnológico de Costa Rica (TEC), Universidad de Costa Rica (UCR), Universidad Nacional (UNA), Universidad Estatal a Distancia (UNED) y Universidad Técnica Nacional (UTN). Además de veintiséis representantes de empresas empleadoras de la población graduada en el área, a fin de comparar perspectivas. Se obtuvo como resultado un listado de las necesidades de mejora en la educación formal, entre los que encuentran las habilidades blandas, especialización en temáticas como Big Data, Deep Learning o Internet de las cosas y la alta demanda insatisfecha de profesionales. Por último, se destacan los aportes del estudio como insumo en procesos de actualización de perfil de salida, en la elaboración de nuevas opciones académicas o en la creación de programas de actualización continua.

TIC Educación formal Educación superior
Ver enlace Sindy Porras Santamaría, Alberto Ramírez Molina, Verni Fernández Castro 2020
Constraint Bag Process Model: A Process Mining approach to Lean Construction.

Computer science tecniques, methodologies, and approaches, are directly applied to improve other enginnering disciplines. Construction is no exception, where software and data analysis are used to improve the processes of control and monitoring of construction projects. Most of the analysis are based on a key-value perspective analysis of the data. However, an emerging Process Mining discipline has proven to be able to capture a different process perspective. This interdisciplinary work is a step on this direction, proposing the Constraint Bag Process Model (CBPM), a novel use of Process Mining for answering process-oriented questions on construction projects.

process mining Lean Construction Last Planner System Interdisciplinary
DescargarVer enlace Daniel Pérez, Camilo Ruiz-Tagle, Jorge Munoz-Gama, Michael Arias, Luis Alarcón, Marcos Sepúlveda 2018
Discovering role interaction models in the Emergency Room using Process Mining

Objectives: A coordinated collaboration among different healthcare professionals in Emergency Room (ER) processes is critical to promptly care for patients who arrive at the hospital in a delicate health condition, claiming for an immediate attention. The aims of this study are (i) to discover role interaction models in (ER) processes using process mining techniques; (ii) to understand how healthcare professionals are currently collaborating; and (iii) to provide useful knowledge that can help to improve ER processes.
Methods: A four step method based on process mining techniques is proposed. An ER process of a university hospital was considered as a case study, using 7160 episodes that contains specific ER episode attributes. Results: Insights about how healthcare professionals collaborate in the ER was discovered, including the identification of a prevalent role interaction model along the major triage categories and specific role interaction models for different diagnoses. Also, common and exceptional professional interaction models were discovered at the role level.
Conclusions: This study allows the discovery of role interaction models through the use of real-life clinical data and process mining techniques. Results show a useful way of providing relevant insights about how healthcare professionals collaborate, uncovering opportunities for process improvement.

healthcare Processes Process mining Case studies Organizational mining Organizational team patterns
DescargarVer enlace Camilo Alvarez, Eric Rojas, Michael Arias, Jorge Munoz-Gama, Marcos Sepúlveda, Valeria Herskovic, Daniel Capurro 2017
Monitoring chronic pain: comparing wearable and mobile interfaces.

Technologies to monitor patients are convenient for patients and can reduce health costs. Chronic pain is a pain that lasts more than 3 months and affects the welfare of patients. Pain is subjective and there are applications to self-report pain, but their adherence rates are low. The purpose of this article is the understanding of the characteristics of technology that helps the adoption of these systems. We have implemented two solutions (mobile application and wearable device), in order to compare them to measure the rate of user acceptance, and also to get feedback about fundamental features of interfaces to report pain levels. To evaluate the two solutions we conducted interviews with 12 people. The results showed that when given the choice between both devices, 67 % of the users preferred the wearable device over the mobile application, and 16.5 % preferred the mobile application over the wearable device. We also found that a device for reporting pain must be specific to this purpose, aesthetically pleasing and allow users to report easily and at the right time.

Mobile and Wearable Interfaces Monitoring Chronic Pain
DescargarVer enlace Iyubanit Rodríguez, Carolina Fuentes, Valeria Herskovic, Mauricio Campos 2016
Marco Conceptual de la Administración de Proyectos

the present article describes the conceptual framework in the field of Project Management. It also outlines the support the Project Management Institute may provide in regards to managing projects. Additionally, this article explains the contribution that both the PMBOK guide and the PMP certification can offer to the development of projects as well as to working teams. the concepts developed in this article may benefit professionals that wish to learn about what it means to manage a project, the challenges than come with it, as well as the value that can be added to an organization that practices adequate project administration as a way to obtain satisfactory results.

Project Project management Project Manager Project Management Institute Pmp Certification Pmbok Project Management Value
DescargarVer enlace Michael Arias 2010
Informed Choices, Progress Monitoring and Comparison with Peers: Features to Support the Autonomy, Competence and Relatedness Needs, as suggested by the Self-Determination Theory

The use of fitness apps (some based on behavior change theories) is increasing. Recently a taxonomy mapped app features to the Basic Psychological Needs (BPNs) posited by the Self-Determination Theory (SDT), providing the opportunity to build fitness apps whose design is informed by this theory of human motivation. However, it is unknown if the user's perceptions of such SDT-based design would indicate support to the BPNs.
This is important as the SDT states that interventions supporting the BPNs produce long-term benefits.
Following the taxonomy of app features based on SDT, we designed and developed Agon, an iPhone app. We deployed the app through a one-month field study involving 49 participants. The study allowed participants to use the app in their everyday lives, providing sufficient exposure for us to capture meaningful perceptions.
This work contributes empirical evidence that the features included in our design correctly mapped to the Basic Psychological Needs. We discuss implications for researchers and designers targeting effective interventions.

Behavior Change Fitness Trackers Human Motivation mHealth Step Counter
DescargarVer enlace Gabriela Villalobos-Zúñiga, Iyubanit Rodríguez, Anton Fedosov,Mauro Cherubini 2021