Recursos

Proyectos/Publicaciones

Business Process Analysis in Advertising: An Extension to a Methodology Based on Process Mining Projects

Nowadays organizations generate large amount of data. Only a few make a good use to optimize the performance of the business. Process mining appears as a branch of the data science that tries to understand the actual operational processes in the organizations through different algorithms, allowing the discovery of process models to give insight of the processes and understand how they can be improved.

In this work different process mining techniques are applied to a company dedicated to the advertisement market, specifically the process of dealing with contract issues with customers. The Process Mining Project Methodology was followed to execute a case study. Additional to the basic methodology, elements from the others areas of studies were added to generate better results and have a better understanding of the problem. The case study includes three scenarios with three different hypotheses that were validated through our method.

process mining Data mining Methodology Event logs Performance, Organizational analysis Process model
DescargarVer enlace Anibal Silva Osses, Michael Arias, Luiz Quelves Da Silva, Eric Rojas, Bernardita Fernández Cobo, Jorge Munoz-Gama, Marcos Sepúlveda. 2016
SEND: Simulator distributed executions

Distributed and parallel computing conform a mature area of computer sciences. However, design, relization and testing of such systems is still a burden. Simmulation is a useful technique for getting feedback about models before they get into real life. SEND is a distributed histories simmulator that can attach several types of logical clocks to events in different processes, in order to study the causal relationships among them. This paper is aimed to present some results about SEND and possible perspectives about it. (XIII Encuentro Chileno de Computación. Jornadas Chilenas de Computación. Valdivia, Chile)

Iyubanit Rodríguez, Esteban Meneses, Francisco J. Torres-Rojas 2005
Tecnología de la información en la educación.
Yorleny Salas Araya 2005
Experience of the I Workshop Women in Tech Occidente-Costa Rica (WITO 2019): a study of undergraduate students

The Information and Communications Technologies' market has been growing, and organizations around the world have been joining the great concern about the women's under-representation in programs related with science, technology, engineering and mathematics areas. This situation has led to the proposal of initiatives in distinct institutions to promote an increase in the participation of women. This article describes the experience of carrying out the I Workshop Women in Tech Occidente-Costa Rica (WITO 2019), which was attended by the fourth-year undergraduate female students of the bachelor's degree program in Informática Empresarial from the Sede de Occidente of the Universidad de Costa Rica. This workshop was focused on identifying: student fears, skills, interests and how the program and university services could be improved. Main results showed that: (i) students do not feel completely prepared for the office environment, (ii) the university must improve the support provided to students in topics such as sexual harassment, ergonomics labs and complementary services, and (iii) participants consider that stereotypes should disappear, and gender equality can generate better results for organizations. Finally, this kind of activity encourages the empowerment of female students and it also inspires them to be role models. 

Women STEM Gender equality Undergraduate students Role model Workshop
DescargarVer enlace Iyubanit Rodríguez, Michael Arias 2019
StraightenUp+: Monitoring of Posture during Daily Activities for Older Persons Using Wearable Sensors

Monitoring the posture of older persons using portable sensors while they carry out daily activities can facilitate the process of generating indicators with which to evaluate their health and quality of life. The majority of current research into such sensors focuses primarily on their functionality and accuracy, and minimal effort is dedicated to understanding the experience of older persons who interact with the devices. This study proposes a wearable device to identify the bodily postures of older persons, while also looking into the perceptions of the users. For the purposes of this study, thirty independent and semi-independent older persons undertook eight different types of physical activity, including: walking, raising arms, lowering arms, leaning forward, sitting, sitting upright, transitioning from standing to sitting, and transitioning from sitting to standing. The data was classified offline, achieving an accuracy of 93.5%, while overall device user perception was positive. Participants rated the usability of the device, in addition to their overall user experience, highly.

Wearable User experience Older users
DescargarVer enlace Gabriela Cajamarca, Iyubanit Rodríguez, Valeria Herskovic ,Mauricio Campos, Juan Carlos Riofrío 2018
Guía para Gestionar Procesos de Negocio a Través de Minería de Procesos

The use of information systems in organizations has increased over time, causing that most of the data related to the execution of business processes is recorded in corporate databases. Despite the rise in the generation of information, there is a need to further analyze what happens to the business processes in the organizations. There is a research field called process mining by which it is possible to extract knowledge from the data stored in event logs of the information systems. We propose a series of steps that can serve as a useful guide for those responsible for managing business processes in any organization. Recommended steps were developed through a case study applied in a process of booking tour packages using a synthetic event log.

Business process management process mining Improvement opportunities Process discovery Organizational analysis
DescargarVer enlace Michael Arias, Eric Rojas. 2016
Deciphering event logs in SharePoint Server - A methodology based on Process Mining

Nowadays, the information systems are an indispensable resource for the organizations. The processes that are managed through these systems most of the time are hard to understand, maintain and improve. The data associated to the process becomes the main source and input to do all types of analysis. Process Mining allows the extraction of useful knowledge from the generated information of the corporate systems.

This work suggests a methodology based on process mining to execute process support analysis of a corporate intranet implemented in SharePoint Server. With the extracted information it is possible to do analysis from several perspectives. The obtained results allow administrators of this type of technology platforms to evaluate the techniques used and generate benefits. The methodology was applied in a case study for a Retail client, besides doing an exploratory analysis of the data for two additional clients in the Industrial Safety industry in Chile.

Business processes Process mining BPMN SharePoint Server Intranet PAIS Methodology Process analysis Event logs
DescargarVer enlace Michael Arias, Eric Rojas 2014
Bachillerato en Informática Empresarial: logros y retos

Este artículo desarrolla una descripción del proceso de desarrollo y creación de la primera carrera propia de todas las sedes regionales de la Universidad de Costa Rica, la carrera de Bachillerato en Informática Empresarial. Adicionalmente se describen los retos enfrentados por la carrera, especialmente los relacionados a la ejecución de proyec­tos de actualización y a responder a los requisitos para obtener una acreditación.

Informática Bachillerato Informática Empresarial Universidad de Costa Rica Autoevaluación Acreditación
Ver enlace Sindy Porras Santamaría, Saray Sojo Obando 2017
Análisis de Género en Carreras STEM: Caso Universidad de Costa Rica

En la actualidad, se ha promovido con ma ́s fuerza el estudiar con detalle la situación de género en carreras de ciencia, tecnología, ingeniería y matemáticas (STEM por sus siglas en Ingle ́s). Cada día, los perfiles asociados con estas carreras han empezado a ser ma ́s demandados por las organizaciones debido a la idoneidad que estos tienen para desempeñar actividades laborales en la era digital. Debido a ello, existe un creciente interés por analizar la brecha de género en este tipo de carreras a nivel universitario. En este artículo se presenta un análisis acerca de carreras STEM a nivel de pregrado y grado que se imparten en el Departamento de Ciencias Naturales de la Sede de Occidente de la Universidad de Costa Rica durante el periodo 2000 a 2018. Resultados obtenidos evidencian que existe una disminución en la presencia de mujeres en las carreras analizadas, as ́ı como mayor efectividad en graduarse por parte de las mujeres cuando se enfrentan al reto académico de finalizar carreras STEM. Estos resultados sirven de motivación para potenciar su participación e incentivar su permanencia dentro de esta a ́rea.

Mujeres STEM Género Estudiantes Equidad de género UCR Informática empresarial
DescargarVer enlace Michael Arias, Liseth Calvo González

2019
Understanding Monitoring Technologies for Adults With Pain: Systematic Literature Review

Background: Monitoring of patients may decrease treatment costs and improve quality of care. Pain is the most common health problem that people seek help for in hospitals. Therefore, monitoring patients with pain may have significant impact in improving treatment. Several studies have studied factors affecting pain; however, no previous study has reviewed the contextual information that a monitoring system may capture to characterize a patient’s situation.

Objective: The objective of this study was to conduct a systematic review to (1) determine what types of technologies have been used to monitor adults with pain, and (2) construct a model of the context information that may be used to implement apps and devices aimed at monitoring adults with pain. Methods: A literature search (2005-2015) was conducted in electronic databases pertaining to medical and computer science literature (PubMed, Science Direct, ACM Digital Library, and IEEE Xplore) using a defined search string. Article selection was done through a process of removing duplicates, analyzing title and abstract, and then reviewing the full text of the article.

Results: In the final analysis, 87 articles were included and 53 of them (61%) used technologies to collect contextual information. A total of 49 types of context information were found and a five-dimension (activity, identity, wellness, environment, physiological) model of context information to monitor adults with pain was proposed, expanding on a previous model. Most technological interfaces for pain monitoring were wearable, possibly because they can be used in more realistic contexts. Few studies focused on older adults, creating a relevant avenue of research on how to create devices for users that may have impaired cognitive skills or low digital literacy.

Conclusions: The design of monitoring devices and interfaces for adults with pain must deal with the challenge of selecting relevant contextual information to understand the user’s situation, and not overburdening or inconveniencing users with information requests. A model of contextual information may be used by researchers to choose possible contextual information that may be monitored during studies on adults with pain.

Systematic review Pain Technology Patient monitoring Ubiquitous and mobile computing
DescargarVer enlace Iyubanit Rodríguez, Valeria Herskovic, Carmen Gerea, Carolina Fuentes, Pedro O Rossel, Maíra Marques, Mauricio Campos 2017