Maestría en Informática
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Item Diseño de un sistema de manejo en la Web, de la información logística para la producción del Centro de Producción Audiovisual "CEPA"(Universidad Santiago de Cali, 2013) Palacio Castaño, Humberto Enrique; Sanchez Perlaza, Hoober Jose; Moncada, VianaItem Marco de gobierno de tecnologías de información para la entidad Parques Nacionales Naturales(Universidad Santiago de Cali, 2013) Carrasco Orobio, Edwin Ricardo; Castañeda Gil, Jackeline; Peñaloza Afanador, Jorge ErnestoItem La Virtualización como apoyo a las prácticas de Green It(Universidad Santiago de Cali, 2016) Sánchez Figueroa, Daily; Valencia Bonilla, Warner Fernando; Váldes Castro, EdgarThis research provides an overview of virtualization to support good practices in Green IT, where technologies are designed to keep power consumption at the lowest level possible, including different levels: from the performance of the microprocessor, to the operation of data centers. Perspectives as time usability of electronic devices in order to quantify the levels of e-waste generated worldwide, and behave globally and a comparison with Latin America is to find out the trends of practices technologies are also addressed green in organizationsItem Informática cuántica: un acercamiento a sus métodos, desarrollos y aplicaciones(Universidad Santiago de Cali, 2016) Cuellar Garcia, Andrés; Velásquez, Yana ElidaItem Diseño de un sistema de soporte de decisiones para control de inundaciones en áreas urbanas mediante algoritmos geneticos NSGA-II. Evolutivos basado en preferencias y redes neuronales.(Universidad Santiago de Cali, 2016) Toledo Cubillos, Efrain; Caldas Blum, ManuelItem Propuesta metodológica de un marco de gobernabilidad corporativa de tecnología de información (GovIT) para las instituciones de educación superior (IES) colombianas basado en la norma NTC-ISO / IEC-38500:2008(Universidad Santiago de Cali, 2018) Rincon Loaiza, John Jairo; Valdés Castro, EdgarItem Modelo de aceptación y uso de Cloud Computing para el reporte de cartera de servicios de salud(Universidad Santiago de Cali, 2019) Campos Álvarez, Diego ArmandoThe boom of the health economy, the implementation of economic criteria and the constant change of regulations, require precision, effectiveness and efficiency at the moment of submit the health care bills provided by different clinics and hospitals in Colombia. This document emphasizes the adoption of new technologies in an entity of a public nature and responsible of payments, so they can serve as a management tool to maintain control over portfolio information. An engineering request is presented for a web platform that relies on the use of resources and processing through Cloud Computing guaranteeing quality and integrity of the information.Item Gestión de historia clínica y administración de la operación de IPS Prestadoras de Servicios de Salud en casa, con funcionamiento en la nube y dispositivos móviles: Caso de Estudio IPS ICOMSALUD(Universidad Santiago de Cali, 2019) González Hernández, Mario; Moya Chavez, Francisco DavidHealth sector in Colombia with the enactment of Law 100 of 1993, of December 2, 1993, Integral Social Security System, presented a great transformation in the functional and operation alstructure in the provision of health services. A great variety of Software have been oriented to satisfy the integral operation in the Health Provider Entities and intramural care in Health Service Provider Institutions. Meanwhile, the evidence for the development of computer support has been directed to the billing system in the Health Service Provider Institutions of extramural care, being categorized as Pymes. For all this, the importance of the implementation of computer support in extramural care in the category of home care is based on the recovery of the patient, the rotation of beds in clinics or hospitals, the generation of employment. The implementation of cloud computing strengthens the administration of management and the portability of the clinical history in the Health Service Provider Institutions ICOMSALUD with its home care service, in addition to compliance with the electronic clinical history (Law 1438 of 2011), which allowed to continue in the intramural care market.Item Modelo de caracterización del perfil del cliente adaptado al sector de la construcción, aplicando minería de datos: caso de estudio en empresa constructora(Universidad Santiago de Cali, 2019) Erazo Cardona, Carlos AlbertoBuilding houses process in construction companies is affected by fallen negotiations before delivery of the living place, unknowing the reasons for this situation. In building sector there is no a model that allows the characterization of customer profile linked to the commercialization process that would contribute to mitigate the risk to business agreement. As several productive sectors begin to apply data mining, adaptations of traditional methodologies for data mining arise, which solve particularities of these sectors. This paper proposes a characterization model of customer profile adapted to building sector with data mining that includes the results obtained in case study in a building company. The Knowledge Discovery in Databases (KDD) methodology was followed with an adaptation or contribution found in literature that identified own characteristics of building industry in the approach, design, mining techniques, pattern evaluation and validation that allowed generalizing the model. With case study, a design for the data warehouse based on the multidimensional data model using the star schema was proposed. It was proved that classification, regression and clustering techniques are recommended to solve the problem and finally the proposal for data mining techniques evaluation and validation was presented. The generalization of the characterization model of customer profile, confirmed the tendency and requirement of the productive sectors to have data mining models specific to their needs.Item Modelo multiclasificador aplicando minería de datos para el diagnóstico médico utilizando datos abiertos(Universidad Santiago de Cali, 2019) Bolaños Ramírez, Harold Ferney; Dinas, SimenaIn order to understand, analyze and eventually make use of a massive amount of data, a multidisciplinary approach has been proposed: data mining, it consists in the process of identifying patterns from massive databases. Data mining can be used in several fields: mobile computing, web mining, financial analysis, crime analysis, engineering, management and medicine. In medicine, data mining techniques can be used by researchers for the diagnosis and prediction of sundry diseases. Researchers have widely used several statistical analysis and data mining techniques to improve the accuracy in the diagnosis of the different diseases in medical care. The use of individual data mining techniques reveals an acceptable level of accuracy to determinate the diagnosis of the disease. Sets or combinations of classifiers have produced promising results, improving accuracy, reliability and, most importantly, extensive coverage in many different and practical applications. In this study, we evaluated the application of feature selection methods and the use of a set of three classifiers based on three different mixing strategies using open diabetes and breast cancer databases contained in the ICU data repositorio with the goal of supporting decision-making in medical diagnosis. The effectiveness of the combinations was measured using three commonly accepted metrics, as well as the response times in the construction of the models. Analysis of the results reveal that the sensitivity, specificity and percentage of classification are higher compared to the individual techniques and provides the basis for establishing an improved multi-classifier model.Item Diseño de un prototipo informático de seguimiento a los procesos de aprendizaje basados en los objetivos predeterminados por el Ministerio de Educación de Colombia en el ámbito institucional(Universidad Santiago de Cali, 2019) Gutiérrez Santander, GermánMost of the educational institutions in Colombia maintain a traditional evaluation system, a follow-up by quantitative notes of the learning processes, said system in basic and secondary education has been demonstrating that it is not adequate. This article presents the design of a computer prototype to monitor learning that promotes the development of skills and abilities, strengthen values and talents that allow individuals to grow in an integral manner, inspiring motivation, self-performance, self-discipline and self-learning. The observation of years in the educational event cultivated the factors that concluded with the idea of a different system for the follow-up of learning supported by a computer tool. With the academic and practical contributions, a personal work scheme was developed in the elaboration of the prototype. . The investigation of information, elaboration of matrices. Identification of relationships, development of the prototype, tests were the step by step of creation. The results obtained showed that the prototype awoke the amazement, liking and acceptance of the idea by people who belong to the educational community. The visualization of the prototype caused affinity, to the point that validation tests could be carried out with the groups of interest, a fact that stood out as the best tests performed on the prototype. The computer technology is a tool that came to education to transform it completely, made changes in the methodology, didactics, pedagogy, in the processes of monitoring the learning and reach of the learners.Item Desarrollo de la API ZKalmanUSC para Implementación de Filtro de Kalman Discreto(Universidad Santiago de Cali, 2019) Campos, Zuleika Alezones; Alzate sánchez, Juan CamiloThe Kalman Filter is one of the most used algorithms in the treatment of spatio-temporal problems, presenting itself with increasing application in new areas of knowledge, and increasing its use in the world of computing, which makes it very important its application in computer programming; From the above, this article describes the development of an Application Programming Interface (API), which facilitates the implementation of the Discreet Kalman Filter. Having as objective the generalization of the mathematical models, for their application from the JAVA programming language; Initially, its development focuses on the presentation of the fundamental mathematical base to be programmed, after that a methodology with the organization of the source code is displayed, showing the class diagram with a reference to the mathematical models used and culminating with the section of results obtained, from the demonstration of a simple example, together with the performance times compared to another existing API, which has the same filter implementation functionality. Demonstrating how the development of a discrete Kalman Filter computer library, it is a possibility that provides an instrument to provide software solutions, allowing a variety of options from learning the mathematical models of the filter, or implementing it from a mode advanced, in which the developer is released from performing additional tasks that are currently required, at the time of programming.Item Diseño de un web service para la automatización y control del proceso de expedición de licencias de uso para casas desarrolladoras de software(Universidad Santiago de Cali, 2019) Pineda Maturana, Luis Alberto; Loaiza Buitrago, Diego FernandoWeb services follow a focus on service and availability that, in the companies of this revolutionary technological era, demand an extended use of the corporate portfolio of the same and that every year they advance in giant steps to a constant interaction between systems of different nature that add value to the business. A web server for license control allows centralizing and automating a process that is carried out slowly. This article describes a web service design that is integrated with any software system, facilitating the completion of the licensing process and being able to generate from there an optimal service to the client.Item Propuesta metodológica de un proceso de desarrollo de software híbrido basado en modelo de madurez enfocado en el modelado de negocio para una fábrica de software pequeña o mediana(Universidad Santiago de Cali, 2019) Arias Castrillon, Jhoan Sebastián; Silva Leal, Jorge AntonioThere are standards that support the configuration of process management for an organization. They are called maturity models, it provides a collection of best practices for the development and delivery of high quality software applications. These models are extended areas to improve organizational performance in its internal and external management. They identify the strengths and weaknesses of the organization, as well as provide benchmarking information. There are many maturity models such as OPM3, CMMI, P3M3, PRINCE, BPMM, among others. Each model differs with the others in terms of its factors and characteristics. Now, while the models describe the "what" through guidelines to establish a process framework and measure the capacity and maturity of the adoption of an organization, there are software development processes and methodologies, such as RUP - AGILE - PMBOK - TSP , which are intended to detail the "how", using defined processes that can be easily customized according to the projects and the model. Therefore, the first objective of this study is to compare the models and find a maturity model suitable for the Colombian context and small and medium-sized companies, and the second is a mapping between the integration of the selected maturity model and the different processes and methodologies of the current market.Item Diseño de una Guía para Reducir los Riesgos de inseguridad en redes inalámbricas LAN de empresas (Mi Pymes) en Sandoná-Nariño(Universidad Santiago de Cali, 2019) Narvaez Chaves, Neyi Maricela; Dussan,Ciro AntonioThis document presents results of a security analysis of WLAN networks in the township of Sandoná Nariño, Colombia based on the analysis of a private company which offers training service. The study is the result of research project "Diseño de una guía para reducir los riesgos de seguridad en redes inalámbricas LAN de empresas (MiPymes) en Sandoná Nariño". the collected and analyzed information was obtained through the use of the OWISAM methodology and surveys on the application of information security controls of the ISO 27001 standard. As a result of the investigation it was demonstrated that the entity has an acceptable level of security as far as to the logical part but it faces a critical level in management and control of company policies. A point of view is given in the conclusion section, taking advantage of the contact had both the network devices, mobile devices and personnel of the entity. And finally, the recommendations guide is attached, which is the final (deliverable) product of the investigation which will help the company to solve the vulnerabilities found during the investigation.Item Aplicativo web orientado a mejorar los procesos de especies menores: Caso de estudio CUY (Guinea Pig)(Universidad Santiago de Cali, 2019) Portillo Cuaran, Luis Makensey; Tavera Romero, Carlos AndrésTaking into account the importance that the raising of the guinea pig has acquired in recent years, the present research sought to study and analyze in an exhaustive manner the state of the art of the processes of breeding of minor species: case of a guinea pig and how it can be improved its production implementing an application in terms of food and vaccination, as a second objective, analyzed the characteristics, tools, technologies, which can be implemented for the development of this application which will allow a large amount of data to be stored allowing a more suitable inventory through a good modeling of Entity Relationship; and finally, he sought to identify a reliable method so that the application is easy to understand, so that everything related to the central theme of the investigation can be known. The selected development methodology was PSP, the goals set are: construction of the requirements formats, elaboration of the UML diagrams, codification of the application and application tests. This document is organized as follows: introduction, state of the art of minor species processes, technologies for application development, results and conclusions. The main contribution of the research presented here is to allow systematization of breeding in small species, presenting the guinea pig as a case study. Also, strengthening the market for Nariñenses is expected to reduce costs by approximately 40 percent. All of the above based on the need to manage the time to feed, when and how to provide the respective vaccines and keep an adequate control of the species, in order to place a new vision of the producer in the breeding process, since it will be shown that they can obtain significant savings at the time of producing it, thus motivating it to strengthen this ancestral activity carried out by the producers.Item Propuesta de una aplicación web para la supervisión de tareas administrativas docentes (STAD) en instituciones educativas de primaria y secundaria(Universidad Santiago de Cali, 2019) Parra, Andrés Fernando; Lozano, Andrés FernandoThe work of teachers in primary and secondary schools in Colombia includes extracurricular activities, non-compliance and lack of follow-up negatively impact the quality of education. This research focused on offering alternative management and possible solution through the implementation of software that allows: assignment, monitoring, and evaluation of tasks to teachers. Inspired by work team management platforms, the development allowed: a) visualizing activities under a Kanban approach; pending, in-process and finished. b) Graphical compliance reports. The methodology of this project was developed through Professional Project Management (PMP) and Business Process Management (BPM) applied to improve processes in organizations, the follow-up implemented SCRUM based on work milestones and constant feedback. The case study was the educational institution Liceo Farallones del Norte located in the city of Santiago de Cali. The research had two main stages: 1) Design, development and implementation. 2) Support and Training. The software resulting from the project was a web development under Laravel + Vue Java Script with a database in Mysql, open-source technologies that allowed to release a free version of the software. The tool known as STAD made it possible to establish evaluation criteria for educators' compliance with their duties.Item Prototipo web para el modelo de acompañamiento y seguimiento a estudiantes de la UNIAJC(Universidad Santiago de Cali, 2019) Oviedo Bayan, Gustavo Adolfo; Dinas, SimenaThe Ministry of National Education (MEN) believes that dropping out of higher education for students or dropping out of higher education has become a phenomenon that affects institutions in Colombia. Each student faces social, academic and financial problems, which ultimately replicate in universities, since students are the raison d'être of a university, so it is necessary to implement a model to try to mitigate the phenomenon. The Information and Communication Technologies can support with information to help solve this problem, but not all the technological developments contribute what is necessary for the Institutions of higher education, as it is presented by the investigations that are reported in the literature of this article, an investigation was made with different universities at national level and consultations on the aspects that contribute to the desertion at international level. The creation of a model of characterization and follow-up to students, supported in a WEB prototype for the Antonio José Camacho University Institution, considering that this model can be adapted and implemented in any Higher Education Institution.Item Sistema de información para la articulación y administración de datos dinámicos del sector educativo (SIADSE) en el departamento del Cauca(Universidad Santiago de Cali, 2019) Bambague Meneses, Rodrigo Gaitán; Sánchez Ledesma, Javier Arley; Dinas, SimenaNowadays, missional entities, in a public and private educational field, provide heterogeneous information systems (IS) to its service and use, delaying articulating the information. The spread of architecture and missional differences hinder the decision making and negatively impact the education fundamental right in the Cauca department. There by designing and developing a IS is proposed to articulate and analyze dynamically the different data sources information to facilitate the strategic educational field making decisions, following a protocol to an analysis and articulation data section. In line with the Ministry of national education normativity, this protocol is used to place strategical value to the information. This technological applied research proposes developing the objective, creating a single data source based on the analytics of the BIG DATA concepts. As a result, it seeks to generate reports or managerial sights that support the decisions agreed with the necessities, facilitating the optimal allocation of resources to the different educational programs and projects. All that is based on the SI development rooted in the XP and APEX methodology as an RAP development tool where they dynamically interacted to develop SIADSE.Item Desarrollo de un prototipo para telecardiología como instrumento de ayuda al diagnóstico para su aplicación en zonas rurales(Universidad Santiago de Cali, 2019) Aguilar Caro, Carlos Andrés; Fajardo Barrero, JuanAs the health care industry needs extends across the length and breadth of different far zones, Information and communication technologies represents an alternative to on-side health care, allowing telemedicine to become key factor for health care using remote assistance. Telecardiology (join of telemedicine and cardiology) has been proved to be active and constant developed application, providing diagnostic services and monitoring patients with special health conditions. The main elements on the telecardiology include acquisition, processing and visualization components, whose has as a main goal to obtain the electrocardiographic signal directly from the patient for analysis. This research paper describes a telecardiology mobile prototype design as component of a telemedicine platform, taking as objective the potential application in rural areas of Meta department. Results present the data obtained by the designed mobile prototype and the telecardiology platform proposed. The signal is acquired, processed and transmitted to a central server, where is stored and used for analysis, showing the expected pattern and using small bandwidths to its transmission, less than 30 kbps per lead. By using this device and the associated components, it will be possible to count on a diagnostic tool for patients located in remote areas in Meta; Its use can be extend later on to other regions in the country where access is limited not only for doctors but also proper medical equipment.