Ingeniería Telemática
URI permanente para esta colecciónhttp://hdl.handle.net/11349/2085
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Ítem Aplicación web para la visualización científica de información sobre estrategias de enseñanza y su relación con los resultados de aprendizaje(Universidad Distrital Francisco José de Caldas) Guzmán Moya, Daniela Alejandra; Becerra Bocanegra, Jefferson Iván; Wanumen Silva, Luis Felipe; Wanumen Silva, Luis Felipe [0000-0002-8877-5681]In today’s educational landscape, higher education institutions face the challenge of effectively analyzing and visualizing learning outcomes to enhance the quality of teaching and student performance. This project aims to develop a scientific visualization system that facilitates the comprehensive, collaborative, and dynamic management of learning outcomes in relation to teaching methods. The proposed solution focuses on creating an interactive data visualization system that allows for the discrimination of information from different perspectives using precise and intuitive statistical graphics. The project addresses the need for specialized tools capable of handling the complexity of educational data, overcoming the lack of data analysis training among teachers and administrators, and ensuring the security and privacy of information. Through the implementation of customization options, comparative time-based visualization mechanisms, and real-time updates, the system will enable educational institutions to identify relevant patterns and trends, improve informed decision-making, and promote educational equity. Ultimately, this scientific visualization system aims to align learning outcomes with international standards, improve educational quality, and support academic cooperation at both national and international levels.Ítem Estudio comparativo y aportes de los algoritmos de Machine Learning aplicados a los procesos de contratación en QABejarano Velandia, David Santiago; González Lizarazo, David Stevens; Rodríguez Rodríguez, Jorge EnriqueThis study comprehensively compares different machine learning algorithms to assess their applicability in Quality Assurance (QA) contracting procedures. The evaluated algorithms encompass Nearest Neighbors, Linear SVM, Radial SVM, Gaussian Process, Decision Tree, Neural Network, Logistic Regression, Naive Bayes, and QDA. Following the Knowledge Discovery Database (KDD) process, the methodology includes a diverse set of evaluation metrics such as F1-Score, recall, accuracy, and AUC-ROC, as well as learning curves, boundary maps, confusion matrices, Matthews Correlation Coefficient (MCC), and complexity curves. According to the Gartner Magic Quadrant assessment, the results suggest that Neural Network, QDA, and Gaussian Process models exhibit strong performance and thorough evaluation, making them optimal for the case study presented in the paper. In contrast, Nearest Neighbors and Linear SVM models are considered suboptimal, indicating an opportunity to explore the reasons behind their behavior in the case study and how to modify them for improved results. The other algorithms also present various possibilities for adaptation to the current case study, either as models with limited analysis or as imprecise models that can offer valuable insights for future work on optimizing them more effectively. This study significantly contributes to advancing machine learning applications in recruitment procedures.Ítem Minería de datos al sistema de información de resultados de aprendizaje del Proyecto Curricular Sistematización de Datos por Ciclos Propedéuticos(Universidad Distrital Francisco José de Caldas) González Peña, Ever Esteeven; Vásquez Díaz, Jhon Alexander; Wanumen Silva, Luis Felipe; Wanumen Silva; Luis Felipe [0000-0002-8877-5681]In the context of the curricular project "Sistematización de Datos por Ciclos Propedéuticos" of the Facultad Tecnológica of the Universidad Distrital Francisco José de Caldas, this degree project focuses on the application of data mining as a key tool to improve the quality of education. The curricular project is distinguished by presenting learning results, which constitute a fundamental element in the training of future professionals. This project aims to analyze the intrinsic relationship between students' dedication to learning and the results obtained in an effort to identify risks and develop mitigation strategies for academic problems. As the curriculum project seeks to evolve and adapt to changing demands, this initiative becomes a significant step towards data-driven decision making. The essence of this research lies in the ability to use concrete data to optimize the training of future professionals of the curricular project. The methodology is based on data extraction, processing and analysis, and makes use of the versatility of Python and its libraries as the main tool. The results obtained will not only directly influence the training of students, but will also contribute to the continuous development and improvement of the quality of the academic program.Ítem Análisis de los patrones de diseño disponibles para la implementación de aplicaciones en Xamarin(Universidad Distrital Francisco José de Caldas) Gómez Bello, Edwin Norbey; Leguizamón Páez , Miguel Ángel; Miguel Angel, Leguizamón Páez [0000-0003-0457-0126]This article explores how Xamarin simplifies cross-platform mobile app development and highlights the importance of design patterns in tackling modern software challenges. As demand grows for adaptable, high-performing apps, Xamarin empowers developers to create seamless solutions for iOS, Android, and Windows using C#. The text introduces key design patterns like MVVM, Singleton, and Dependency Injection, showing how they reduce complexity, boost code reuse, and improve maintainability. It also discusses the transition to .NET MAUI, the next-generation framework built on Xamarin’s foundation, offering enhanced performance and flexibility. A practical example demonstrates the MVVM pattern in a task list app, illustrating how design patterns solve real-world problems. By focusing on efficient resource management and scalable design, this article provides actionable insights to overcome challenges in cross-platform development, ensuring robust and maintainable applications.Ítem Chatbot para la comunicación y divulgación de los servicios de los portales interactivos de la localidad de Ciudad Bolívar(Universidad Distrital Francisco José de Caldas) Mora Daza, Michael Alexander; Gutierrez Palacios, Jorge Aurelio Arturo de la Montaña; Pinzón Nuñéz, Sonia Alexandra; Pinzón Nuñéz, Sonia Alexandra [0000-0003-0746-0598]Currently, the interactive portals of the town of Ciudad Bolívar have a portfolio of services that allow the community to obtain the possibility of training in different disciplines related to the use and appropriation of tics, although the dissemination and call for participation and registration are It made it difficult since the communication channels between the community and the portals limited the publication of brochures, banners, posters or word of mouth. This project aims to describe the development process of a Chatbot that allows the community of the town of Ciudad Bolívar to have a tool to interact and take advantage of all the services and benefits offered by interactive portals in an intuitive way and within reach of a mobile device. or computer where they can access a chat, through the integration of Artificial Intelligence technologies currently offered by platforms such as WhatsApp Business and Facebook Messenger. As a result of this project, a chatbot was obtained that responds to the need of the community of Ciudad Bolívar for the ease of consultation of its users about the courses and services, information about registrations and frequently asked questions of the community, also with the transcription voice and text of the chatbot to help the social integration of people with visual limitations.Ítem Creación de prototipo de modelo telemático para la gestión y monitoreo de rutas en tiempo real en Colombia(Universidad Distrital Francisco José de Caldas) Flechas Torralba, Brayan Camilo; Martinez Pajarito, Karen Johana; Leguizamón Páez, Miguel Ángel; Leguizamón Páez, Miguel Ángel [0000-0003-0457-0126]This project involves the creation of a telematic model prototype that enables real-time route management and monitoring in Colombia. This initiative aims to provide logistics companies with innovative tools to optimize their operations and improve strategic decision-making. The proposed solution will facilitate the identification of more efficient routes, reduce operational costs, and increase reliability in relationships with suppliers. By implementing this model, it is expected that companies will be able to meet their delivery deadlines more effectively, contributing to a significant improvement in customer satisfaction. Furthermore, this development is aligned with the trends of Logistics 4.0, which promote the use of advanced technologies in transportation. The integration of telematics allows for the utilization of devices that provide precise and up-to-date information about the status of shipments and the location of vehicles. The implementation of this prototype represents a step towards the modernization and digitalization of logistics in Colombia, aligning with the principles of sustainability and efficiencyÍtem Prototipo de sistema telemático de control de acceso con reconocimiento facial para la Facultad Tecnológica de la Universidad Distrital Francisco José de Caldas(Universidad Distrital Francisco José de Caldas) Salamanca Ayala, Ginna Paola; Hilarión Ávila, Diego Alejandro; Leguizamón Páez, Miguel AngelThe Francisco José de Caldas District University in its Technological Faculty is an educational institution which receives high demand from people, both students and teaching and administrative staff. The Faculty has daytime, nighttime and weekend hours, so it is important for the University to have control of the people who enter the institution. This control currently depends on the security personnel hired by the University and the identification system that It must be carried out compulsorily to have access to the facilities of the Technological Faculty and other faculties. Therefore, it is identified that, since the entry and exit of the institutional body to the Faculty depends on human perception, there is no precision in the identification of people and in some cases there is no interest in the people who have access actually entering. Therefore, the prototype of the planned telematic access control system with facial recognition will contribute to the problem of access control to this faculty.Ítem Implementación del sistema de gestión de eventos y seguridad de la información (SIEM) haciendo uso de la herramienta Wazuh para la empresa Delta a Salud S.A.S BICHurtado Lozano, Óscar Javier; García Rivera, Cristian Javier; Leguizamón Páez, Miguel Ángel; David, Botero VegaDelta A Salud SAS BIC, a leading company in comprehensive medical auditing and oversight services in the social health security sector, faces significant challenges in managing its technological infrastructure. Despite its commitment to ethics, quality, and service, and having ISO 27001 certification, current security analysis and event correlation procedures are performed manually. This situation limits the company's ability to obtain a broad and real-time view of the state of its technological infrastructure, due to both budget constraints and the limited time available for the technology staff. As Delta A Salud SAS BIC grows and expands its operations, the amount of sensitive and critical data it handles also increases, making it more vulnerable to potential cyber threats and malicious attacks. Manual security protocols increase the risk of cyberattacks, vulnerability, and response times to security incidents, while also hindering the correlation of events for the detection and identification of attack patterns. To address these challenges, the implementation of the SCRUM methodology is proposed for the development of the internship, structured into five phases: project planning, integration of the SIEM Wazuh with authorized infrastructure, optimal configuration of the SIEM, effectiveness testing of the SIEM, and documentation and training of personnel. The goal is to implement and configure a hybrid infrastructure with a central Wazuh server and agents installed on the company's devices, protecting this infrastructure through specific security measures. The execution of this project allows Delta A Salud SAS BIC to improve threat and vulnerability detection, optimize the response to security incidents, and train its personnel in the proper use of the SIEM system. This seeks to reduce cyber risks and strengthen information security within the company.Ítem Análisis y validación de los procesos en las bibliotecas de la Universidad Distrital Francisco José de Caldas haciendo uso del marco de referencia COBIT 19Arias Castañeda, Amanda Lucero; Riaño Moreno, Cristian David; Leguizamón Paez, Miguel AngelCurrently, the libraries of the Universidad Distrital Francisco José de Caldas do not have a structured framework for the administration of information technologies. This has had a negative impact on the efficiency of services. This situation is reflected in long response times and inadequate management of IT resources, generating dissatisfaction among users. The project proposes the design of an improvement proposal for IT processes in libraries, using the COBIT 19 framework. The initiative focuses on analyzing current processes to identify strengths, weaknesses and opportunities for improvement, in order to design specific recommendations to optimize IT processes, with the aim of improving efficiency, resource management and service quality in libraries.Ítem Plantillas para la Automatización de la Infraestructura Tecnológica en la Nube de AWS para Startups (CloudFlex)Campos Pérez, Alvaro José; Morales Oyala, Danny Alexander; Leguizamon Paez, Miguel AngelThe project focuses on facilitating the implementation and management of cloud infrastructure on Amazon Web Services (AWS) for startups through the creation of automated templates, this work aims to address the challenges that emerging companies face when manually configuring their technological environments, optimizing the process to reduce errors and improve both operational efficiency and scalability of their systems, tools such as Terraform and Docker are used, integrated under a DevOps practices approach and following the agile Scrum methodology, the project organizes activities into sprints, covering tool configuration, container creation, and the implementation of continuous integration and delivery pipelines, with recommendations to maximize resource utilization, reduce costs, and ease the adaptation of this solution for future startups, overall, this work offers an accessible and efficient tool that enables startups to manage their cloud infrastructure in an automated and standardized way.Ítem Sistema de gestión automatizado para la gestión de planes de trabajo realizados en las consejerías del proyecto curricular de Ingeniería en Telemática(Universidad Distrital Francisco José de Caldas) Segura Bolaños, Paola Andrea; González herrera, Simón; Wanumen Silva, Luis Felipe; Wanumen Silva, Luis Felipe [0000-0002-8877-5681]In a constantly evolving academic environment, such as that which characterizes higher education today, it is essential to have accurate and timely information that allows informed decisions to be made and to improve the quality of services offered to students. In this context, the importance of the guidance and academic support provided to the students of the technological faculty of the District University through its counseling is recognized. These entities play a crucial role in student success, providing support, advice and monitoring throughout their academic career. To optimize the management and use of this valuable resource, a project to collect and systematize the counseling area of the technological faculty of the District University is proposed. The systematization of information is understood as a strategic tool that will allow collecting, organizing and analyzing relevant data about counseling activities, student achievements, areas of improvement and other factors influencing academic performance and student well-being. This project is conceived as a significant step towards improving the attention and support that the faculty provides to its students. Through this project, an academic data management system is proposed that shows the results of the counseling carried out, providing counselors with tools to offer more personalized and effective support to the students of the faculty. In addition, the systematization of data will allow a more precise evaluation of the effectiveness of counseling policies and programs, contributing to the increase in the number of graduates and technological advancement in the Technological Faculty of the District University.Ítem Prototipo de asistente académico inteligente para la atención de dudas del proyecto curricular de Tecnología en Sistematización de Datos e Ingeniería en Telemática(Universidad Distrital Francisco José de Caldas) Alape Ávila, Cristian Leonardo; León Ibagón, John Fredy; Wanumen Silva, Luis Felipe; Wanumen Silva, Luis Felipe [0000-0002-8877-5681]The development of the present project “Prototype of Intelligent Academic Assistant for the Attention of Doubts of the Curricular Project of Technology in Data Systematization and Telematics Engineering”, is carried out as support for the attention of procedures by students in the coordination of the curricular project. The main characteristic of this tool is to facilitate the resolution of concerns about procedures that students have, providing clear and concise answers, which allows a timely solution in the management and execution of administrative processes. For the analysis of the problem presented, it is justified through an interview with the professional and administrative support assistant of the curricular project. In general, the current management of procedures and the conflicts that have arisen for their timely attention are analyzed, mainly the lack of reading by students and the number of requests received in the curricular project. During the development of the tool, a prior analysis was carried out of the technologies necessary to achieve the objective, technologies for the communication channels and AI training, the assignment of activities for the design, the training of the model and the integration with WhatsApp. Taking into account the tests carried out and the set of results obtained, a successful result was achieved in the training and a high percentage of coherence in the answers to the questions that were tested, thus fulfilling the objectives initially proposed.Ítem Aplicación web para la gestión de notificaciones y alertas de correo y mensajería push, basado en la integración de servicio Azure en un programa de educación superior(Universidad Distrital Francisco José de Caldas) Rozo Brijaldo, Andrés Felipe; Cortes Poveda, Andrés Felipe; Pinzón Núnez , Sonia Alexandra; Pinzón Núnez, Sonia Alexandra [0000-0003-0746-0598]The Universidad Francisco José de Caldas is facing a growing challenge in the area of communication and information management. The excess of irrelevant emails, the lack of organization and prioritization of information, and the difficulty in finding crucial data on dates and academic processes, are generating problems such as the saturation of inboxes, the loss of important information and the affectation of user productivity. To address these problems, we propose the implementation of a centralized and efficient information management system that will allow students of the Data Systematization Technology and Telematics Engineering program to access relevant information in an organized and timely manner. The proposed system will be based on a centralized web platform that will serve as a repository of all relevant information for the program, including important dates, academic processes, news and events. The information will be organized in a clear and logical manner, using categories and filters that facilitate the search for specific data. In addition, an email prioritization system will be implemented to highlight crucial information and personalized notifications will be set up to alert students of relevant events. For the development of the system, an agile methodology, such as Scrum, will be used to allow flexible adaptation to the changes and needs of the project. The methodology will be characterized by defined stages of planning, design, development, testing, implementation, monitoring and evaluation. Regarding the technological tools, tools such as: Angular, Azure, HTML5, JavaScript and Google will be used to facilitate the development and maintenance of the web application, a relational database to store the system information and project management tools for task management, assignment of responsibilities and progress monitoring. Within the modules that were developed, it will be possible to customize the emails that you want to receive in order to have better control and priority over these and the dates of importance for each user.Ítem Desarrollo de una infraestructura de red para la plataforma de laboratorios virtuales(Universidad Distrital Francisco José de Caldas) Jimenez Rozo, July Tatiana; Vásquez Villalba, Andrés Camilo; Rodríguez Guerrero, Rocío; Rodríguez Guerrero,In our degree project, we developed and implemented a network infrastructure for a robust and scalable virtual classroom platform, aiming to provide an innovative technological tool for education. Rigorous methodologies were adopted, including information gathering, problem definition, implementation, and evaluation of the platform, using a top-down approach for network design and the scrum methodology for agile development. The need for a technological tool for distance learning and collaboration between teachers and students was identified, establishing clear and measurable objectives. The project's scope was defined, and its technical, economic, and operational feasibility was assessed. The platform underwent extensive testing in various environments, yielding highly satisfactory results and formulating valuable recommendations for its implementation, thereby achieving the development of a network structure model capable of hosting a virtual classroom platform deployable in different settings.Ítem Sistema de dispensación para mejorar la eficiencia en la entrega de medicamentos(Universidad Distrital Francisco José de Caldas) Espinosa, Andrea; Espinosa, Jimena; Ardila Sanchez, Ismael AntonioThe dispensing of medicines in Colombia faces significant challenges that affect the availability and accessibility of treatments for patients. Lack of inventory in pharmacies generates loss of time and concern for users, which can result in delays in the initiation of treatment or interruptions in treatment. To address this problem, we propose the development of a system to improve the dispensing of medicines, offering the possibility of reserving medicines when they are not available in pharmacies and providing real-time information on their location. This system will be designed taking into account the SCRUM methodology, which includes planning, analysis, design, implementation and testing stages. The objective is to create a friendly and attractive interface for users, thus guaranteeing an optimal experience and facilitating access to the necessary treatments.Ítem Sistema de gestión automatizado sobre las didácticas al interior del proyecto curricular de Sistematización de Datos(Universidad Distrital Francisco José de Caldas) Martinez Ramirez, Rafael Andres; Angel Rojas, Yeimy Katherin; Wanumen Silva, Luis Felipe; Wanumen Silva, Luis Felipe [0000-0002-8877-5681]In this project we wish to implement an iterative platform of different modules specialized in the management and manipulation of data from different fields referring to the processes developed at the Francisco José de Caldas District University, where benefits will be generated from the transformation in the education used in traditional way that currently does not meet the requirements of young people for higher technological studies, as proposed by the project, motivating the innovation of strategies from engineeringÍtem Sistema de información para la gestión de los contenidos programáticos de los proyectos curriculares de Tecnología en Sistematización de Datos e Ingeniería en Telemática(Universidad Distrital Francisco José de Caldas) Chaparro Flautero, Julian Mateo; Muñoz Vargas, Deisy Paola; Wanumen Silva, Luis Felipe; Wanumen Silva, Luis Felipe [0000-0002-8877-5681]The project focuses on the development of a Programmatic Content Management System for the Data Systematization and Engineering program at the Universidad Distrital Francisco José de Caldas. This system provides a digital platform that enables efficient digitization of programmatic content, facilitating the creation, editing, and importation of these materials. Additionally, it offers the functionality to export programmatic content in PDF format, providing users with a versatile tool for comprehensive management of the study plans within the program. The Programmatic Content Management System represents an innovative solution to optimize the process of managing academic content at the Universidad Distrital. By providing an intuitive interface and digitization and exportation functionalities, the system promotes accessibility in managing the study plans of the Data Systematization and Telematics Engineering curriculum projects. This project aims to enhance the experience of students, professors, and university administrators by offering a comprehensive tool for organizing and disseminating programmatic content.Ítem Sistema web para la captura de resultados de aprendizaje(Universidad Distrital Francisco José de Caldas) Aza Poveda, Santiago; Rodriguez Vanegas, Juan Sebastian; Wanumen Silva, Luis Felipe; Wanumen Silva, Luis Felipe [0000-0002-8877-5681]This project addresses the need to develop a web information system to evaluate the skills acquired by students in the curricular programs of Data Systematization Technology and Telematics Engineering of the Technological Faculty of the Universidad Francisco José de Caldas. With the purpose of guaranteeing educational quality and complying with the requirements of the Ministry of Education, the creation of a web application that allows students to interact and demonstrate their skills, as well as to generate reports to support decision-making in the coordination of the curricular project is proposed. The general objective is to develop a platform that facilitates the collection of qualitative data on student learning and skills, with specific objectives that include the implementation of a system for capturing qualitative assessments and the design of a module for data presentation and reporting. This project seeks to improve the treatment of academic information and contribute to the accreditation process of the programs offered by the universityÍtem Modelo de gestión de riesgos de seguridad digital en un escenario del posconflicto en Colombia(Universidad Distrital Francisco José de Caldás) Numpaque Gambasica, Henry; Ospina Castañeda, Jennifer; Castillo Hernández, Jairo Ernesto [0000-0002-4278-8161]The main objective of this article is to present an example of the application of the digital security risk management model for the Special Jurisdiction for Peace (SJP), which is framed in a post-conflict scenario in Colombia, after the signing of the final peace agreement. In order to develop this reflective article, information is collected from the Bsides Colombia 2019 event, conference cycles framed in La Seguridad soy ¡YO! 9.0 -organized by the Presidency of the Republic- and the analysis of some documents related to digital security. At the end of the application exercise, this document shows part of the results of the treatment of security risk management in the SJP, in order to make all managers of information systems, communications or computer services aware of the importance of the correct management of information assets in the Entity.Ítem Sistema telemático para apoyar la toma de decisiones en la liga de tiro con arco - BowmotionGaviria Guio, Camilo Ernesto; Leguizamón Páez, Miguel Ángel; Leguizamón Páez,Miguel Ángel [0000-0003-0457-0126]This paper describes the creation of a telematics solution that aims to provide a solution to the current problem to improve the posture, grip and tension of the bow in archery. For the creation, technologies such as .NET, Xamarin, C#, HTML, CSS, JavaScript, as well as a BLE sensor and Azure cloud infrastructure are used, these together with the mobile application allow to collect and process information from athletes and then, through the web portal visualize it and use it in the decision making of the league. With this solution, it is expected to improve the capture of information and decision making regarding the performance of archery athletes.