Karla Olmos-Sánchez

Universidad Autónoma de Ciudad Juárez

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Jorge Rodas-Osollo

Universidad Autónoma de Ciudad Juárez

Alicia Jiménez-Galina

Universidad Autónoma de Ciudad Juárez

Aidé Aracely Maldonado-Macías

Universidad Autónoma de Ciudad Juárez

Alberto Ochoa Ortíz

Universidad Autónoma de Ciudad Juárez

Angélica Pérez Campos

Universidad Autónoma de Ciudad Juárez

Andrea Martínez-Pérez

Angélica Pérez-Campos

Universidad Autónoma de Ciudad Juárez

Luís Felipe Fernández

Institute of Engineering

Marlene Soltero-Romero

Universidad Autónoma de Ciudad Juárez

Luis Fernández Martínez

Universidad Autónoma de Ciudad Juárez

Cooperative Institutions

Universidad Autónoma de Ciudad Juárez

Universidad Autónoma de Ica

Software (Spain)

Tecnológico de Monterrey

Tecnológico Nacional de México

Instituto Tecnológico de Ciudad Madero

Universidade Federal do Ceará

Universitat Politècnica de Catalunya

Los Alamos National Laboratory

Institute of Engineering

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Improvement of the Optimization of an Order Picking Model Associated With the Components of a Classic Volkswagen Beetle Using an Ant Colony Approach

Advances in human resources management and organizational development book series (2019)

Jared Olmos Rogelio Florencia Francisco López-Ramos Karla Olmos-Sánchez

Warehouse operations, specifically order picking process, are receiving close attention of researches due to the need of companies in minimizing operational costs. This chapter explains an ant colony optimization (ACO) approach to improve the order picking process in an auto parts store associated with the components of a classic Volkswagen Beetle car. Order picking represents the most time-consuming task in the warehouse operational expenses and, according to the scientific literature, is becoming a subject matter in operational research. It implements a low-level, picker-to-part order picking using persons as pickers with multiple picks per route. The context of the case study is a discrete picking where users' orders are independent. The authors use mathematical modeling to improve de ACO metaheuristic approach to minimize the order-picking cost.

Order Picking

Ant colony

10.4018/978-1-5225-8131-4.ch010

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Citations (1)

Harmonization of Knowledge Representation: Integrating Systems thinking Ideas with Appropriate Domain Representation Strategies

Computación y Sistemas (2024)

Karla Olmos-Sánchez Jorge Rodas-Osollo Aidé Aracely Maldonado-Macías Alicia Jiménez-Galina

Harmonization

Representation

10.13053/cys-28-3-5174

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Knowledge Management for Informally Structured Domains: Challenges and Proposals

InTech eBooks (2017)

Karla Olmos-Sánchez Jorge Rodas-Osollo

Eliciting requirements of products or solutions in informally structured domains is a highly creative and complex activity due to the inherent characteristics of these domains, such as the great quantities of tacit knowledge used by domain specialists, the dynamic interaction between domain specialists and their environment in order to solve problems, the necessity of these solutions of products to be developed by teams of specialists and the asymmetry of knowledge between domain specialists and requirements engineers. The knowledge management discipline promotes an integrated approach in order to face these challenges; therefore, a strategy for addressing requirements elicitation that incorporates techniques and methods of this discipline has been proposed as a serious approach to deal with those challenges. The valuable results of the application of the strategy in real cases prove empirical insights about its utility.

Tacit Knowledge

10.5772/intechopen.70071

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Citations (6)

Helping organizations manage the innovation process to join the Cognitive era

Karla Olmos-Sánchez Jorge Rodas-Osollo

Introduction. Organizations are currently facing the need of incorporating solutions in cognitive computing and artificial intelligence to remind competitive. This new way on working based on evolutionary solutions promotes an innovation endless cycle that opens up new business growth opportunities. However, developing viable cognitive solutions requires establishing the cognitive foundations that will prevent these solutions from getting meaningless results. Purpose. To help organizations to join the cognitive age, especially those whose processes are not fully in the digital age. Approach. To use the Knowledge Management on a Systematic process for Requirements Engineering (KMoS-REload), in order to orchestrate a cognitive innovation endless cycle. Findings. KMoS-REload process was used in a freight company that needed to update its monitoring and routes management system. The results of this real application case give evidence of the usability of this process to identify the singular necessities of the organization in order to streamline their innovation processes through the gradual incorporation of cognitive solutions based on unified cognitive foundations. Originality. The innovation from a cognitive point of view, in its conception, in the use of intelligent applications and in the proposal of a process based on knowledge to carry it out.

Cognitive Computing

Fuzzy cognitive map

10.1109/conisoft50191.2020.00012

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Uso de KDSM para la Gestión de Conocimiento en el Ámbito de la TEC

Cultura Científica y Tecnológica (2022)

Angélica Pérez Campos Alicia Jiménez-Galina Jorge Rodas-Osollo Karla Olmos-Sánchez

Este artículo tiene como objetivo comunicar los resultados del uso de la metodología KDSM (Knowledge Management in Serial Measurements) para gestionar conocimiento proveniente de un estudio que emplea la Terapia Electro-Convulsiva (TEC) en 183 pacientes con diversos padecimientos psiquiátricos severos. La organización de la información de la TEC es singular, pues caracteriza cuantitativa y cualitativamente tanto al paciente como a la TEC misma, y además abarca medidas seriadas muy cortas y repetidas donde se ejerce un factor de bloque por parte del paciente y que representa el monitoreo de la evolución del mismo tras cada aplicación de un electrochoque (ES). La implementación de la metodología KDSM permite al especialista obtener conocimiento valioso que posibilita visualizar e interpretar la respuesta de los pacientes y la misma TEC y, a la postre, optimizar cada sesión de ES y consecuentemente minimizar los efectos secundarios, como lo es la pérdida de memoria.

10.20983/culcyt.2022.1.3.1

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A Strategy of Requirements Engineering for Informally Structured Domains

International Journal of Combinatorial Optimization Problems and Informatics (2016)

Karla Olmos-Sánchez Jorge Rodas-Osollo

Eliciting sufficient high-quality knowledge from individuals to build a robust and useful Artificial Intelligence or Intelligent System solution is a very time-consuming and expensive activity, especially in domains where the knowledge is informal, partial, incomplete, implicit, tacit and unstructured. Moreover, in order to develop a solution, a systematic way to incorporate the elicited knowledge into a specification is necessary. The goal of this thesis is to develop a strategy oriented to the transfer and transformation of knowledge with the aim of eliciting and structuring the most quantity of domain knowledge, either tacit or explicit; then incorporate it into a specification that covers the needs and expectations of domain specialists. The application of the strategy in real informally structured domain cases provides empirical insights about its usefulness and value.

Tacit Knowledge

Structuring

Explicit knowledge

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A Strategy to Requirements Engineering Based on Knowledge Management

Mexican International Conference on Computer Science (2013)

Karla Olmos-Sánchez Jorge Rodas-Osollo

In Informal Structured Domains not all concepts and their relations are formally defined, the most of the problems does not have algorithms to obtain solutions, and the domain specialists use large amounts of tacit knowledge to solve problems. These characteristics generate ambiguous, inappropriate and incomplete requirements that could increase the development time of a software system. In order to minimize these problems, we propose a Requirements Engineering strategy based on knowledge management. As a case study, the strategy was used to the development of a software system, which evaluates the cognitive impairment in patients with sclerosis multiple.

Tacit Knowledge

Domain engineering

10.1109/enc.2013.10

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Herramienta de Apoyo al Docente para la Evaluación y Comunicación del Aprendizaje de Alumnos

UACJ (2016)

Jorge Rodas-Osollo Karla Olmos-Sánchez Luis Felipe Fernández Martínez Hector Gonzalez Lisbeily Domínguez Ruvalcaba

The Public Education Secretariat (sep), pretends to introduce a new school document in order to report grades at the basic education level. This document will be a formal tool to help the teacher, to record levels of achievement proposed by sep. It was decided to create software to support teacher’s tasks: recording and reporting the academic progress of their students. The history of education in Mexico, especially in the twentieth century, recorded experimental methodologies, methods or procedures that pose models to improve academic performance (quality education) that gave rise to various educational policies, leading to the same education system to its current state. Thus, the monitoring of academic performance becomes very relevant and the current educational policy has a quantitative instrument in order to do this: the enlace test. However, a model that could “take the pulse” to academic performance needs qualitative factors that they must integrate for real impact on it. The qualitative factors that have been identified have not joined any explanatory model yet and certainly, there are still more factors that experts are not agreed to include them or not. It seems that everything is reduced to a mere inclusion of attributes, where combining qualitative and quantitative attributes plus specialists expertise it’s not an easy but a necessary task. And, it is said, “What cannot be measured cannot be improved.” The objective is to create a graphical prototype tool able to measure qualitative academic performance. Therefore, the academic performance is an attribute of interest consisting of a collection of factors that shape a set of learners within the basic education system.

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Towards Optimisation of Electroconvulsive Therapy with a Little Help from Knowledge Management

Advances in intelligent systems and computing (2021)

Jorge Rodas-Osollo Karla Olmos-Sánchez Alicia Jiménez-Galina Marlene Soltero-Romero Angélica Pérez-Campos

10.1007/978-3-030-89909-7_8

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PERTINENCIA DE LA FORMALIZACIÓN DE DOMINIOS SEMIFORMALMENTE DEFINIDOS EN EL ANÁLISIS INTELIGENTE DE DATOS

CULCyT: Cultura Científica y Tecnológica (2015)

Karla Olmos-Sánchez Jorge Rodas-Osollo Luís Felipe Fernández

Resumen Descubrir Conocimiento en Dominio Semi-Formalmente Definidos es un problema no trivial que generalmente requiere de soluciones de hechura a la medida, costosas y en las que se requiere invertir un tiempo considerable, cuando estas son encontradas. Lo anterior debido a las grandes cantidades de conocimiento tacito o implicito que dificulta la or ganizacion del conocimiento en una estructura que a yude a transitar de un estado a otro hasta alcanzar una so lucion. Es asi que el presente articulo somete a di scusion la pertinencia de llevar a cabo una caracterizacion, q uizas mediante la propuesta de una ontologia, que a yude a los buscadores de conocimiento a tener mayor clarid ad de la situacion que establezca la naturaleza del Problema que enfrentan y que les permitiria implementar una solucion que produjera resultados mas util es y significativos y, posiblemente, con un menor esfuer zo. Palabras clave: Analisis inteligente de datos, dominios semi-formal mente definidos.

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