
Jared D.T. Guerrero-SosaUniversity of Castilla-La Mancha · Department of Information Technologies and Systems
Jared D.T. Guerrero-Sosa
Maestro en Ciencias de la Computación
About
24
Publications
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Citations
Introduction
Publications
Publications (24)
This research introduces an innovative hybrid intelligence framework leveraging multimodal data to automate the evaluation of core soft skills, including decision-making, conflict resolution, and creativity. The model applies the principles of the Granular Linguistic Model of Phenomena (GLMP), a sophisticated method that delineates phenomena at var...
Disinformation has become an increasingly significant problem in today’s digital world, spreading rapidly across various multimedia platforms. To combat this issue, we propose a novel hybrid intelligence framework that combines the power of deep learning and fuzzy logic-based methods to detect multimodal disinformation content. The framework compri...
Academic bodies in Mexico play a crucial role in scientific and technological advancements, and their scientific production serves as vital evidence of their contribution. However, the records of these publications in bibliographic databases can be incomplete and inconsistent. This study proposes a methodology to evaluate the productivity, collabor...
This paper proposes a novel hybrid intelligence framework for multimodal fake content detection, which unifies deep learning and rule-based methods. The framework consists of two main components: multimodal feature analyzer and multimodal fake content detector. In the multimodal feature measurement step, we extract features from different modalitie...
The health crisis caused by SARS-CoV-2 has generated restrictions for reducing the number of infections, with social isolation being one of the main restrictions. Among the work centres whose staff has worked remotely are educational and research institutions. This work proposes a methodology for evaluating the production, at the national and insti...
En este trabajo se presentan los comportamientos y tendencias en la producción académica de profesores asociados a una universidad pública del sureste de México. Se empleó una aplicación propia que recopila y procesa la producción de los académicos publicada en Scopus. Para el análisis de la información se utilizaron técnicas de minería de datos pa...
Scientific collaborations have made important contributions to the scientific community. Various institutions have considered publications made by various authors as a fundamental element of the allocation of material and economic resources. Alliances between researchers can be arranged through the establishment of one or more agreements between th...
Purpose
This paper aims to propose a set of quantitative statistical indicators for measuring the scientific relevance of research groups and researchers, based on high-impact open-access digital production repositories.
Design/methodology/approach
An action research (AR) methodology is proposed in which research is associated with the practice; r...
La Ciencia Abierta tiene como objetivo incrementar el acceso a los trabajos científicos, tecnológicos, educativos y de innovación. Esta tarea ha sido posible gracias a los repositorios digitales y sus metadatos basados en estándares que facilitan la interoperabilidad. En México existe el repositorio nacional, compuesto por repositorios instituciona...
The principle of open science is to spread the knowledge generated by institutions and individuals in order to promote the development of society. In this sense, knowing the impact of research is an important aspect for any scientist and institution. Characterizing the dissemination of knowledge has traditionally been carried out through the citati...
Scientific collaborations have widely contributed to the scientific community. Several evaluating institutions consider this factor one of the most important for the allocation of resources and acknowledgments to researchers and research groups. This work proposes a methodology for the extraction of data associated with the scientific publications...
Los Sistemas de Inferencia Borrosa permiten modelar procesos complejos donde su característica principal es la incertidumbre o la imprecisión de los valores. Este tipo de sistemas emplea colecciones de reglas “Si-Entonces” que utilizan etiquetas lingüísticas para representar conceptos que no pueden tener un análisis cuantitativo preciso. En este ar...
This paper presents an analysis of scientific collaboration through graph theory, based on a previous study focused on the collaborative work of researchers within an institution. This proposal also exposes the representation of inter-institutional collaboration of research groups, combining graph theory and data mining. The state of the art relate...
The aim of this paper is to present the use of a document database for the storage of information related to scientific production, which can be retrieved through various digital repositories. In the introduction it is briefly presented what digital repositories of scientific production consist of. Then the methodology and its implementation are pr...
En muchas universidades mexicanas, grupos de profesores conforman cuerpos académicos con la finalidad de generar nuevos conocimientos con base en la colaboración de sus miembros. Estos cuerpos académicos son clasificados siguiendo criterios establecidos por el Programa para el Desarrollo Profesional Docente (Prodep). Sin embargo, su valoración pued...
Several institutions do scientific publications, which are used to know the academic and technological level of a teacher, a research group and the institution. In this article, the use of an ontological model is proposed for the representation of the relevance of the scientific production of the most important public university in the southeastern...
The objective of this work is to present a proposal for the use of graph theory for the representation of scientific collaboration in a Mexican educational institution based on the retrieval of data available in various repositories of scientific production considering the problem of the inconsistencies in the registry of the name of the authors. I...
En este trabajo se presentan las redes neuronales convencionales y sus principales problemas para trabajar con el almacenamiento del conocimiento previo, dando origen a las redes neuronales recurrentes. Se explica el modelo de red recurrente GRU y un ejemplo de su uso para otro modelo, seq2seq, para la conversión de nombres de investigadores de for...
The objective of this work is to present a proposal of a recommender system taking into account the scientific relevance of research groups and researchers by using indicators able to measure the productivity and impact of their publications. In the introduction, the related topics are presented, emphasizing the use of metadata, semantic textual si...
Objetivo: Este trabajo tiene como objetivo plantear una solución tec- nológica, la cual valore la calidad de un académico a través de la consulta de los metadatos de su producción académica y científica almacenada en uno o más repositorios digitales. Materiales y método: Se propone la “Investigación en acción”, asociando la investigación con la prá...
The creation of scientific communities, as well as using and spreading of digital repositories have allowed access to scientific research to be free for anyone. This paper analyzes the quality indicators of publications in a digital repository, which are focused in the publications that are produced for the members of any scientific community, cons...