In western cultures, when it comes to places of worship and liturgies, music, acoustics and architecture go hand in hand. In the present study, we aimed to investigate whether the emotions evoked by music are enhanced by the acoustics of the space where the music was composed to be played on. We explored whether the emotional responses of western naïve listeners to two vocal pieces from the Renaissance, one liturgical and one secular, convolved with the impulse responses of four Christian (...) temples from the United Kingdom, were modulated by the appropriate piece/space matching. In an alternative forced choice task where participants had to indicate their preference for the original recording of the piece (not convolved with any temple-like acoustics) vs. the convolved one, no significant differences were found. However, in the tasks where participants rated their emotional in response to each piece and acoustic condition, the factorial ANCOVA analyses performed on the results revealed significant effects. We observed that, across pieces and spaces, participants found the temple-like acoustics as more transcendent, compared to the acoustics of the original version of the pieces. In addition, they rated the secular piece as more tender and the liturgical piece as more expressive in its original versions, compared to the convolved ones. We conclude that the acoustic signature of the four Christian temples causes an exaltation of certain emotions on listeners, although this effect is not associated to one or another musical piece. (shrink)

Scientific-technological innovation (particularly in the field of transgenic foods and cloning), scientific journalism and public opinion all share a complex relationship. The rupture of internal consensus among the scientific community, the role played by scientific journalists as "mediators" and the differentiation between what can be referred to as the "informed public" or "epistemological leaders" and the rest of the population were the starting point for our research on the impact of news related to biotechnological advances. In this paper we will (...) show the principal characteristics of the discourse on this type of news among what we can call the "informed public". From there, we will establish a set of strategies for improving the level of scientific-technological alphabetisation in our complex societies. (shrink)

The objective of this study is to determine the contribution made by knowledge of letters, phonological awareness, phonological memory, and alphanumeric and non-alphanumeric rapid automatized naming at the ages of six and seven to the ability of Spanish children to read words at 7 years of age. A total of 116 Spanish-speaking school children took part in the study, from schools located in an average socio-cultural setting, without special educational needs. The reading ability of these pupils was evaluated at the (...) age of seven, and cognitive variables were assessed at 6 and 7 years of age. Descriptive-exploratory analyses, bivariate analyses, and multivariate regressions were performed. The results show that cognitive variables measured at these ages contribute differently to the ability to read words at 7 years of age. Rapid naming does not seem to influence word reading; knowledge of letters no longer influences word reading as children grow older; and phonological awareness and phonological memory maintain their contribution to the explanation of word reading. These results indicate that reading in Spanish depends on different cognitive variables and that this relationship varies according to age. The findings have key educational implications in terms of teaching reading skills and the prevention of specific learning difficulties in Spanish Primary Education. (shrink)

Este trabajo tiene como objetivo caracterizar el proceso de evaluación del aprendizaje del contenido estadístico en la carrera de Medicina. Los resultados obtenidos evidencian que el nivel de asimilación alcanzado por los estudiantes en muchas ocasiones es el reproductivo, lo que refleja la necesidad de seguir profundizando en los estudios de esta problemática. Issues related to the learning evaluation have been present throughout the teaching learning process history. The following research aims at characterizing the learning process of evaluation of the (...) statistical content in medicine. Results demonstrate that the assimilation level reached by students, on many occasions, is the reproductive one, as a need to deepen on methodology of the design of the system of evaluation of the statistical content learning in medicine. (shrink)

There can be no doubt that discrimination based on sex, race, ethnicity, religion or beliefs should not be tolerated in academia. Surprisingly, however, in recent years, policies of Diversity, Inclusion and Equity(DIE), officially introduced to counteract discrimination, have increasingly led to quite the opposite result: the exclusion of individuals who do not share a radical 'woke' ideology on identity politics (feminism, other gender activisms, critical race theory, etc.), and to the suppression of the academic freedom to discuss such dogmas. This (...) subversion of academia ― disguised Trojan-horse style as universal human rights advocacy ― is unacceptable because academia must be politically neutral and protect freedom of speech, a cornerstone of professional scholarly activity without which universities as we know them will slowly but surely suffocate. -/- Our purpose here is to put together some particularly illustrative cases of such repression in a single book, testifying to a ubiquitous trend within western culture, irreducible to a few isolated complaints. The essays contained here illustrate the abuse of power, censorship and witch-hunts at many universities and research centres in the name of DIE. -/- List of coauthors in alphabetical order: Dorian Abbot, Tomonori Agoh, Gerhard Amendt, Ivar Arpi, David Benatar, Peter Boghossian, Civitas Research Team, David Díaz Pardo de Vera, Pedro Domingos, Janice Fiamengo, Étienne Forest, Jorge Gibert Galassi, Norman Goldstuck, José L. González Quirós, Lawrence M. Krauss, Patrick LaBelle, Martín López Corredoira, Heather Mac Donald, Martin Malmgren, Erik. J. Olsson, Jordan Peterson, Constantin Polychronakos, Philip C. Salzman, Alessandro Strumia, Tom Todd, Andrei Yafaev. (shrink)

El artículo propone una contribución al debate contemporáneo sobre el futuro de la educación, enmarcado en las discusiones entre la escuela crítica de J. Habermas y el transhumanismo de S. Sorgner. Se somete a crítica, desde una perspectiva crítica y decolonial, los olvidos y omisiones de las condiciones materiales en las cuales se realizan las relaciones de enseñanza/aprendizaje. En términos metodológicos optamos por una hermenéutica crítica y democrática que nos permitió diseñar un cuadro propositivo de ‘Dimensiones de transformación’. Estas pueden (...) contribuir en la democratización y universalización de las educaciones futuras, a través de la definición de cuatro dimensiones claves: ‘Relaciones con la comunidad y la otredad’, ‘Saberes y sentires éticos y políticos’, ‘Inclusión de agentes invisibilizados’ y ‘Herramientas de transformación social’. (shrink)

How important is the influence of spatial acoustics on our mental processes related to sound perception and cognition? There is a large body of research in fields encompassing architecture, musicology, and psychology that analyzes human response, both subjective and objective, to different soundscapes. But what if we want to understand how acoustic environments influenced the human experience of sound in sacred ritual practices in premodern societies? Archaeoacoustics is the research field that investigates sound in the past. One of its branches (...) delves into how sound was used in specific landscapes and at sites with rock art, and why past societies endowed a special significance to places with specific acoustical properties. Taking advantage of the advances made in sound recording and reproduction technologies, researchers are now exploring how ancient social and sacred ceremonies and practices related to the acoustic properties of their sound environment. Here, we advocate for the emergence of a new and innovative discipline, experimental psychoarchaeoacoustics. We also review underlying methodological approaches and discuss the limitations, challenges, and future directions for this new field. (shrink)

AbstractŁukasiewicz implication algebras are {→,1}-subreducts of Wajsberg algebras (MV-algebras). They are the algebraic counterpart of Super-Łukasiewicz Implicational logics investigated in Komori, Nogoya Math J 72:127–133, 1978. The aim of this paper is to study the direct decomposability of free Łukasiewicz implication algebras. We show that freely generated algebras are directly indecomposable. We also study the direct decomposability in free algebras of all its proper subvarieties and show that infinitely freely generated algebras are indecomposable, while finitely free generated algebras can be (...) only decomposed into a direct product of two factors, one of which is the two-element implication algebra. (shrink)

AbstractŁukasiewicz implication algebras are the {→,1}-subreducts of MV- algebras. They are the algebraic counterpart of Super-Łukasiewicz Implicational Logics investigated in Komori (Nogoya Math J 72:127–133, 1978). In this paper we give a description of free Łukasiewicz implication algebras in the context of McNaughton functions. More precisely, we show that the |X|-free Łukasiewicz implication algebra is isomorphic to \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$${\bigcup_{x\in X} [x_\theta)}$$\end{document} for a certain congruence θ over the |X|-free MV-algebra. As corollary we (...) describe the free algebras in all subvarieties of Łukasiewicz implication algebras. (shrink)

La filosofía latinoamericana de la educación presenta historias, autores, diálogos y temáticas escasamente estudiadas en los círculos filosóficos y educativos tradicionales. Este artículo busca poner de relieve parte de su historia, con el fin de posicionar alcances críticos desde sus fuentes tradicionales y desarrolladores actuales, hacía una renovación de la problemática educativa. En una revitalización del problema filosófico latinoamericano, que lo asocia al cuestionamiento por el quehacer democrático de las instituciones educativas, y su vínculo con las exigencias decoloniales. La investigación (...) busca construir una línea temática que incurra en el cuestionamiento de la relación entre saberes, comunidades e instituciones, como forma de dimensionar y juzgar el espacio de la democracia y la colonialidad. (shrink)

Este artículo presenta una lectura crítica de la filosofía de Enrique Dussel, donde se consideran los quiebres y continuidades de su proyecto ético temprano y maduro. El objetivo de la investigación es explorar y exponer el pensamiento del autor en relación con las problemáticas, críticas y polémicas que presenta. Para esto se esclarecen las posiciones éticas y políticas tempranas de su filosofía, la atingencia de la crítica de Horacio Cerutti, la estructura de la ética madura, el debate con Karl-Otto Apel, (...) la estructura de la política de la liberación y la crítica de Santiago Castro-Gómez. El texto presenta una lectura secular y crítica de una de las filosofías de la liberación más relevantes en Latinoamérica. (shrink)

There can be no doubt that discrimination based on sex, race, ethnicity, religion or beliefs should not be tolerated in academia. Surprisingly, however, in recent years, policies of Diversity, Inclusion and Equity (DIE), officially introduced to counteract discrimination, have increasingly led to quite the opposite result: the exclusion of individuals who do not share a radical 'woke' ideology on identity politics (feminism, other gender activisms, critical race theory, etc.), and to the suppression of the academic freedom to discuss such dogmas. (...) This subversion of academia — disguised Trojan-horse style as universal human rights advocacy — is unacceptable because academia must be politically neutral and protect freedom of speech, a cornerstone of professional scholarly activity without which universities as we know them will slowly but surely suffocate. Our purpose here is to put together some particularly illustrative cases of such repression in a single book, testifying to a ubiquitous trend within western culture, irreducible to a few isolated complaints. The essays contained here illustrate the abuse of power, censorship and witch-hunts at many universities and research centres in the name of DIE. List of coauthors in alphabetical order: Dorian Abbot, Tomonori Agoh, Gerhard Amendt, Ivar Arpi, David Benatar, Peter Boghossian, Civitas Research Team, David Díaz Pardo de Vera, Pedro Domingos, Janice Fiamengo, Étienne Forest, Jorge Gibert Galassi, Norman Goldstuck, José L. González Quirós, Lawrence M. Krauss, Patrick LaBelle, Martín López Corredoira, Heather Mac Donald, Martin Malmgren, Jordan Peterson, Constantin Polychronakos, Erik. J. Olsson, Philip C. Salzman, Alessandro Strumia, Tom Todd, Andrei Yafaev. (shrink)

El filósofo mexicano Emilio Uranga (1921-1988) es recordado por su Análisis del ser del mexicano (1952) y por su labor como periodista político y asesor de López Mateos, Díaz Ordaz, Echeverría y López Portillo. Es posible tender un puente entre los dos aspectos, gracias a su concepción ontologizante de la Revolución Mexicana, leitmotiv de su producción teórica.

Résumé Nous posons dans cet article que l’humour dans le discours publicitaire est un mécanisme privilégié de la communication multicanale et plurisémiotique pour transformer le discours marchand en pratique communicationnelle agissante. Dans son rapport à une normativité donnée comme potentiellement divergente, il est mobilisé dans le double objectif de construire un ethos décalé, identifiable et mémorisable pour le locuteur-annonceur, et de produire du plaisir intellectuel pour susciter la connivence du récepteur, qui devient ainsi co-énonciateur. Est alors interrogée la sémiosis de (...) ce discours publicitaire dont chaque élément est porteur de signification aux yeux du récepteur lors de l’acte d’énonciation. Par la lecture connivente que le processus induit, l’acte humoristique comme acte de parole du côté de la production vise ensuite à s’actualiser en acte d’achat proprement dit du côté de la réception. (shrink)

Analysis of the pastoral visits effected in the Diocese of Cartagena during Modern Age. With the purpose of verifying that it was what actually arrived to the parishes of the Diocese of al1 the program to conciliate proposed in Trento in 1573, the pastoral visits are analized, which were considered an important mechanism of social control. In addition, it is studied the application of the "tridentinos" decrees in the bishopric, the instructions given for the accomplishment of the pastoral visits, and (...) the conferences done to the parishes of Murcia. It concludes that, within the trentinas arrangements, the pastoral sight was a clear manifestation of the power and control in the ecclesiastic hierarchy of the parochial life in al1 its aspects, including the protagonists: the clergy and the staunch. (shrink)

In this paper, we examine the legal case involving the Court of Arbitration of Sport, the Union of European Football Associations, and the Turkish team Eskişehirspor to analyze the leg...

Reflection on the development of bioethics in pharmaceutical professional organizations. Professional excellence Reflexão sobre o desenvolvimento da Bioética nas organizações profissionais farmacêuticas. A excelência profissional For some years, the collegiate organizations of the pharmaceutical profession are being challenged, not only by external agents, but also by the professionals themselves. There is a certain criticism in the response, especially in aspects that have to do with the role they must play in the development and activity of professional practice, in their domestic, (...) external and internal purposes and in the characteristics they must possess as organizations in service of these professionals and society. We understand that the development, revision and updating of Bioethics, as well as training in this field in professional organizations, contributes to that transcendent excellence in the profession, provokes a real knowledge of it in all its dimensions and with the power to act in total freedom from threats or internal or external restrictions. Para citar este artículo / To reference this article / Para citar este artigo Centenera-Jaraba JI, López-Guzmán J. Reflexión acerca del desarrollo de la bioética en las organizaciones profesionales farmacéuticas. La excelencia profesional. Pers Bioet. 2019; 23: 49-63. DOI: https://doi.org/10.5294/pebi.2019.23.1.4 Recepción: 15/02/2018 Aceptación: 16/04/2019. (shrink)

This paper addresses a variant of the job shop scheduling problem with total tardiness minimization where task durations and due dates are uncertain. This uncertainty is modelled with intervals. Different ranking methods for intervals are considered and embedded into a genetic algorithm. A new robustness measure is proposed to compare the different ranking methods and assess their capacity to predict ‘expected delays’ of jobs. Experimental results show that dealing with uncertainty during the optimization process yields more robust solutions. A sensitivity (...) analysis also shows that the robustness of the solutions given by the solving method increases when the uncertainty grows. (shrink)

Uno de los componentes más importantes del proceso de enseñanza-aprendizaje de los estudios de Arquitectura Técnica es la realización de un proyecto final que aglutina todos los conocimientos y competencias desarrollados en las diferentes disciplinas que configuran el Plan de Estudios. El objetivo de esta propuesta es visualizar la evolución del proceso de enseñanza y aprendizaje en el Proyecto Fin de Grado en los estudios de Arquitectura Técnica e Ingeniería de Edificación de la Universidad de Burgos, mostrando las diferentes adaptaciones (...) de los contenidos y la tipología elegida para su desarrollo. (shrink)

The article presents a set of articles on the present and projection of the scholastic tradition. The starting point is the anthropological turn that, within scholasticism and at the beginning of the fourteenth century, privileged the study of ethics, law and politics and, consequently, the forced development of a moral theology concerned with the human coexistence. The second scholasticism, prolonging this tradition throughout the 16th and 17th centuries, could not remain oblivious to the implications of the profound changes that were (...) taking place: the Discovery of America, the Protestant Reformation, the development of a commercial proto-capitalism and the strengthening of the monarchies. As the Reformation was consolidated in a good part of the European territories, intellectual borders were raised between the various confessions. However - and this is the focus of the papers presented - these borders were porous and, despite the climate of confrontation, various indirect communication channels managed to maintain a single intellectual republic. (shrink)

Introduction: Resilience is a multidimensional and dynamic construct associated with positive growth and the capacity to transform stressful and negative factors into opportunities of personal development and self-improvement when faced with difficult experiences. The resilience process of each individual integrates multiple analysis levels, which range from genetic-environmental interactions to a complex process of adaptation between the individual and his/her family, friends, co-workers, society, and culture.Objective: To determine whether resilience improves in students of occupational therapy when exposed for the first time (...) to practice placement education.Methodology: Quasi-experimental, prospective, observational, multi-center study with a sample composed of students from the Degree of Occupational Therapy of the public universities of Málaga and Castilla-La Mancha. Two weeks prior to the beginning of the practice education period, the participants completed a questionnaire that included sociodemographic data and the area of their internships. They were also given the Spanish version of the Connor-Davidson's resilience scale. All these instruments were also completed 1 week after the end of the clinical practice.Results: There were statistically significant differences between the variables that make up resilience and the different internship areas. On the other hand, there was a significant improvement of global resilience after the clinical practice period, in both women and men, when the internship area was not considered.Conclusions: The results show that resilient students are more optimistic and work to improve a situation beyond doing simply what is expected of them, knowing how to control their feelings. This is beneficial for students in practice education, since, during these, they face difficult situations that require a resilient pattern, which helps reduce stress and the burnout syndrome. (shrink)

Esta obra colectiva expone diversas concepciones teóricas, ontológicas, epistemológicas, axiológicas y prácticas sobre el origen, sentido, problemáticas, ventajas, detrimentos, alternativas y desafías de la filosofía de la innovación y su incidencia en la educación; reflexiona sobre las contribuciones de la tecnología y responde a interrogantes como: ¿Cuáles son los aporte de la tradición filosófica, del pensamiento ilustrado, de la postmodernidad y de la teoría crítica para la filosofía de la innovación educativa?; ¿Cuál es la función de la filosofía para la (...) comprensión de la innovación?; ¿Cómo se explica el progreso tecno-científico desde la epistemología contemporánea?; ¿Cuál es el componente pedagógico de la innovación?; ¿Cuáles son las aportaciones del Laudato Si para la innovación educativa?. Además, plantea la necesidad de repensar algunos aspectos relacionados con la educación, el Estado y la identidad latinoamericana para determinar las posibilidades, las limitaciones y los retos de la innovación, entendida como un fenómeno en permanente construcción. Este tomo se encuentra conformado por ocho capítulos en los que los autores formulan un conjunto de contribuciones para la generación de nuevas investigaciones. Además, evidencia a la innovación como un procesos que exige reformulaciones. La innovación sigue siendo una de las tareas pendientes de la filosofía. (shrink)

Academic achievement is a factor of interest in both psychology and education. Determining which factors have a negative or positive influence on academic performance has produced different investigations. The present study focuses on analyzing the relationship between resilience, emotional intelligence, self-concept and the academic achievement of university students. For this purpose, different self-report tools were administered to a sample of 1,020 university students from Southern Spain. The Structural Equation-based mediational analysis suggests that there is no direct relationship between resilience and (...) academic achievement, nor between emotional intelligence and academic achievement. Likewise, self-concept is positioned as a mediating factor in the relationship between resilience and academic achievement. The findings indicate that university students who exhibit high levels of resilience tend to cope better with difficult moments and understand and value the effort required and invested in study time. This study supports positive beliefs and behaviors for better academic achievement. (shrink)

Adults (more than 18 years old) are likely to reproduce the habits that they acquired during childhood and adolescence (from 6 to 16 years old). For that reason, teachers and parents have the responsibility to promote an active and healthy lifestyle in children and adolescents. Even though every school subject should promote healthy activities, Physical Education (PE) is the most important subject to foster well-being habits associated to healthy lifestyle during sport practice and other kinds of active tasks. Indeed, there (...) are many factors that influence the acquisition of healthy habits that should be taken into account when programs and activities are implemented in both educational and extracurricular context. In this sense, psychological and social factors are of utmost importance to achieve optimal experiences for an active and healthy lifestyle. However, due to the myriad of studies analyzing different factors in different contexts, there could be confusion when programs and pedagogical strategies are applied in educational or extracurricular contexts. The objective of this investigation is to analyze the state of art of the psychosocial factors which influence the engagement in physical activities and sport practice. The keywords used in this review were mainly: ‘Self-Determination Theory’, ‘motivation’, ‘Psychological need satisfaction, ‘physical activity and sport engagement’, ‘Elementary Education’, ‘Secondary Education’, ‘Physical Education’. The articles were selected according to the following criteria: (a) peer-reviewed original research published in international journals indexed in JCR or SJR, (b) published in English or Spanish, (c) about psychosocial factors which influence the physical activity and sport engagement, (b) in educational or extracurricular context. Research articles selected were found through nine databases. It was observed that physical activities and sport practice engagement are closely related to psychological factors. In particularly, intrinsic motivation was able to determine the active participation in any activity, including physical activity and sport practice during the implementation of Small-Sided Games and other kinds of pedagogical strategies (e.g., Pedagogical Models). Motivation was also closely related to flow state. Finally, these variables should be considered in order to organize effective programs to promote an active and healthy lifestyle in Physical Education classes. (shrink)

Altruism and solidarity are concepts that are closely related to organ donation for transplantation. On the one hand, they are typically used for encouraging people to donate. On the other hand, they also underpin the regulations in force in each country to different extents. They are often used indistinctly and equivocally, despite the different ethical implications of each concept. This paper aims to clarify to what extent we can speak of altruism and solidarity in the predominant models of organ donation. (...) It also raises the ethical question of whether these categories are adequate as a basis for such models, bearing in mind that organs are a scarce resource and that a shortage of them may mean that fewer lives are saved or improved. (shrink)

RESUMEN El presente texto expone los resultados de un estudio prospectivo, del tipo de intervención comunitaria aplicado en la Clínica Estomatológica Docente La Vigía, provincia Camagüey, con el objetivo de instrumentar una estrategia educativa en pacientes con bruxismo y disfunción temporomandibular en el período de enero de 2017 a enero de 2018. Se diseñó y aplicó una estrategia educativa según la metodología utilizada por la Maestría Nacional de Educación para la salud. Predominó el sexo femenino y las edades comprendidas entre (...) los 24 y 29 años, así como el nivel escolar universitario. Al finalizar la intervención, el nivel de conocimientos fue evaluado de bueno en casi todos los pacientes, la apertura bucal limitada, el dolor muscular y articular aparecieron en menos de la mitad de los individuos; el nivel de satisfacción respecto a la intervención fue alto. Se concluyó que la estrategia generó un impacto positivo en los pacientes estudiados. ABSTRACT The present text exhibits the results of a pilot study, of the type of community intervention applied in the Dentistry University Clinic La Vigía, Camagüey province, with the objective to arrange an educational strategy in patients with bruxism and temporomandibular dysfunction in the period from January, 2017 until January, 2018. It was designed and applied an educational strategy as the methodology used by the National Mastery of Education for the health. It predominated over the feminine sex and the ages understood between 24 and 29 years, as well as over the university school level. On having finished the intervention, the knowledge level was evaluated of good in almost all the patients, the limited mouth opening, the muscular pain and to articulate appeared in less than half of the individuals; the satisfaction level with regard to the intervention was high. It was concluded that the strategy generated a positive impact in the studied patients. (shrink)

The study of these fundamental questions, which were in part already addressed in a first monographic section dedicated to Ḥasdai Crescas in the last issue of this journal, is expanded in its perspective and scope by the articles contained in this second dossier.

Proponemos una teoría estética basada en un enhebrado cronotópico del discurso creativo que replantea las lógicas de constitución del sujeto. Tomamos como hilo conductor la película La voz de la luna (La voce della Luna, 1990) de Federico Fellini, cuyo surrealismo, lejos de suponer una construcción al azar de un relato, revela una sofisticada narrativa desde lo circunstancial (y no desde el sujeto o el objeto). Es aquí donde confluimos con las tesis más radicales de Antonin Artaud y su proyecto (...) político basado en el teatro de la crueldad y la reificación del fragmento-órgano. Concluimos con un alegato por una narración vital, que trascienda la obra, disipe la posición del sujeto en la misma (lo que Jacques Derrida denomina Forcener le subjectile) para que el sentido de la humanidad, en lo ínfimo y fragmentado, trasparezca. (shrink)

La Cátedra de Historia Naval, impulsada por la Armada Española y la Universidad de Murcia, tiene entre sus objetivos investigar y difundir la Historia y el Patrimonio Naval y Marítimo. Con objeto acercar el conocimiento científico y la información divulgativa versada en esta materia al usuario, nuestra institución no se limita a utilizar los canales clásicos de comunicación como pueden ser los artículos y las monografías, entre otros, sino que, en su apuesta por las Humanidades Digitales, hace un uso pro-activo (...) de un blog y de unos perfiles en las redes sociales que, aparentemente, nos hacen contactar con el lector virtual de manera eficaz. Con el objetivo de seguir mejorando, a través del presente trabajo se analizan qué temas han suscitado un mayor interés entre los lectores de nuestras herramientas sociales, a través del estudio de las publicaciones de nuestra bitácora 2.0 y del reflejo de éstas en nuestra página en Facebook. La respuesta nos ayudará a conocer mejor los intereses y necesidades de información de los usuarios y, consecuentemente, podremos seguir perfeccionando los puentes digitales que hemos tendido entre ellos y la Historia y del Patrimonio Naval y Marítimo. (shrink)

The Air Quality Index (AQI) shows the state of air pollution in a unique and more understandable way. This work aims to forecast the AQI in Algeciras (Spain) 8 hours in advance. The AQI is calculated indirectly through the predicted concentrations of five pollutants (O3, NO2, CO, SO2 and PM10) to achieve this goal. Artificial neural networks (ANNs), sequence-to-sequence long short-term memory networks (LSTMs) and a newly proposed method combing a rolling window with the latter (LSTMNA) are employed as the (...) forecasting techniques. Besides, two input approaches are evaluated: using only the data from the own time series of the pollutant in the first case or adding exogenous variables in the second one. Several window sizes are employed (24, 28 and 72 hours) with ANNs and LSTMNAs. Additionally, several feature ranking methods are applied in the exogenous approach to select the most relevant lagged variables to feed the models. Results show how the proposed exogenous approach increases the performance of the prediction models. Besides, the newly proposed method LSTMNA provides the best performances in most of the cases evaluated. Hence, it constitutes an exciting alternative to standard LSTMs and ANNs to predict pollutants concentrations and, consequently, the AQI. (shrink)