13 research outputs found

    Clustering Cities over Features Extracted from Multiple Virtual Sensors Measuring Micro-Level Activity Patterns Allows One to Discriminate Large-Scale City Characteristics

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    The impact of micro-level people’s activities on urban macro-level indicators is a complex question that has been the subject of much interest among researchers and policymakers. Transportation preferences, consumption habits, communication patterns and other individual-level activities can significantly impact large-scale urban characteristics, such as the potential for innovation generation of the city. Conversely, large-scale urban characteristics can also constrain and determine the activities of their inhabitants. Therefore, understanding the interdependence and mutual reinforcement between micro- and macro-level factors is critical to defining effective public policies. The increasing availability of digital data sources, such as social media and mobile phones, has opened up new opportunities for the quantitative study of this interdependency. This paper aims to detect meaningful city clusters on the basis of a detailed analysis of the spatiotemporal activity patterns for each city. The study is carried out on a worldwide city dataset of spatiotemporal activity patterns obtained from geotagged social media data. Clustering features are obtained from unsupervised topic analyses of activity patterns. Our study compares state-of-the-art clustering models, selecting the model achieving a 2.7% greater Silhouette Score than the next-best model. Three well-separated city clusters are identified. Additionally, the study of the distribution of the City Innovation Index over these three city clusters shows discrimination of low performing from high performing cities relative to innovation. Low performing cities are identified in one well-separated cluster. Therefore, it is possible to correlate micro-scale individual-level activities to large-scale urban characteristics.This work would not have been accomplished without the financial support of CONICYT-PFCHA/DOCTORADO BECAS CHILE/2019-21190345. The last author received research funds from the Basque Government as the head of the Grupo de Inteligencia Computacional, Universidad del Pais Vasco, UPV/EHU, from 2007 until 2025. The current code for the grant is IT1689-22. Additionally, the author participates in Elkartek projects KK-2022/00051 and KK-2021/00070. The Spanish MCIN has also granted the author a research project under code PID2020-116346GB-I00

    Non-Intrusive Assessment of COVID-19 Lockdown Follow-Up and Impact Using Credit Card Information: Case Study in Chile

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    In this paper, we propose and validate with data extracted from the city of Santiago, capital of Chile, a methodology to assess the actual impact of lockdown measures based on the anonymized and geolocated data from credit card transactions. Using unsupervised Latent Dirichlet Allocation (LDA) semantic topic discovery, we identify temporal patterns in the use of credit cards that allow us to quantitatively assess the changes in the behavior of the people under the lockdown measures because of the COVID-19 pandemic. An unsupervised latent topic analysis uncovers the main patterns of credit card transaction activity that explain the behavior of the inhabitants of Santiago City. The approach is non-intrusive because it does not require the collaboration of people for providing the anonymous data. It does not interfere with the actual behavior of the people in the city; hence, it does not introduce any bias. We identify a strong downturn of the economic activity as measured by credit card transactions (down to 70%), and thus of the economic activity, in city sections (communes) that were subjected to lockdown versus communes without lockdown. This change in behavior is confirmed by independent data from mobile phone connectivity. The reduction of activity emerges before the actual lockdowns were enforced, suggesting that the population was spontaneously implementing the required measures for slowing virus propagation.This work has the support of CONICYT-PFCHA/DOCTORADO BECAS CHILE/2019-21190345. This work has been partially supported by FEDER funds through the MINECO project TIN2017-85827-P. This project has received funding from the European Union’s Horizon 2020 research and innovation program under the Marie Sklodowska-Curie grant agreement No 777720. Instituto Milenio para la Investigacion Imperfecciones de Mercado y Politicas Publicas IS130002

    Relación de los centros educativos de enseñanza secundaria con el entorno en Iberoamérica

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    La presente aportación recoge la visión de 46 especialistas de trece países iberoamericanos sobre las formas de entender y promover la relación de los centros educativos con el entorno. Situados en la enseñanza secundaria (y en la franja de edad de 15 a 18 años), se trata de delimitar la manera cómo se conecta la vida interna y la vida externa del centro educativo, presentando los modelos que se utilizan, las estrategias de intervención y las experiencias más significativas en cada uno de los países. Las aportaciones no buscan tanto revisar la vinculación de los centros educativos entre sí como de analizar fundamentalmente las vinculaciones con la comunidad y las organizaciones que acoge (asociaciones, empresas, organizaciones gubernamentales o no gubernamentales significativas,…). Al respecto, una parte de los escritos recogen experiencias y estrategias que concretan la relación que estudiamos. Esperamos sea así un apoyo para los estudiosos de la temática, pero también aporte contenidos que ayuden a los directivos a mejorar su gestión de las relaciones externas. La orientación de los escritos al análisis organizativo y a la función de los directivos como promotores de las relación con la comunidad tiene que ver con las finalidades y objetivos de la RedAGE; también con el convencimiento por parte de los que escriben que la ordenación que se haga del contexto de intervención y la actuación de los directivos es fundamental para obtener y mantener las respuestas más idóneas a las exigencias del medio socio-cultural-económico. Su realización se vincula al encuentro de especialistas de la RedAGE realizado en el mes de marzo de 2013 en La Paz. Allí, los representantes de las organizaciones miembro presentaron y debatieron, durante el mismo, documentos sobre la temática de la vinculación escuela y entorno, en sus respectivos países, que constituyen la base sobre la que se han realizado las aportaciones definitivas que recoge el presente texto. Se cubre así y de nuevo un propósito fundamental de la Red AGE, como es el de fomentar el intercambio de experiencias, la promoción del conocimiento sobre administración y gestión educativa y la reflexión sobre la práctica de la gestión. La finalidad última es la de mejorar el funcionamiento de los centros educativos (y, a través de ellos, de los sistemas educativos), procurando sean de calidad y un instrumento para el cambio profesional y social

    The Helicobacter pylori Genome Project : insights into H. pylori population structure from analysis of a worldwide collection of complete genomes

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    Helicobacter pylori, a dominant member of the gastric microbiota, shares co-evolutionary history with humans. This has led to the development of genetically distinct H. pylori subpopulations associated with the geographic origin of the host and with differential gastric disease risk. Here, we provide insights into H. pylori population structure as a part of the Helicobacter pylori Genome Project (HpGP), a multi-disciplinary initiative aimed at elucidating H. pylori pathogenesis and identifying new therapeutic targets. We collected 1011 well-characterized clinical strains from 50 countries and generated high-quality genome sequences. We analysed core genome diversity and population structure of the HpGP dataset and 255 worldwide reference genomes to outline the ancestral contribution to Eurasian, African, and American populations. We found evidence of substantial contribution of population hpNorthAsia and subpopulation hspUral in Northern European H. pylori. The genomes of H. pylori isolated from northern and southern Indigenous Americans differed in that bacteria isolated in northern Indigenous communities were more similar to North Asian H. pylori while the southern had higher relatedness to hpEastAsia. Notably, we also found a highly clonal yet geographically dispersed North American subpopulation, which is negative for the cag pathogenicity island, and present in 7% of sequenced US genomes. We expect the HpGP dataset and the corresponding strains to become a major asset for H. pylori genomics

    Phylogenetic evaluation of taxonomic definition of didelphid mouse opossum of the genus Thylamys from valleys of Coquimbo region, Chile

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    Boric-Bargetto, Dusan, Zúñiga-Reinoso, Álvaro, Cancino, Ricardo A., González-Acuña, Daniel, Rodríguez-Serrano, Enrique, Palma, R. Eduardo, Hernández, Cristián E. (2016): Phylogenetic evaluation of taxonomic definition of didelphid mouse opossum of the genus Thylamys from valleys of Coquimbo region, Chile. Zootaxa 4105 (4): 339-352, DOI: 10.11646/zootaxa.4105.4.

    Molecular phylogenetics of mouse opossums: new findings on the phylogeny of Thylamys (Didelphimorphia, Didelphidae)

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    The mouse opossums of the genus Thylamys constitute a group of species mainly adapted to open xeric-like habitats and restricted to the southern portion of South America. We used molecular data (mitochondrial and nuclear sequences) to evaluate the phylogenetic and biogeographical relationships of all currently known living species of the genus, recognizing a new taxon from the middle and high elevations of the Peruvian Andes and evaluating the phylogenetic structuring within T. pallidior and T. elegans, as well as the validity of T. sponsorius, T. cinderella and T. tatei, and the haplogroups recognized within T. pusillus. Our results confirm the monophyly of the genus and that the Caatinga and the Cerrado inhabitants Thylamys karimii and T. velutinus are the most basal species in the radiation of Thylamys. We also calibrated a molecular clock which hypothesized a time of origin of the genus of about 24 My, with most species differentiating in middle and late Miocene and Plio-Pleistocene times of South America.Fil: Palma, R. Eduardo. Pontificia Universidad Católica de Chile; ChileFil: Boric Bargetto, Dusan. Universidad de Concepción; ChileFil: Jayat, Jorge Pablo. Universidad Nacional de Chilecito; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaFil: Flores, David Alfredo. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Fundación Miguel Lillo; ArgentinaFil: Zeballos, Horacio. Centro de Investigación para la Promoción de los Pueblos; PerúFil: Pacheco, Victor. Universidad Nacional Mayor de San Marcos; PerúFil: Cancino, Ricardo A.. Pontificia Universidad Católica de Chile; ChileFil: Alfaro, Fernando D.. Pontificia Universidad Católica de Chile; ChileFil: Rodríguez Serrano, Enrique. Universidad de Concepción; ChileFil: Pardiñas, Ulises Francisco J.. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico. Instituto de Diversidad y Evolución Austral; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentin

    Next steps to advance general physical activity recommendations towards physical exercise prescription: a narrative review

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    Physical inactivity is a major health concern, associated with the development of several non-communicable diseases and with an increased mortality rate. Therefore, promoting active lifestyles has become a crucial public health necessity for enhancing overall health and quality of life. The WHO guidelines for physical activity (PA) present valuable contributions in this respect; however, we believe that greater specificity should be added or complemented towards physical exercise (PE) testing, prescription and programming in future recommendations. In this review article, we suggest simple and practical tools accessible to the entire population to improve the specificity of this approach, highlighting aspects of PE programming used by trained subjects. By adopting these suggestions, exercise professionals, clinicians and physical trainers can optimise the current general PA recommendations towards PE prescription to improve fitness status and encourage PE adherence in the general population

    Bolivia y las implicaciones geopolíticas del golpe de Estado

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    El golpe de noviembre de 2019 en el Estado Plurinacional de Bolivia puso en duda el protagonismo del soft-power, para colocarnos frente a un golpe de Estado que guarda similitudes con aquellos perpetrados en los años 60 y 70 del siglo pasado. Esta obra colectiva parte de la tesis compartida de que la estrategia golpista multidimensional en Bolivia se articula por causas geopolíticas y tiene impactos geopolíticos. Los textos académicos y ensayos elaborados desde diversos ángulos de análisis, se unen bajo el paraguas de la certeza de que Bolivia es un territorio, pueblo y proyecto clave en la reconfiguración geopolítica de un capitalismo en crisis. Los textos que conforman esta obra ofrecen un panorama esclarecedor a contrapelo de las narrativas que justifican y naturalizan la usurpación del poder
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