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              <name>Title</name>
              <description>A name given to the resource</description>
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                  <text>Coronavirus</text>
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              <name>Description</name>
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                  <text>Dominio científico: Coronavirus</text>
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          <element elementId="50">
            <name>Title</name>
            <description>A name given to the resource</description>
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                <text>USE OF WEB 2.0 TOOLS BY POLISH HEALTH PORTALS</text>
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          <element elementId="39">
            <name>Creator</name>
            <description>An entity primarily responsible for making the resource</description>
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                <text>Magdalena Czerwinska</text>
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          <element elementId="41">
            <name>Description</name>
            <description>An account of the resource</description>
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                <text>The Internet, as a global, universal communication network, has become an important channel of information distribution. Currently, it has a very social character, thanks to the dissemination of Web 2.0 sites, which allow users to create and publish their own multimedia content. Web 2.0 technologies make it easier for users to communicate, create, collaborate and share information. They are widely available and are characterized by low costs of use. The article presents the results of research on the most popular Polish health websites. It was examined whether health services meet the requirements of Web 2.0 sites. The analysis is focused on the technological and social aspects. The COVID-19 pandemic lockdown in March and April 2020 in Poland was observed as having an influence on users and views of heath websites. The obtained results confirm the use of elements (both technological and social) by health services selected for research. However the usage of Web 2.0 technologies among websites varies.</text>
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            <name>Date</name>
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                <text>2020</text>
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            <name>Subject</name>
            <description>The topic of the resource</description>
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                <text>Health information, WEB 2.0, health2.0, Health websites</text>
              </elementText>
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            <name>Identifier</name>
            <description>An unambiguous reference to the resource within a given context</description>
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              <elementText elementTextId="51035">
                <text>10.35784/iapgos.2398</text>
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            <name>Source</name>
            <description>A related resource from which the described resource is derived</description>
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              <elementText elementTextId="51036">
                <text>Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska</text>
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          <element elementId="45">
            <name>Publisher</name>
            <description>An entity responsible for making the resource available</description>
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              <elementText elementTextId="51037">
                <text>Lublin University of Technology</text>
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          <element elementId="38">
            <name>Coverage</name>
            <description>The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant</description>
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                <text>Environmental sciences, Environmental engineering</text>
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              <name>Title</name>
              <description>A name given to the resource</description>
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                  <text>Agricultura sostenible</text>
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              <name>Description</name>
              <description>An account of the resource</description>
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                  <text>Dominio científico: Agricultura sostenible</text>
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            </element>
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      <name>Text</name>
      <description>A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text.</description>
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        <name>Dublin Core</name>
        <description>The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/.</description>
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            <name>Title</name>
            <description>A name given to the resource</description>
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                <text>Use of white sweet clover (Melilotus albus Medik.) as a green fertilizer, effect on soil conditions and productivity of subsequent cultivation</text>
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            <name>Creator</name>
            <description>An entity primarily responsible for making the resource</description>
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                <text>Laura Maria Celia Fontana, Néstor Juan, María de los Angeles Ruiz, Francisco J. Babinec</text>
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            <description>An account of the resource</description>
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                <text>El potencial productivo de muchos suelos de regiones semiáridas ha experimentado una significativa disminución debido a la creciente agriculturización, que implica ausencia de rotaciones de cultivos, insuficiente reposición de nutrientes y disminución de la materia orgánica (MO). La incorporación al suelo de cultivos como abono verde puede ser una herramienta para atenuar estos procesos. El objetivo del presente trabajo fue evaluar el efecto de la utilización de una leguminosa anual (Melilotus albus Medik.) como abono verde sobre las condiciones de fertilidad del suelo y la producción de materia seca (MS) y proteína bruta (PB) de los cultivos subsiguientes en suelos franco arenosos de fertilidad media (2,4% MO) típicos de la Región Semiárida Pampeana. Se compararon dos tratamientos, uno con leguminosa cortada simulando que fue comida por el ganado y otro con leguminosa enterrada contra un testigo sin leguminosa. Hubo un efecto positivo del abono verde sobre la producción de MS y PB del cultivo subsiguiente de centeno. Además, el nivel residual de nitratos en el suelo fue mayor en los tratamientos con abono verde que en el testigo. Estos nutrientes posiblemente sólo pudieron ser aprovechados parcialmente por el centeno, debido a limitaciones hídricas durante el ciclo de este cultivo. En cuanto al contenido de MO, no hubo diferencias entre tratamientos; esta falta de respuesta podría deberse a una baja tasa de descomposición del abono verde, o a que los nitratos liberados fueron lixiviados por las lluvias ocurridas en los meses de febrero y marzo. Las inconsistencias en los resultados obtenidos sugieren la necesidad de profundizar esta investigación, evaluando la tasa de descomposición del material incorporado, y llevando ensayos a suelos entisoles, de menor fertilidad, también muy comunes en la región.</text>
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            <name>Date</name>
            <description>A point or period of time associated with an event in the lifecycle of the resource</description>
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              <elementText elementTextId="172376">
                <text>2019</text>
              </elementText>
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          <element elementId="49">
            <name>Subject</name>
            <description>The topic of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="172377">
                <text>Centeno, Materia orgánica, fertilidad del suelo, producción de forraje</text>
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          </element>
          <element elementId="48">
            <name>Source</name>
            <description>A related resource from which the described resource is derived</description>
            <elementTextContainer>
              <elementText elementTextId="172378">
                <text>Semiárida</text>
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            </elementTextContainer>
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          <element elementId="45">
            <name>Publisher</name>
            <description>An entity responsible for making the resource available</description>
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              <elementText elementTextId="172379">
                <text>Universidad Nacional de La Pampa</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="38">
            <name>Coverage</name>
            <description>The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant</description>
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              <elementText elementTextId="172380">
                <text>Agriculture (General), Animal culture, Cattle</text>
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            </elementTextContainer>
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            <name>Relation</name>
            <description>A related resource</description>
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                <text>&lt;a href="https://cerac.unlpam.edu.ar/index.php/semiarida/article/view/3718" target="_blank" rel="noreferrer noopener"&gt;https://cerac.unlpam.edu.ar/index.php/semiarida/article/view/3718&lt;/a&gt;</text>
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            <element elementId="50">
              <name>Title</name>
              <description>A name given to the resource</description>
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                  <text>Coronavirus</text>
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              <name>Description</name>
              <description>An account of the resource</description>
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                  <text>Dominio científico: Coronavirus</text>
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    <itemType itemTypeId="1">
      <name>Text</name>
      <description>A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text.</description>
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    <elementSetContainer>
      <elementSet elementSetId="1">
        <name>Dublin Core</name>
        <description>The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/.</description>
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          <element elementId="50">
            <name>Title</name>
            <description>A name given to the resource</description>
            <elementTextContainer>
              <elementText elementTextId="81044">
                <text>Use of whole-genome sequencing to investigate a cluster of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infections in emergency department personnel.</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="39">
            <name>Creator</name>
            <description>An entity primarily responsible for making the resource</description>
            <elementTextContainer>
              <elementText elementTextId="81045">
                <text>Sarah N. Redmond, Lucas D. Jones, Jennifer L. Cadnum, Ernest R Chan, Maria E Navas, Nataliya M Kachaluba, Trina F Zabarsky, Davinder Bhullar, Peter A Zimmerman, Curtis J Donskey</text>
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            </elementTextContainer>
          </element>
          <element elementId="41">
            <name>Description</name>
            <description>An account of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="81046">
                <text>Several recent reports have raised concern that infected coworkers may be an important source of severe acute respiratory coronavirus virus 2 (SARS-CoV-2) acquisition by healthcare personnel. In a suspected outbreak among emergency department personnel, sequencing of SARS-CoV-2 confirmed transmission among coworkers. The suspected 6-person outbreak included 2 distinct transmission clusters and 1 unrelated infection.</text>
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            <name>Date</name>
            <description>A point or period of time associated with an event in the lifecycle of the resource</description>
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                <text>2021</text>
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          <element elementId="43">
            <name>Identifier</name>
            <description>An unambiguous reference to the resource within a given context</description>
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              <elementText elementTextId="81048">
                <text>10.1017/ice.2021.208</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="48">
            <name>Source</name>
            <description>A related resource from which the described resource is derived</description>
            <elementTextContainer>
              <elementText elementTextId="81049">
                <text>Infection control and hospital epidemiology</text>
              </elementText>
            </elementTextContainer>
          </element>
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  <item itemId="17858" public="1" featured="0">
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        <src>https://www.socictopen.socict.org/files/original/5fd3fc66463d00a77f71b085c54a20e4.pdf</src>
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          <name>Dublin Core</name>
          <description>The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/.</description>
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            <element elementId="50">
              <name>Title</name>
              <description>A name given to the resource</description>
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                  <text>Agricultura sostenible</text>
                </elementText>
              </elementTextContainer>
            </element>
            <element elementId="41">
              <name>Description</name>
              <description>An account of the resource</description>
              <elementTextContainer>
                <elementText elementTextId="88122">
                  <text>Dominio científico: Agricultura sostenible</text>
                </elementText>
              </elementTextContainer>
            </element>
          </elementContainer>
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      </elementSetContainer>
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    <itemType itemTypeId="1">
      <name>Text</name>
      <description>A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text.</description>
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    <elementSetContainer>
      <elementSet elementSetId="1">
        <name>Dublin Core</name>
        <description>The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/.</description>
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          <element elementId="50">
            <name>Title</name>
            <description>A name given to the resource</description>
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                <text>Use of X-ray to evaluate damage caused by weevils in cowpea seeds Utilização de raios X na avaliação de danos causados por caruncho em sementes de feijão-caupi</text>
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          <element elementId="39">
            <name>Creator</name>
            <description>An entity primarily responsible for making the resource</description>
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              <elementText elementTextId="150034">
                <text>Paulo César T de Melo, Roberto de A Melo, Victor Augusto Forti, Silvio M Cicero, Ana DLC Novembre</text>
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            <name>Description</name>
            <description>An account of the resource</description>
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                <text>In Brazil, the cowpea [Vigna unguiculata (L.) Walp], is important in the Northeast Region, where it is typically grown on family farms. The importance of the damage caused to the seed quality of this species by stored pests has been described in various studies. Using X-ray, it is possible to see the internal seed structures and identify possible changes and damage. The objective of this study was to identify the damage caused by the weevil [Callosobruchus maculatus (Fabr.)] by analyzing X-ray and evaluate its relationship to the physiological quality of the cowpea seed. Three cultivars were used (IPA-206, BRS-Pajeu and BRS-Potengi) and two lines (L 281.005 and L ESP 10). The samples were exposed to X-ray and germination test to determine the cause-effect relationship between weevil damage and seed germination. X-ray images were evaluated to determine damage severity and location in the seed. Seed damage classified as severe, located in the embryonic axis or in the cotyledons, resulted in abnormal seedlings or dead seeds. The X-ray test, therefore, is efficient for evaluating weevil damage in cowpea seeds and the damage caused to be associated with any resulting adverse germination effects.No Brasil, o feijão-caupi [Vigna unguiculata (L.) Walp], tem destaque na Região Nordeste, sendo uma cultura típica da agricultura familiar. A importância dos danos causados por pragas de armazenamento em sementes da referida espécie, em relação à sua qualidade, tem sido evidenciada em vários trabalhos. Através de imagens de raios X é possível visualizar as estruturas internas da semente, identificando possíveis alterações e danificações. Dessa forma, esse trabalho teve o objetivo de identificar os danos causados por caruncho (Callosobruchus maculatus) e sua relação com a qualidade fisiológica das sementes de feijão-caupi, por intermédio da análise de raios X. Foram utilizadas três cultivares (IPA-206, BRS-Pajeu e BRS-Potengi) e duas linhagens (L 281.005 e L ESP 10). As amostras foram submetidas ao teste de raios X e ao teste de germinação, a fim de determinar a relação de causa e efeito entre os danos provocados pelo caruncho e a germinação das sementes. Nas avaliações das imagens de raios X foi considerada a severidade e a localização dos danos na semente. Para os danos classificados como severos, localizados no eixo embrionário e, ou nos cotilédones, as sementes originaram plântulas anormais ou as sementes estavam mortas. Portanto, o teste de raios X é eficiente para a avaliação de danos causados por caruncho em sementes de feijão-caupi, permitindo relacionar os eventuais danos com os prejuízos causados à germinação.</text>
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            <name>Date</name>
            <description>A point or period of time associated with an event in the lifecycle of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="150036">
                <text>2010</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="49">
            <name>Subject</name>
            <description>The topic of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="150037">
                <text>Análise de imagens, Callosobruchus maculatus, Vigna unguiculata, danos internos, image analysis, internal damage</text>
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          <element elementId="43">
            <name>Identifier</name>
            <description>An unambiguous reference to the resource within a given context</description>
            <elementTextContainer>
              <elementText elementTextId="150038">
                <text>10.1590/S0102-05362010000400016</text>
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            <name>Source</name>
            <description>A related resource from which the described resource is derived</description>
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                <text>Horticultura Brasileira</text>
              </elementText>
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          <element elementId="45">
            <name>Publisher</name>
            <description>An entity responsible for making the resource available</description>
            <elementTextContainer>
              <elementText elementTextId="150040">
                <text>Associação Brasileira de Olericultura</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="38">
            <name>Coverage</name>
            <description>The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant</description>
            <elementTextContainer>
              <elementText elementTextId="150041">
                <text>Plant culture</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="46">
            <name>Relation</name>
            <description>A related resource</description>
            <elementTextContainer>
              <elementText elementTextId="150042">
                <text>&lt;a href="http://www.scielo.br/scielo.php?script=sci_arttext&amp;amp;pid=S0102-05362010000400016" target="_blank" rel="noreferrer noopener"&gt;http://www.scielo.br/scielo.php?script=sci_arttext&amp;amp;pid=S0102-05362010000400016&lt;/a&gt;</text>
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                <text>Silvia Lucía Mayanga-Sausa, Raúl Max Steve Guerra-Tueros, Daniel Alcides Lira-Villasante, Dayana Kim Pastor-Gutiérrez</text>
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                <text>In the current SARS-COV-2 pandemic, the choice of an imaging modality to aid diagnosis is based on the patient's clinical conditions, laboratory tests, and the availability of imaging equipment in health facilities. Tomography (CT) and chest radiography (CXR) are the most widely used imaging modalities; CXR, with less sensitivity than CT, is an accessible method, less expensive and less exposure to health personnel, its use is recommended in emergencies and in hospital services. The objective of the article is to guide decision-making to choose an imaging modality according to scenarios, taking into account its potential benefits and deepening in the description of the radiographic characteristics of suspected SARS-COV-2 infection that may serve in emergencies and we assess disease progression using a scoring system.</text>
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                <text>medical imaging, SARS-CoV-2, chest radiography</text>
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                <text>Revista de la Facultad de Medicina Humana</text>
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                <text>Universidad Ricardo Palma</text>
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                <text>Medicine, Medicine (General)</text>
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                  <text>Coronavirus</text>
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                  <text>Dominio científico: Coronavirus</text>
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                <text>User Perception on Key Performance Indicators in an In-Service Office Building</text>
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                <text>Teresa Pestana, Inês Flores-Colen, Manuel  Duarte Pinheiro, Seyed  Masoud Sajjadian</text>
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                <text>A holistic understanding of the correlations between supply and demand in buildings forms the basis for their performance assessment. This paper aims to reinterpret a set of Key Performance Indicators (KPIs) that influence users’ satisfaction from different perspectives. Fieldwork was carried out in an office building following a detailed review on KPIs by conducting user surveys. This study highlights the need to organize specific indicators to focus on the usability of workplaces and, where and when required, through an iterative process, understand the user perception of performance indicators in usage conditions. This methodology is applicable for organizations to understand the main existing in-service problems, and could improve the building’s performance over time. Survey results showed that hygiene was the most recognizable influence on users’ satisfaction and indoor air quality was the less well-known in the assessment results. User perception results can be compared to other office buildings results to benchmark good practices and should also be investigated for the post-COVID-19 period.</text>
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            <description>The topic of the resource</description>
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                <text>building performance, user perception, in-service buildings, indicators for assessment</text>
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                <text>10.3390/infrastructures6030045</text>
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                <text>Epidemiology and Health</text>
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                <text>Korean Society of Epidemiology</text>
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                <text>Technology</text>
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                  <text>Coronavirus</text>
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                  <text>Dominio científico: Coronavirus</text>
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                <text>User-Engagement Score and SLIs/SLOs/SLAs Measurements Correlation of E-Business Projects Through Big Data Analysis</text>
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                <text>Solomiia Fedushko, Yuriy Syerov, Tomas Peracek, Taras Ustyianovych</text>
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                <text>The Covid-19 crisis lockdown caused rapid transformation to remote working/learning modes and the need for e-commerce-, web-education-related projects development, and maintenance. However, an increase in internet traffic has a direct impact on infrastructure and software performance. We study the problem of accurate and quick web-project infrastructure issues/bottleneck/overload identification. The research aims to achieve and ensure the reliability and availability of a commerce/educational web project by providing system observability and Site Reliability Engineering (SRE) methods. In this research, we propose methods for technical condition assessment by applying the correlation of user-engagement score and Service Level Indicators (SLIs)/Service Level Objectives (SLOs)/Service Level Agreements (SLAs) measurements to identify user satisfaction types along with the infrastructure state. Our solution helps to improve content quality and, mainly, detect abnormal system behavior and poor infrastructure conditions. A straightforward interpretation of potential performance bottlenecks and vulnerabilities is achieved with the developed contingency table and correlation matrix for that purpose. We identify big data and system logs and metrics as the central sources that have performance issues during web-project usage. Throughout the analysis of an educational platform dataset, we found the main features of web-project content that have high user-engagement and provide value to services’ customers. According to our study, the usage and correlation of SLOs/SLAs with other critical metrics, such as user satisfaction or engagement improves early indication of potential system issues and avoids having users face them. These findings correspond to the concepts of SRE that focus on maintaining high service availability.</text>
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                <text>2020</text>
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            <name>Subject</name>
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                <text>Big Data, business plan, System Performance, real-time data analysis, educational web-projects, Application Performance Monitoring (APM)</text>
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            <name>Identifier</name>
            <description>An unambiguous reference to the resource within a given context</description>
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                <text>10.3390/app10249112</text>
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            <name>Source</name>
            <description>A related resource from which the described resource is derived</description>
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                <text>Epidemiology and Health</text>
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            <name>Publisher</name>
            <description>An entity responsible for making the resource available</description>
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                <text>Korean Society of Epidemiology</text>
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            <description>The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant</description>
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                <text>Biology (General), Chemistry, Engineering (General). Civil engineering (General), Technology, Physics</text>
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                  <text>Coronavirus</text>
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              <name>Description</name>
              <description>An account of the resource</description>
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                  <text>Dominio científico: Coronavirus</text>
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                <text>Uses and Resources of Technologies by Mathematics Students Prior to COVID-19</text>
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            <description>An entity primarily responsible for making the resource</description>
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                <text>Melchor Gómez-García, Hossein Hossein-Mohand, Juan  Manuel Trujillo-Torres, Hassan Hossein-Mohand, Moussa Boumadan-Hamed</text>
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            <description>An account of the resource</description>
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                <text>Digital competence in education includes, amongst other things, the ability to create and manage content and information, mastery of communication tools, and solving technological problems. The access to information and communication technologies (ICT) for educational purposes could have affected the academic performance of mathematics students prior to COVID-19. The objectives were to (1) analyze family and economic factors that could influence the use of ICT for educational purposes, and (2) determine what attributes of Melilla’s mathematics students could explain an additional variation in the use of ICT for academic purposes before COVID-19. A total of 2018 students at secondary schools in Melilla were included in this cross-sectional study. A validated questionnaire with 14 questions regarding ICT and its uses and resources in mathematics learning was administered to students. Statistical analysis revealed that 63.81% of students used ICT to study mathematics and 36.19% did not. Of this percentage, 30.22% failed mathematics and 68.43% reported that ICT does not help them improve their grades. The use of ICT to study mathematics was influenced by students’ perceptions of its usefulness for their academic performance and learning. We also found an association with educational level and time spent on the Internet.</text>
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                <text>2021</text>
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                <text>online education, emerging technologies, Academic performance, Mathematical Education, Educational Technologies, educational COVID-19 impacts</text>
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            <description>An unambiguous reference to the resource within a given context</description>
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                <text>10.3390/su13041630</text>
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            <description>A related resource from which the described resource is derived</description>
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                <text>Biotemas</text>
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                <text>Universidade Federal de Santa Catarina</text>
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            <description>The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant</description>
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              <elementText elementTextId="87362">
                <text>Environmental effects of industries and plants, Renewable energy sources, Environmental sciences</text>
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              <description>An account of the resource</description>
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                  <text>Dominio científico: Coronavirus</text>
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                <text>Using a rapid assessment methodology to identify and address immediate needs among low-income households with children during COVID-19</text>
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                <text>Shreela V. Sharma, Amier Haidar, Jacqueline Noyola, Jacqueline Tien, Melinda Rushing, Brittni M. Naylor, Ru-Jye Chuang, Christine Markham, Michael L. Goodman</text>
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            <description>An account of the resource</description>
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                <text>Objective Brighter Bites is a school-based health promotion program that delivers fresh produce and nutrition education to low-income children and families. Due to COVID-19-related school closures, states were under “shelter in place” orders, and Brighter Bites administered a rapid assessment survey to identify social needs among their families. The purpose of this study is to demonstrate the methodology used to identify those with greatest social needs during this time (“high risk”), and to describe the response of Brighter Bites to these “high risk” families. Methods The rapid assessment survey was collected in April 2020 across Houston, Dallas, Washington DC, and Southwest Florida. The survey consisted of items on disruption of employment status, financial hardship, food insecurity, perceived health status and sociodemographics. The open-ended question “Please share your greatest concern at this time, or any other thoughts you would like to share with us.” was asked at the end of each survey to triage “high risk” families. Responses were then used to articulate a response to meet the needs of these high risk families. Results A total of 1048 families completed the COVID-19 rapid response survey, of which 71 families were triaged and classified as “high risk” (6.8% of survey respondents). During this time, 100% of the “high risk” participants reported being food insecure, 85% were concerned about their financial stability, 82% concerned about the availability of food, and 65% concerned about the affordability of food. A qualitative analysis of the high-risk group revealed four major themes: fear of contracting COVID19, disruption of employment status, financial hardship, and exacerbated food insecurity. In response, Brighter Bites pivoted, created, and deployed a framework to immediately address a variety of social needs among those in the “high risk” category. Administering a rapid response survey to identify the immediate needs of their families can help social service providers tailor their services to meet the needs of the most vulnerable.</text>
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            <name>Date</name>
            <description>A point or period of time associated with an event in the lifecycle of the resource</description>
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              <elementText elementTextId="86828">
                <text>2020</text>
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            <name>Source</name>
            <description>A related resource from which the described resource is derived</description>
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              <elementText elementTextId="86829">
                <text>Epidemiology and Health</text>
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            <name>Publisher</name>
            <description>An entity responsible for making the resource available</description>
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                <text>Korean Society of Epidemiology</text>
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            <name>Coverage</name>
            <description>The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant</description>
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                <text>Science, Medicine</text>
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        <src>https://www.socictopen.socict.org/files/original/560b2f924377ef4452db162b91e262d8.pdf</src>
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            <element elementId="50">
              <name>Title</name>
              <description>A name given to the resource</description>
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                <elementText elementTextId="1">
                  <text>Coronavirus</text>
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              <name>Description</name>
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                  <text>Dominio científico: Coronavirus</text>
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      <name>Text</name>
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          <element elementId="50">
            <name>Title</name>
            <description>A name given to the resource</description>
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              <elementText elementTextId="55794">
                <text>Using a Text Mining Approach to Hear Voices of Customers from Social Media toward the Fast-Food Restaurant Industry</text>
              </elementText>
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          <element elementId="39">
            <name>Creator</name>
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              <elementText elementTextId="55795">
                <text>Wen-Kuo Chen, Dalianus Riantama, Long-Sheng Chen</text>
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          <element elementId="41">
            <name>Description</name>
            <description>An account of the resource</description>
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              <elementText elementTextId="55796">
                <text>Due to the COVID-19 pandemic, the sales of fast-food businesses have dropped sharply. Customer satisfaction has always been one of the key factors for the sustainable development of enterprises. However, in the fast-food restaurant business, gaining the knowledge of customer satisfaction is one of the critical tasks. Moreover, text reviews in social media have become one of important reference sources for customers’ decisions in buying services and products. Therefore, the main purpose of this study is to explore whether customer voices from social media reviews are different during the COVID-19 outbreak and to propose a new method to reduce interpersonal contact when collecting data. A text mining scheme which includes least absolute shrinkage and selection operator (LASSO) and decision trees (DT) are presented to discover the essential factors for customers to increase their satisfaction from unstructured online customer reviews. Finally, three real world review sets were employed to validate the effectiveness of the presented text mining scheme. Experimental results can help companies to properly adapt to similar epidemic situations in the future and facilitate their sustainable development.</text>
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            <name>Date</name>
            <description>A point or period of time associated with an event in the lifecycle of the resource</description>
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              <elementText elementTextId="55797">
                <text>2021</text>
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          <element elementId="49">
            <name>Subject</name>
            <description>The topic of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="55798">
                <text>text mining, Feature selection, customer satisfaction, online customer reviews</text>
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            <name>Identifier</name>
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              <elementText elementTextId="55799">
                <text>10.3390/su13010268</text>
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          </element>
          <element elementId="48">
            <name>Source</name>
            <description>A related resource from which the described resource is derived</description>
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                <text>Biotemas</text>
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          <element elementId="45">
            <name>Publisher</name>
            <description>An entity responsible for making the resource available</description>
            <elementTextContainer>
              <elementText elementTextId="55801">
                <text>Universidade Federal de Santa Catarina</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="38">
            <name>Coverage</name>
            <description>The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant</description>
            <elementTextContainer>
              <elementText elementTextId="55802">
                <text>Environmental effects of industries and plants, Renewable energy sources, Environmental sciences</text>
              </elementText>
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          </element>
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