{"id":7189,"date":"2020-07-15T13:23:05","date_gmt":"2020-07-15T13:23:05","guid":{"rendered":"https:\/\/infocov.uniri.hr\/multilayer-framework-for-the-information-spreading-characterization-in-social-media-during-the-covid-19-crisis-infocov\/"},"modified":"2020-11-08T01:51:40","modified_gmt":"2020-11-08T01:51:40","slug":"multilayer-framework-for-the-information-spreading-characterization-in-social-media-during-the-covid-19-crisis-infocov","status":"publish","type":"post","link":"https:\/\/infocov.uniri.hr\/hr\/multilayer-framework-for-the-information-spreading-characterization-in-social-media-during-the-covid-19-crisis-infocov\/","title":{"rendered":"Vi\u0161eslojni okvir za karakterizaciju \u0161irenja informacija putem dru\u0161tvenih medija tijekom krize COVID-19"},"content":{"rendered":"<p>Dru\u0161tvene mre\u017ee preuzimaju informacijski prostor u suvremenom dru\u0161tvu do te mjere da postaju najzastupljeniji mediji putem kojih se \u0161ire obavijesti. Napisi se u njima pojavljuju i \u0161ire velikom dinamikom, a obiluju raznovrsnim informacijama nejednake kvalitete: pozitivan ili negativan osobni stav ima jednake prilike za \u0161irenje kao i informacija, pa i dezinformacija (engl. <em>fake news<\/em>). Analiza i detekcija kvalitete informacija u kriznim situacijama, kakva je i pandemija bolesti COVID\u201119, mo\u017ee pomo\u0107i u ubla\u017eavanju straha i neizvjesnosti te osna\u017eivanju odgovornoga individualnog i grupnog pona\u0161anja u dru\u0161tvu. Ra\u010dunalna analiza prirodnoga jezika svojom metodologijom nudi mogu\u0107nost istra\u017eivanja takvih velikih skupova tekstualnih podataka. Metodom vi\u0161eslojnoga okvira (engl. <em>multilayer framework<\/em>) otkriva se \u0161irenje informacija na temelju tri skupine zna\u010dajki: (1) tekstualni sadr\u017eaj poruke, (1) kontekst \u0161irenja poruke na dru\u0161tvenim mre\u017eama te (3) dinamika \u0161irenja poruke, a za potrebe klasifikacije informacija primjenjuju se najnoviji postupci iz podru\u010dja strojnoga u\u010denja koji uklju\u010duju duboko u\u010denje. Projekt je interdisciplinaran \u2013 uklju\u010duje istra\u017eiva\u010de iz informacijskih znanosti, ra\u010dunalstva, fizike i lingvistike \u2013 a svojim rezultatima omogu\u0107uje bolje razumijevanje obrazaca \u0161irenja informacija i komunikacije u doba pandemije bolesti COVID-19. Osigurana je javnost rezultata projekta jer se svi prikupljeni podaci smatraju vrijednom imovinom za budu\u0107a istra\u017eivanja i u drugim podru\u010djima znanosti koja se bave sli\u010dnom tematikom.<\/p>\n<p>Cilj ovog znanstvenog projekta je analiza i karakterizacija \u0161irenja informacija u dru\u0161tvenim medijima tijekom pandemije COVID\u201119. U istra\u017eivanju se primijenjuju metode i pristupi iz podru\u010dja ra\u010dunalne prirodnoga jezika, dubokog u\u010denja i analize dru\u0161tvenih mre\u017ea. Znanstveni doprinos istra\u017eivanja je razvoj formalizma vi\u0161eslojnoga okvira (engl. <em>multilayer framework<\/em>) koji opisuje \u0161irenje informacije na temelju tri skupine zna\u010dajki: (1) tekstualni sadr\u017eaj poruke, (1) kontekst \u0161irenja poruke na dru\u0161tvenim mre\u017eama te (3) dinamika \u0161irenja poruke.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Dru\u0161tvene mre\u017ee preuzimaju informacijski prostor u suvremenom dru\u0161tvu do te mjere da postaju najzastupljeniji mediji putem kojih se \u0161ire obavijesti. Napisi se u njima pojavljuju i \u0161ire velikom dinamikom, a obiluju raznovrsnim informacijama nejednake kvalitete: pozitivan ili negativan osobni stav ima jednake prilike za \u0161irenje kao i informacija, pa i dezinformacija (engl. fake news). Analiza [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":6901,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[61],"tags":[],"class_list":["post-7189","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-hr"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Vi\u0161eslojni okvir za karakterizaciju \u0161irenja informacija putem dru\u0161tvenih medija tijekom krize COVID-19 - InfoCoV<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/infocov.uniri.hr\/hr\/multilayer-framework-for-the-information-spreading-characterization-in-social-media-during-the-covid-19-crisis-infocov\/\" \/>\n<meta property=\"og:locale\" content=\"hr_HR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Vi\u0161eslojni okvir za karakterizaciju \u0161irenja informacija putem dru\u0161tvenih medija tijekom krize COVID-19 - InfoCoV\" \/>\n<meta property=\"og:description\" content=\"Dru\u0161tvene mre\u017ee preuzimaju informacijski prostor u suvremenom dru\u0161tvu do te mjere da postaju najzastupljeniji mediji putem kojih se \u0161ire obavijesti. Napisi se u njima pojavljuju i \u0161ire velikom dinamikom, a obiluju raznovrsnim informacijama nejednake kvalitete: pozitivan ili negativan osobni stav ima jednake prilike za \u0161irenje kao i informacija, pa i dezinformacija (engl. fake news). Analiza [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/infocov.uniri.hr\/hr\/multilayer-framework-for-the-information-spreading-characterization-in-social-media-during-the-covid-19-crisis-infocov\/\" \/>\n<meta property=\"og:site_name\" content=\"InfoCoV\" \/>\n<meta property=\"article:published_time\" content=\"2020-07-15T13:23:05+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2020-11-08T01:51:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/infocov.uniri.hr\/wp-content\/uploads\/2020\/10\/infocov-icon.png\" \/>\n\t<meta property=\"og:image:width\" content=\"512\" \/>\n\t<meta property=\"og:image:height\" content=\"512\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"infocov\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Napisao\/la\" \/>\n\t<meta name=\"twitter:data1\" content=\"infocov\" \/>\n\t<meta name=\"twitter:label2\" content=\"Procijenjeno vrijeme \u010ditanja\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/infocov.uniri.hr\/hr\/multilayer-framework-for-the-information-spreading-characterization-in-social-media-during-the-covid-19-crisis-infocov\/\",\"url\":\"https:\/\/infocov.uniri.hr\/hr\/multilayer-framework-for-the-information-spreading-characterization-in-social-media-during-the-covid-19-crisis-infocov\/\",\"name\":\"Vi\u0161eslojni okvir za karakterizaciju \u0161irenja informacija putem dru\u0161tvenih medija tijekom krize COVID-19 - InfoCoV\",\"isPartOf\":{\"@id\":\"https:\/\/infocov.uniri.hr\/hr\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/infocov.uniri.hr\/hr\/multilayer-framework-for-the-information-spreading-characterization-in-social-media-during-the-covid-19-crisis-infocov\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/infocov.uniri.hr\/hr\/multilayer-framework-for-the-information-spreading-characterization-in-social-media-during-the-covid-19-crisis-infocov\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/infocov.uniri.hr\/wp-content\/uploads\/2020\/10\/infocov-icon.png\",\"datePublished\":\"2020-07-15T13:23:05+00:00\",\"dateModified\":\"2020-11-08T01:51:40+00:00\",\"author\":{\"@id\":\"https:\/\/infocov.uniri.hr\/hr\/#\/schema\/person\/e8fbf17239fb97d98df081081e77e3e7\"},\"breadcrumb\":{\"@id\":\"https:\/\/infocov.uniri.hr\/hr\/multilayer-framework-for-the-information-spreading-characterization-in-social-media-during-the-covid-19-crisis-infocov\/#breadcrumb\"},\"inLanguage\":\"hr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/infocov.uniri.hr\/hr\/multilayer-framework-for-the-information-spreading-characterization-in-social-media-during-the-covid-19-crisis-infocov\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"hr\",\"@id\":\"https:\/\/infocov.uniri.hr\/hr\/multilayer-framework-for-the-information-spreading-characterization-in-social-media-during-the-covid-19-crisis-infocov\/#primaryimage\",\"url\":\"https:\/\/infocov.uniri.hr\/wp-content\/uploads\/2020\/10\/infocov-icon.png\",\"contentUrl\":\"https:\/\/infocov.uniri.hr\/wp-content\/uploads\/2020\/10\/infocov-icon.png\",\"width\":512,\"height\":512},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/infocov.uniri.hr\/hr\/multilayer-framework-for-the-information-spreading-characterization-in-social-media-during-the-covid-19-crisis-infocov\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/infocov.uniri.hr\/hr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Vi\u0161eslojni okvir za karakterizaciju \u0161irenja informacija putem dru\u0161tvenih medija tijekom krize COVID-19\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/infocov.uniri.hr\/hr\/#website\",\"url\":\"https:\/\/infocov.uniri.hr\/hr\/\",\"name\":\"InfoCoV\",\"description\":\"Multilayer framework for the information spreading characterization in social media during the Covid-19 crisis\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/infocov.uniri.hr\/hr\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"hr\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/infocov.uniri.hr\/hr\/#\/schema\/person\/e8fbf17239fb97d98df081081e77e3e7\",\"name\":\"infocov\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"hr\",\"@id\":\"https:\/\/infocov.uniri.hr\/hr\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/989f9fa74ba285c67e97f07f3b90258a3543e7fadbafa214115603a49797ac7a?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/989f9fa74ba285c67e97f07f3b90258a3543e7fadbafa214115603a49797ac7a?s=96&d=mm&r=g\",\"caption\":\"infocov\"},\"sameAs\":[\"https:\/\/infocov.uniri.hr\/\"],\"url\":\"https:\/\/infocov.uniri.hr\/hr\/author\/infocov\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Vi\u0161eslojni okvir za karakterizaciju \u0161irenja informacija putem dru\u0161tvenih medija tijekom krize COVID-19 - InfoCoV","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/infocov.uniri.hr\/hr\/multilayer-framework-for-the-information-spreading-characterization-in-social-media-during-the-covid-19-crisis-infocov\/","og_locale":"hr_HR","og_type":"article","og_title":"Vi\u0161eslojni okvir za karakterizaciju \u0161irenja informacija putem dru\u0161tvenih medija tijekom krize COVID-19 - InfoCoV","og_description":"Dru\u0161tvene mre\u017ee preuzimaju informacijski prostor u suvremenom dru\u0161tvu do te mjere da postaju najzastupljeniji mediji putem kojih se \u0161ire obavijesti. Napisi se u njima pojavljuju i \u0161ire velikom dinamikom, a obiluju raznovrsnim informacijama nejednake kvalitete: pozitivan ili negativan osobni stav ima jednake prilike za \u0161irenje kao i informacija, pa i dezinformacija (engl. fake news). Analiza [&hellip;]","og_url":"https:\/\/infocov.uniri.hr\/hr\/multilayer-framework-for-the-information-spreading-characterization-in-social-media-during-the-covid-19-crisis-infocov\/","og_site_name":"InfoCoV","article_published_time":"2020-07-15T13:23:05+00:00","article_modified_time":"2020-11-08T01:51:40+00:00","og_image":[{"width":512,"height":512,"url":"https:\/\/infocov.uniri.hr\/wp-content\/uploads\/2020\/10\/infocov-icon.png","type":"image\/png"}],"author":"infocov","twitter_card":"summary_large_image","twitter_misc":{"Napisao\/la":"infocov","Procijenjeno vrijeme \u010ditanja":"2 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/infocov.uniri.hr\/hr\/multilayer-framework-for-the-information-spreading-characterization-in-social-media-during-the-covid-19-crisis-infocov\/","url":"https:\/\/infocov.uniri.hr\/hr\/multilayer-framework-for-the-information-spreading-characterization-in-social-media-during-the-covid-19-crisis-infocov\/","name":"Vi\u0161eslojni okvir za karakterizaciju \u0161irenja informacija putem dru\u0161tvenih medija tijekom krize COVID-19 - InfoCoV","isPartOf":{"@id":"https:\/\/infocov.uniri.hr\/hr\/#website"},"primaryImageOfPage":{"@id":"https:\/\/infocov.uniri.hr\/hr\/multilayer-framework-for-the-information-spreading-characterization-in-social-media-during-the-covid-19-crisis-infocov\/#primaryimage"},"image":{"@id":"https:\/\/infocov.uniri.hr\/hr\/multilayer-framework-for-the-information-spreading-characterization-in-social-media-during-the-covid-19-crisis-infocov\/#primaryimage"},"thumbnailUrl":"https:\/\/infocov.uniri.hr\/wp-content\/uploads\/2020\/10\/infocov-icon.png","datePublished":"2020-07-15T13:23:05+00:00","dateModified":"2020-11-08T01:51:40+00:00","author":{"@id":"https:\/\/infocov.uniri.hr\/hr\/#\/schema\/person\/e8fbf17239fb97d98df081081e77e3e7"},"breadcrumb":{"@id":"https:\/\/infocov.uniri.hr\/hr\/multilayer-framework-for-the-information-spreading-characterization-in-social-media-during-the-covid-19-crisis-infocov\/#breadcrumb"},"inLanguage":"hr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/infocov.uniri.hr\/hr\/multilayer-framework-for-the-information-spreading-characterization-in-social-media-during-the-covid-19-crisis-infocov\/"]}]},{"@type":"ImageObject","inLanguage":"hr","@id":"https:\/\/infocov.uniri.hr\/hr\/multilayer-framework-for-the-information-spreading-characterization-in-social-media-during-the-covid-19-crisis-infocov\/#primaryimage","url":"https:\/\/infocov.uniri.hr\/wp-content\/uploads\/2020\/10\/infocov-icon.png","contentUrl":"https:\/\/infocov.uniri.hr\/wp-content\/uploads\/2020\/10\/infocov-icon.png","width":512,"height":512},{"@type":"BreadcrumbList","@id":"https:\/\/infocov.uniri.hr\/hr\/multilayer-framework-for-the-information-spreading-characterization-in-social-media-during-the-covid-19-crisis-infocov\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/infocov.uniri.hr\/hr\/"},{"@type":"ListItem","position":2,"name":"Vi\u0161eslojni okvir za karakterizaciju \u0161irenja informacija putem dru\u0161tvenih medija tijekom krize COVID-19"}]},{"@type":"WebSite","@id":"https:\/\/infocov.uniri.hr\/hr\/#website","url":"https:\/\/infocov.uniri.hr\/hr\/","name":"InfoCoV","description":"Multilayer framework for the information spreading characterization in social media during the Covid-19 crisis","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/infocov.uniri.hr\/hr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"hr"},{"@type":"Person","@id":"https:\/\/infocov.uniri.hr\/hr\/#\/schema\/person\/e8fbf17239fb97d98df081081e77e3e7","name":"infocov","image":{"@type":"ImageObject","inLanguage":"hr","@id":"https:\/\/infocov.uniri.hr\/hr\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/989f9fa74ba285c67e97f07f3b90258a3543e7fadbafa214115603a49797ac7a?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/989f9fa74ba285c67e97f07f3b90258a3543e7fadbafa214115603a49797ac7a?s=96&d=mm&r=g","caption":"infocov"},"sameAs":["https:\/\/infocov.uniri.hr\/"],"url":"https:\/\/infocov.uniri.hr\/hr\/author\/infocov\/"}]}},"_links":{"self":[{"href":"https:\/\/infocov.uniri.hr\/hr\/wp-json\/wp\/v2\/posts\/7189","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infocov.uniri.hr\/hr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infocov.uniri.hr\/hr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infocov.uniri.hr\/hr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/infocov.uniri.hr\/hr\/wp-json\/wp\/v2\/comments?post=7189"}],"version-history":[{"count":0,"href":"https:\/\/infocov.uniri.hr\/hr\/wp-json\/wp\/v2\/posts\/7189\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infocov.uniri.hr\/hr\/wp-json\/wp\/v2\/media\/6901"}],"wp:attachment":[{"href":"https:\/\/infocov.uniri.hr\/hr\/wp-json\/wp\/v2\/media?parent=7189"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infocov.uniri.hr\/hr\/wp-json\/wp\/v2\/categories?post=7189"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infocov.uniri.hr\/hr\/wp-json\/wp\/v2\/tags?post=7189"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}