{"id":1567,"date":"2023-09-09T16:32:05","date_gmt":"2023-09-09T16:32:05","guid":{"rendered":"http:\/\/ai4ch.uniud.it\/?post_type=corso&#038;p=1567"},"modified":"2025-12-19T10:45:11","modified_gmt":"2025-12-19T10:45:11","slug":"layout-document-analysis","status":"publish","type":"corso","link":"https:\/\/ai4ch.uniud.it\/en\/corso\/layout-document-analysis\/","title":{"rendered":"Layout Document Analysis"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"1567\" class=\"elementor elementor-1567\" data-elementor-post-type=\"corso\">\n\t\t\t\t<div class=\"elementor-element elementor-element-075067e e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"075067e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-172aef8 e-con-full e-ecs-flex e-flex e-con e-parent\" data-id=\"172aef8\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-7ccfbd5 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"7ccfbd5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-9ef7014 e-con-full e-ecs-flex e-flex e-con e-parent\" data-id=\"9ef7014\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-41f48d4 elementor-widget elementor-widget-heading\" data-id=\"41f48d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\">RESEARCH DESCRIPTION<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-051fb15 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"051fb15\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" height=\"15.07pt\" stroke-miterlimit=\"10\" style=\"fill-rule:nonzero;clip-rule:evenodd;stroke-linecap:round;stroke-linejoin:round;\" viewbox=\"0 0 15.07 15.07\" width=\"15.07pt\" xml:space=\"preserve\"><defs><\/defs><clippath id=\"ArtboardFrame\"><rect height=\"15.07\" width=\"15.07\" x=\"0\" y=\"0\"><\/rect><\/clippath><g clip-path=\"url(#ArtboardFrame)\" id=\"Senza-Titolo\"><g opacity=\"1\"><path d=\"M7 6.87L7 6.87C6.76933 6.87278 6.54743 6.78168 6.38526 6.61762C6.22308 6.45356 6.13456 6.23062 6.14 6L6.14 5.16L7 5.16C7.32754 5.12453 7.64656 5.27929 7.82144 5.5585C7.99632 5.83771 7.99632 6.19229 7.82144 6.4715C7.64656 6.75071 7.32754 6.90547 7 6.87\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><path d=\"M10.4 6.87L10.4 6.87C10.6298 6.87002 10.8501 6.77804 11.0117 6.61459C11.1732 6.45114 11.2627 6.22981 11.26 6L11.26 5.16L10.4 5.16C10.0725 5.12453 9.75344 5.27929 9.57856 5.5585C9.40368 5.83771 9.40368 6.19229 9.57856 6.4715C9.75344 6.75071 10.0725 6.90547 10.4 6.87\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><path d=\"M1.82 4.6C4.26662 4.6 6.25 6.58338 6.25 9.03C6.25 11.4766 4.26662 13.46 1.82 13.46\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><path d=\"M8.09 6.91L8.09 6.91C7.92756 7.07143 7.83622 7.29099 7.83622 7.52C7.83622 7.74901 7.92756 7.96857 8.09 8.13L8.7 8.73L9.3 8.13C9.53439 7.91744 9.63312 7.59334 9.55704 7.2862C9.48097 6.97906 9.24239 6.73851 8.93589 6.65991C8.62939 6.58131 8.30448 6.67737 8.09 6.91\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><path d=\"M7.53 15.07L0 15.07L0 7.53C3.66351e-06 3.36447 3.37781-0.0118366 7.54334-0.00999263C11.7089-0.00814866 15.0837 3.37115 15.08 7.53668C15.0763 11.7022 11.6955 15.0755 7.53 15.07M2.11 13L7.53 13C10.5168 12.9999 12.9406 10.5833 12.9497 7.59651C12.9588 4.60968 10.5498 2.17843 7.56303 2.1601C4.57624 2.14177 2.13755 4.54328 2.11 7.53L2.11 13Z\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><\/g><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-80eeacb e-con-full e-ecs-flex e-flex e-con e-parent\" data-id=\"80eeacb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-33ba3cb elementor-widget elementor-widget-text-editor\" data-id=\"33ba3cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Our research group brings together the expertise of Computer Vision scholars and scholars in the History of Text Transmission to explore the analysis of the layout of Latin manuscripts. At the core of the project are innovative experiments with a few-shot learning classification approach, based on semantic categories such as text, paratext, decoration, summaries, and titles. The goal is to recognize and extract these different classes with increasing precision, enabling the analysis of large quantities of paratextual material in its broadest sense.<\/p><p>Our collaborative experimentation began with the analysis of biblical manuscripts, for which a new open-access dataset has been developed. This dataset will be expanded and extended to include printed texts as part of the project <a href=\"https:\/\/dium.uniud.it\/it\/ricerca\/progetti-corso\/digital-humanities-e-intelligenza-artificiale\/dobips-data-oriented-biblical-paratext-studies\/\" target=\"_blank\" rel=\"noopener\"><strong>PRIN 2022 PNRR &#8216;DOBiPS \u2013 Data Oriented Biblical Paratext Studies&#8217;<\/strong><\/a>. The ministerial funding will enable collaboration among the members of the research unit in Udine  (PI <a href=\"https:\/\/dium.uniud.it\/it\/dium\/persone\/docenti-e-ricercatori\/emanuela-colombi\/\">Emanuela Colombi<\/a>; <a href=\"https:\/\/www.dmif.uniud.it\/docenti-2\/gianluca.foresti\/\">Gian Luca Foresti<\/a>; <a href=\"https:\/\/dium.uniud.it\/it\/dium\/persone\/docenti-e-ricercatori\/laura-pani\/\">Laura Pani<\/a>; <a href=\"https:\/\/dium.uniud.it\/it\/dium\/persone\/docenti-e-ricercatori\/laura-casella\/\">Laura Casella<\/a>) and at the University of Cassino and Lazio meridionale (<a href=\"https:\/\/www.unicas.it\/didattica\/docenti\/schedadocente.aspx?nome_cognome=roberta_casavecchia\">Roberta Casavecchia<\/a>; <a href=\"https:\/\/www.unicas.it\/didattica\/docenti\/schedadocente.aspx?nome_cognome=alessandra_peri\">Alessandra Peri<\/a>; <a href=\"https:\/\/www.unicas.it\/siti\/laboratori\/liber-libro-e-ricerca.aspx\">Laboratorio LIBeR<\/a>)<\/p><p>Further expansions of the dataset and ongoing implementations of the few-shot learning algorithm are dedicated to non-Latin scripts (Greek and Arabic) and Latin manuscripts with irregular and customized layouts, such as sermon collections. This work is being carried out in collaboration with the <a href=\"https:\/\/www.ru.nl\/en\/research\/research-projects\/passim-project\">PASSIM Project<\/a> (Patristic Sermons in the Middle Ages) based at the Radboud Universiteit Nijmegen (PI Dr. Shari Boodts).<\/p><p><strong>Technological Tools and Methods<\/strong><\/p><ul><li class=\"translation-block\"><strong>Few-shot learning algorithms<\/strong> and <strong>semantic classification<\/strong><\/li><li class=\"translation-block\">Automatic analysis of <strong>layout and paratext<\/strong> (text, decorations, titles, summaries)<\/li><li class=\"translation-block\">Development and expansion of <strong>open-access manuscript datasets<\/strong><\/li><li class=\"translation-block\">Support from <strong>Computer Vision<\/strong> and image preprocessing techniques<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-92d3907 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"92d3907\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-f6fabd5 e-con-full e-ecs-flex e-flex e-con e-parent\" data-id=\"f6fabd5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-69400e1 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"69400e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\">OPPORTUNITIES FOR PARTICIPATION IN THE PROJECT<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f7b35ed elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"f7b35ed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" height=\"15.07pt\" stroke-miterlimit=\"10\" style=\"fill-rule:nonzero;clip-rule:evenodd;stroke-linecap:round;stroke-linejoin:round;\" viewbox=\"0 0 15.07 15.07\" width=\"15.07pt\" xml:space=\"preserve\"><defs><\/defs><clippath id=\"ArtboardFrame\"><rect height=\"15.07\" width=\"15.07\" x=\"0\" y=\"0\"><\/rect><\/clippath><g clip-path=\"url(#ArtboardFrame)\" id=\"Senza-Titolo\"><g opacity=\"1\"><path d=\"M7 6.87L7 6.87C6.76933 6.87278 6.54743 6.78168 6.38526 6.61762C6.22308 6.45356 6.13456 6.23062 6.14 6L6.14 5.16L7 5.16C7.32754 5.12453 7.64656 5.27929 7.82144 5.5585C7.99632 5.83771 7.99632 6.19229 7.82144 6.4715C7.64656 6.75071 7.32754 6.90547 7 6.87\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><path d=\"M10.4 6.87L10.4 6.87C10.6298 6.87002 10.8501 6.77804 11.0117 6.61459C11.1732 6.45114 11.2627 6.22981 11.26 6L11.26 5.16L10.4 5.16C10.0725 5.12453 9.75344 5.27929 9.57856 5.5585C9.40368 5.83771 9.40368 6.19229 9.57856 6.4715C9.75344 6.75071 10.0725 6.90547 10.4 6.87\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><path d=\"M1.82 4.6C4.26662 4.6 6.25 6.58338 6.25 9.03C6.25 11.4766 4.26662 13.46 1.82 13.46\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><path d=\"M8.09 6.91L8.09 6.91C7.92756 7.07143 7.83622 7.29099 7.83622 7.52C7.83622 7.74901 7.92756 7.96857 8.09 8.13L8.7 8.73L9.3 8.13C9.53439 7.91744 9.63312 7.59334 9.55704 7.2862C9.48097 6.97906 9.24239 6.73851 8.93589 6.65991C8.62939 6.58131 8.30448 6.67737 8.09 6.91\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><path d=\"M7.53 15.07L0 15.07L0 7.53C3.66351e-06 3.36447 3.37781-0.0118366 7.54334-0.00999263C11.7089-0.00814866 15.0837 3.37115 15.08 7.53668C15.0763 11.7022 11.6955 15.0755 7.53 15.07M2.11 13L7.53 13C10.5168 12.9999 12.9406 10.5833 12.9497 7.59651C12.9588 4.60968 10.5498 2.17843 7.56303 2.1601C4.57624 2.14177 2.13755 4.54328 2.11 7.53L2.11 13Z\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><\/g><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-70342d4 elementor-widget elementor-widget-text-editor\" data-id=\"70342d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li class=\"translation-block\">Analysis and annotation of manuscripts for the <strong>expansion of the dataset<\/strong><\/li><li class=\"translation-block\"><strong>Experimentation and testing<\/strong> of few-shot learning algorithms<\/li><li class=\"translation-block\"><strong>Comparative study<\/strong> of the layouts of Latin, Greek, and Arabic manuscripts.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1ccbc03 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"1ccbc03\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-50c925d e-con-full e-ecs-flex e-flex e-con e-parent\" data-id=\"50c925d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7b4fa06 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"7b4fa06\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\">PROJECT TEAM<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8819fb4 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"8819fb4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" height=\"15.07pt\" stroke-miterlimit=\"10\" style=\"fill-rule:nonzero;clip-rule:evenodd;stroke-linecap:round;stroke-linejoin:round;\" viewbox=\"0 0 15.07 15.07\" width=\"15.07pt\" 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13.46\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><path d=\"M8.09 6.91L8.09 6.91C7.92756 7.07143 7.83622 7.29099 7.83622 7.52C7.83622 7.74901 7.92756 7.96857 8.09 8.13L8.7 8.73L9.3 8.13C9.53439 7.91744 9.63312 7.59334 9.55704 7.2862C9.48097 6.97906 9.24239 6.73851 8.93589 6.65991C8.62939 6.58131 8.30448 6.67737 8.09 6.91\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><path d=\"M7.53 15.07L0 15.07L0 7.53C3.66351e-06 3.36447 3.37781-0.0118366 7.54334-0.00999263C11.7089-0.00814866 15.0837 3.37115 15.08 7.53668C15.0763 11.7022 11.6955 15.0755 7.53 15.07M2.11 13L7.53 13C10.5168 12.9999 12.9406 10.5833 12.9497 7.59651C12.9588 4.60968 10.5498 2.17843 7.56303 2.1601C4.57624 2.14177 2.13755 4.54328 2.11 7.53L2.11 13Z\" fill=\"#0000ff\" fill-rule=\"nonzero\" opacity=\"1\" stroke=\"none\"><\/path><\/g><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-49ca92e e-grid e-ecs-flex e-con-boxed e-con e-parent\" data-id=\"49ca92e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e634014 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"e634014\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-8200425 e-con-full e-ecs-flex e-flex e-con e-parent\" data-id=\"8200425\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2fc0ec9 elementor-widget elementor-widget-image\" data-id=\"2fc0ec9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/dium.uniud.it\/it\/dium\/persone\/docenti-e-ricercatori\/emanuela-colombi\/\" target=\"_blank\" rel=\"nofollow\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/ai4ch.uniud.it\/wp-content\/uploads\/2023\/09\/colombi-2-ritratto.2e16d0ba.fill-700x700-1-150x150.jpg\" class=\"attachment-thumbnail size-thumbnail wp-image-2234\" alt=\"\" srcset=\"https:\/\/ai4ch.uniud.it\/wp-content\/uploads\/2023\/09\/colombi-2-ritratto.2e16d0ba.fill-700x700-1-150x150.jpg 150w, https:\/\/ai4ch.uniud.it\/wp-content\/uploads\/2023\/09\/colombi-2-ritratto.2e16d0ba.fill-700x700-1-300x300.jpg 300w, https:\/\/ai4ch.uniud.it\/wp-content\/uploads\/2023\/09\/colombi-2-ritratto.2e16d0ba.fill-700x700-1-12x12.jpg 12w, https:\/\/ai4ch.uniud.it\/wp-content\/uploads\/2023\/09\/colombi-2-ritratto.2e16d0ba.fill-700x700-1.jpg 700w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4635b7d e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"4635b7d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8382a1d elementor-widget elementor-widget-heading\" data-id=\"8382a1d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-small\"><a href=\"https:\/\/dium.uniud.it\/it\/dium\/persone\/docenti-e-ricercatori\/emanuela-colombi\/\" 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data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7af2479 elementor-widget elementor-widget-heading\" data-id=\"7af2479\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-small\"><a href=\"https:\/\/www.dmif.uniud.it\/dottorato\/imf\/dottorandi\/axel.denardin\/\" target=\"_blank\" rel=\"nofollow\">Axel De Nardin<\/a><\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3c7bace e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"3c7bace\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div 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elementor-widget-image\" data-id=\"fa7e80b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.dmif.uniud.it\/docenti-2\/claudio.piciarelli\/\" target=\"_blank\" rel=\"nofollow\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/ai4ch.uniud.it\/wp-content\/uploads\/2023\/09\/claudiopiciarelli-150x150.jpeg\" class=\"attachment-thumbnail size-thumbnail wp-image-3310\" alt=\"\" srcset=\"https:\/\/ai4ch.uniud.it\/wp-content\/uploads\/2023\/09\/claudiopiciarelli-150x150.jpeg 150w, https:\/\/ai4ch.uniud.it\/wp-content\/uploads\/2023\/09\/claudiopiciarelli-12x12.jpeg 12w, https:\/\/ai4ch.uniud.it\/wp-content\/uploads\/2023\/09\/claudiopiciarelli.jpeg 250w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-59d5139 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"59d5139\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9926a27 elementor-widget elementor-widget-heading\" data-id=\"9926a27\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-small\"><a href=\"https:\/\/www.dmif.uniud.it\/docenti-2\/claudio.piciarelli\/\" target=\"_blank\" rel=\"nofollow\">Claudio Piciarelli<\/a><\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div 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decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/ai4ch.uniud.it\/wp-content\/uploads\/2023\/09\/zottin.silvia-150x150.jpg\" class=\"attachment-thumbnail size-thumbnail wp-image-3311\" alt=\"\" srcset=\"https:\/\/ai4ch.uniud.it\/wp-content\/uploads\/2023\/09\/zottin.silvia-150x150.jpg 150w, https:\/\/ai4ch.uniud.it\/wp-content\/uploads\/2023\/09\/zottin.silvia-13x12.jpg 13w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e275009 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"e275009\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9d86068 elementor-widget elementor-widget-heading\" data-id=\"9d86068\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-small\"><a href=\"https:\/\/www.dmif.uniud.it\/dottorato\/iai\/dottorandi\/silvia-zottin\/\" target=\"_blank\" rel=\"nofollow\">Silvia Zottin<\/a><\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"author":2,"featured_media":2867,"menu_order":0,"template":"","format":"standard","research_line":[19],"class_list":["post-1567","corso","type-corso","status-publish","format-standard","has-post-thumbnail","hentry","research_line-ai-written-heritage"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Analisi del layout documentale - 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