{"id":7101,"date":"2025-03-18T16:37:27","date_gmt":"2025-03-18T15:37:27","guid":{"rendered":"https:\/\/rcai.de\/?p=7101"},"modified":"2025-03-18T16:39:15","modified_gmt":"2025-03-18T15:39:15","slug":"data-tales","status":"publish","type":"post","link":"https:\/\/rcai.de\/en\/2025\/03\/18\/data-tales\/","title":{"rendered":"Data Tales"},"content":{"rendered":"<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-b7b99377 wp-block-columns-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"font-style:normal;font-weight:400\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/rcai.de\/wp-content\/uploads\/2025\/03\/AdobeStock_965551127-1024x683.jpeg\" alt=\"\" class=\"wp-image-7102\" srcset=\"https:\/\/rcai.de\/wp-content\/uploads\/2025\/03\/AdobeStock_965551127-1024x683.jpeg 1024w, https:\/\/rcai.de\/wp-content\/uploads\/2025\/03\/AdobeStock_965551127-300x200.jpeg 300w, https:\/\/rcai.de\/wp-content\/uploads\/2025\/03\/AdobeStock_965551127-768x512.jpeg 768w, https:\/\/rcai.de\/wp-content\/uploads\/2025\/03\/AdobeStock_965551127-1536x1024.jpeg 1536w, https:\/\/rcai.de\/wp-content\/uploads\/2025\/03\/AdobeStock_965551127-2048x1365.jpeg 2048w, https:\/\/rcai.de\/wp-content\/uploads\/2025\/03\/AdobeStock_965551127-18x12.jpeg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Symbolbild (Adobe Stock, 965551127)<\/figcaption><\/figure>\n\n\n\n<p class=\"has-dm-sans-font-family has-small-font-size wp-block-paragraph\"><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"font-style:normal;font-weight:400\">\n<h4 class=\"wp-block-heading has-dm-sans-font-family has-large-font-size\" style=\"font-style:normal;font-weight:400;text-transform:none\">Data Tales<\/h4>\n\n\n\n<div style=\"height:35px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h6 class=\"wp-block-heading alignwide tw-mt-0 tw-link-hover-underline has-dm-sans-font-family has-medium-font-size\" style=\"text-transform:none\">funded by:<br><a href=\"https:\/\/www.bmwk.de\/Navigation\/DE\/Home\/home.html\">Bavarian State Ministry of Economic Affairs, Regional Development and Energy (StMWi)<\/a><\/h6>\n\n\n\n<div style=\"height:35px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h6 class=\"wp-block-heading alignwide tw-mt-0 tw-link-hover-underline has-dm-sans-font-family has-medium-font-size\" style=\"text-transform:none\">Project responsible (OTH): <a href=\"https:\/\/rcai.de\/en\/labs\/prof-dr-stephan-scheele\/\" data-type=\"page\" data-id=\"7067\">Prof. Dr. Stephan Scheele<\/a><\/h6>\n\n\n\n<div style=\"height:35px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h6 class=\"wp-block-heading alignwide tw-mt-0 tw-link-hover-underline has-dm-sans-font-family has-medium-font-size\" style=\"text-transform:none\">Laufzeit: 2024-2027<\/h6>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group alignwide has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<h4 class=\"wp-block-heading alignwide has-dm-sans-font-family has-x-large-font-size\" style=\"font-style:normal;font-weight:400;text-transform:none\">Generatives und interaktives Data Storytelling<\/h4>\n\n\n\n<div style=\"height:35px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h6 class=\"wp-block-heading alignwide tw-mt-0 tw-link-hover-underline has-dm-sans-font-family has-medium-font-size\" style=\"text-transform:none\">Ziel des Forschungsprojekts ist die Entwicklung eines hybriden KI-Ansatzes f\u00fcr generatives Data Storytelling und dessen Anwendung in der Dom\u00e4ne der Wirtschaftspr\u00fcfung. Die zentrale Forschungsfrage liegt in der Entwicklung von KI-gest\u00fctzten Methoden zur automatisierten Generierung von Data Stories durch die Kombination von Large Language Models (LLMs) mit Hintergrundwissen und Interactive Machine Learning. Die innovative Strategie umfasst sowohl die kollaborative Interaktion zwischen Mensch und KI als auch die autonome Generierung von Data Stories. <br><br>Der Kern dieses Ansatzes liegt in der F\u00e4higkeit, aus umfangreichen Datens\u00a8atzen und Dom\u00e4nenwissen koh\u00e4rente, informative und ansprechende Narrationen zu erstellen, die sowohl Fachexperten als auch Gesch\u00e4ftsanwender ansprechen, und somit komplexe Datenanalysen in der Breite zug\u00e4nglich und verst\u00e4ndlich machen. Dies soll es Anwendern erlauben, durch Dialoge mit einem Chatbot tiefere Einblicke in Daten zu gewinnen, ein Narrativ schrittweise zu verfeinern und zu validieren. <br><br>Die Anwendungsseite zielt darauf ab, die Effizienz und Qualit\u00e4t der Wirtschaftspr\u00fcfung nachhaltig zu steigern, indem<br>Pr\u00fcfern fortschrittliche Methoden zur Verf\u00fcgung gestellt werden, die eine tiefere inhaltliche Auseinandersetzung<br>mit den Pr\u00fcfungsergebnissen f\u00f6rdern und so die Fokussierung auf die Bewertung der Relevanz und Implikationen<br>der analysierten Daten erm\u00f6glichen.<\/h6>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Generative and interactive data storytelling using generative AI and knowledge-based systems<\/p>","protected":false},"author":8,"featured_media":7102,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"cybocfi_hide_featured_image":"","footnotes":""},"categories":[73],"tags":[],"class_list":["post-7101","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-enabling-technologies"],"_links":{"self":[{"href":"https:\/\/rcai.de\/en\/wp-json\/wp\/v2\/posts\/7101","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/rcai.de\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/rcai.de\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/rcai.de\/en\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/rcai.de\/en\/wp-json\/wp\/v2\/comments?post=7101"}],"version-history":[{"count":2,"href":"https:\/\/rcai.de\/en\/wp-json\/wp\/v2\/posts\/7101\/revisions"}],"predecessor-version":[{"id":7104,"href":"https:\/\/rcai.de\/en\/wp-json\/wp\/v2\/posts\/7101\/revisions\/7104"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rcai.de\/en\/wp-json\/wp\/v2\/media\/7102"}],"wp:attachment":[{"href":"https:\/\/rcai.de\/en\/wp-json\/wp\/v2\/media?parent=7101"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rcai.de\/en\/wp-json\/wp\/v2\/categories?post=7101"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rcai.de\/en\/wp-json\/wp\/v2\/tags?post=7101"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}