{"id":3271,"date":"2024-04-04T07:23:05","date_gmt":"2024-04-04T07:23:05","guid":{"rendered":"https:\/\/go-ki.org\/?page_id=3271"},"modified":"2025-07-08T10:06:29","modified_gmt":"2025-07-08T10:06:29","slug":"ergebnisse","status":"publish","type":"page","link":"https:\/\/go-ki.org\/en\/ergebnisse\/","title":{"rendered":"Results"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"3271\" class=\"elementor elementor-3271\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0cc3f27 e-flex e-con-boxed e-con e-parent\" data-id=\"0cc3f27\" data-element_type=\"container\" id=\"start\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ec0311 elementor-widget elementor-widget-heading\" data-id=\"3ec0311\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 11-03-2024 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h1 class=\"elementor-heading-title elementor-size-default\">Ergebnisse<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ce28fc0 elementor-toc--content-ellipsis elementor-toc--minimized-on-mobile elementor-widget elementor-widget-table-of-contents\" data-id=\"ce28fc0\" data-element_type=\"widget\" data-settings=\"{&quot;headings_by_tags&quot;:[&quot;h2&quot;],&quot;exclude_headings_by_selector&quot;:[],&quot;marker_view&quot;:&quot;bullets&quot;,&quot;minimized_on&quot;:&quot;mobile&quot;,&quot;icon&quot;:{&quot;value&quot;:&quot;fas fa-circle&quot;,&quot;library&quot;:&quot;fa-solid&quot;},&quot;minimize_box&quot;:&quot;yes&quot;,&quot;min_height&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"table-of-contents.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor-pro - v3.20.0 - 11-03-2024 *\/\n.elementor-widget-table-of-contents .elementor-toc__header-title{color:var(--header-color)}.elementor-widget-table-of-contents.elementor-toc--collapsed .elementor-toc__toggle-button--collapse,.elementor-widget-table-of-contents:not(.elementor-toc--collapsed) .elementor-toc__toggle-button--expand{display:none}.elementor-widget-table-of-contents .elementor-widget-container{min-height:var(--box-min-height);border:var(--box-border-width,1px) solid var(--box-border-color,#9da5ae);border-radius:var(--box-border-radius,3px);background-color:var(--box-background-color);transition:min-height .4s;overflow:hidden}.elementor-toc__header{display:flex;align-items:center;justify-content:space-between;padding:var(--box-padding,20px);background-color:var(--header-background-color);border-bottom:var(--separator-width,1px) solid 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.elementor-toc__list-wrapper{margin-top:.5em;margin-left:var(--nested-list-indent,1em)}.elementor-toc__list-item-text{transition-duration:var(--item-text-transition-duration)}.elementor-toc__list-item-text:hover{color:var(--item-text-hover-color);-webkit-text-decoration:var(--item-text-hover-decoration);text-decoration:var(--item-text-hover-decoration)}.elementor-toc__list-item-text.elementor-item-active{color:var(--item-text-active-color);-webkit-text-decoration:var(--item-text-active-decoration);text-decoration:var(--item-text-active-decoration)}.elementor-toc__list-item-text-wrapper{display:flex;align-items:center}.elementor-toc__list-item-text-wrapper:before,.elementor-toc__list-item-text-wrapper i{margin-right:8px;color:var(--marker-color)}.elementor-toc__list-item-text-wrapper svg{margin-right:8px;fill:var(--marker-color);height:var(--marker-size,.5em);width:var(--marker-size,.5em)}.elementor-toc__list-item-text-wrapper i{font-size:var(--marker-size,.5em)}.elementor-toc__list-item-text-wrapper:before{font-size:var(--marker-size,1em)}.elementor-toc--content-ellipsis .elementor-toc__list-item-text{white-space:nowrap;overflow:hidden;text-overflow:ellipsis}.elementor-toc__list-items--collapsible>.elementor-toc__list-wrapper>.elementor-toc__list-item>.elementor-toc__list-wrapper{display:none}.elementor-toc__heading-anchor{position:absolute}.elementor-toc__body .elementor-toc__list-item-text{color:var(--item-text-color);-webkit-text-decoration:var(--item-text-decoration);text-decoration:var(--item-text-decoration);transition-duration:var(--item-text-transition-duration)}.elementor-toc__body .elementor-toc__list-item-text:hover{color:var(--item-text-hover-color);-webkit-text-decoration:var(--item-text-hover-decoration);text-decoration:var(--item-text-hover-decoration)}.elementor-toc__body .elementor-toc__list-item-text.elementor-item-active{color:var(--item-text-active-color);-webkit-text-decoration:var(--item-text-active-decoration);text-decoration:var(--item-text-active-decoration)}ol.elementor-toc__list-wrapper{counter-reset:item}ol.elementor-toc__list-wrapper .elementor-toc__list-item{counter-increment:item}ol.elementor-toc__list-wrapper .elementor-toc__list-item-text-wrapper:before{content:counters(item,\".\") \". \"}<\/style>\t\t<div class=\"elementor-toc__header\">\n\t\t\t<h4 class=\"elementor-toc__header-title\">\n\t\t\t\tInhalt\t\t\t<\/h4>\n\t\t\t\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--expand\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__ce28fc0\" aria-expanded=\"true\" aria-label=\"Open table of contents\"><i aria-hidden=\"true\" class=\"fas fa-chevron-down\"><\/i><\/div>\n\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--collapse\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__ce28fc0\" aria-expanded=\"true\" aria-label=\"Close table of contents\"><i aria-hidden=\"true\" class=\"fas fa-chevron-up\"><\/i><\/div>\n\t\t\t\t\t<\/div>\n\t\t<div id=\"elementor-toc__ce28fc0\" class=\"elementor-toc__body\">\n\t\t\t<div class=\"elementor-toc__spinner-container\">\n\t\t\t\t<i class=\"elementor-toc__spinner eicon-animation-spin eicon-loading\" aria-hidden=\"true\"><\/i>\t\t\t<\/div>\n\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<div class=\"elementor-element elementor-element-2d172d3 e-flex e-con-boxed e-con e-parent\" data-id=\"2d172d3\" data-element_type=\"container\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-c9aa74c e-flex e-con-boxed e-con e-child\" data-id=\"c9aa74c\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1a9aacd elementor-widget elementor-widget-heading\" data-id=\"1a9aacd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">KI-Framework \u201eOPACA\u201c<\/h2>\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-09eedac elementor-widget elementor-widget-image\" data-id=\"09eedac\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 11-03-2024 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"564\" height=\"135\" src=\"https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/opaca-logo.png\" class=\"attachment-large size-large wp-image-3377\" alt=\"\" srcset=\"https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/opaca-logo.png 564w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/opaca-logo-300x72.png 300w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/opaca-logo-18x4.png 18w\" sizes=\"(max-width: 564px) 100vw, 564px\" \/>\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 class=\"elementor-element elementor-element-0000b76 elementor-widget elementor-widget-text-editor\" data-id=\"0000b76\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 11-03-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>OPACA Logo<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ffeffa9 elementor-widget elementor-widget-text-editor\" data-id=\"ffeffa9\" data-element_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<p><span style=\"font-weight: 400;\">Die Entwicklung verteilter Systeme ist sehr komplex und stellt Entwickler vor zahlreiche wiederkehrende Aufgaben. In unserem KI-Framework \u201cOPACA\u201d kombinieren wir Aspekte von Multiagenten-Systemen mit Microservices und Container-Technologien, um die Entwicklung, das Deployment und die Verkn\u00fcpfung neuartiger Anwendungen zu vereinfachen. Neben einer einheitlichen Schnittstelle (API) bietet die OPACA Plattform verschiedene Basis-Funktionalit\u00e4ten, die automatisch allen damit entwickelten Anwendungen zur Verf\u00fcgung stehen.<\/span><\/p><p>Neben dem eigentlichen Framework wurden auch verschiedene Werkzeuge entwickelt, darunter insbesondere ein an OPACA angebundener BPMN-Editor und eine LLM-UI.<\/p><ul><li>Paper: B. Acar <i>et al<\/i>., \u201eOPACA: Toward an Open, Language- and Platform-Independent API for Containerized Agents,\u201c in <i>IEEE Access<\/i>, vol. 12, pp. 10012-10022, 2024, doi: <a href=\"https:\/\/doi.org\/10.1109\/ACCESS.2024.3353613\" target=\"_blank\" rel=\"noopener\">10.1109\/ACCESS.2024.3353613.<\/a><\/li><li>Bericht: OPACA: Anforderungen, Umsetzung und Werkzeuge: <a href=\"https:\/\/go-ki.org\/wp-content\/uploads\/2025\/07\/KI-Framework-Lastenheft.pdf\">PDF<\/a><\/li><li>Open Source Code auf GitHub<ul><li>OPACA Framework: <a href=\"https:\/\/github.com\/gt-arc\/opaca-core\" target=\"_blank\" rel=\"noopener\">https:\/\/github.com\/gt-arc\/opaca-core<\/a><\/li><li>OPACA BPMN Editor: <a href=\"https:\/\/github.com\/GT-ARC\/opaca-bpmn\">https:\/\/github.com\/GT-ARC\/opaca-bpmn<\/a><\/li><li>OPACA LLM-UI: <a href=\"https:\/\/github.com\/GT-ARC\/opaca-llm-ui\">https:\/\/github.com\/GT-ARC\/opaca-llm-ui<\/a><\/li><\/ul><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ca0c8a elementor-position-right elementor-vertical-align-middle elementor-view-default elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"1ca0c8a\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<link rel=\"stylesheet\" href=\"https:\/\/go-ki.org\/wp-content\/plugins\/elementor\/assets\/css\/widget-icon-box.min.css\">\t\t<div class=\"elementor-icon-box-wrapper\">\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#start\" class=\"elementor-icon elementor-animation-\" tabindex=\"-1\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t<a href=\"#start\" >\n\t\t\t\t\t\tnach 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var(--divider-color)}.elementor-widget-divider--separator-type-pattern{--divider-border-style:none}.elementor-widget-divider--separator-type-pattern.elementor-widget-divider--view-line .elementor-divider-separator,.elementor-widget-divider--separator-type-pattern:not(.elementor-widget-divider--view-line) .elementor-divider-separator:after,.elementor-widget-divider--separator-type-pattern:not(.elementor-widget-divider--view-line) .elementor-divider-separator:before,.elementor-widget-divider--separator-type-pattern:not([class*=elementor-widget-divider--view]) .elementor-divider-separator{width:100%;min-height:var(--divider-pattern-height);-webkit-mask-size:var(--divider-pattern-size) 100%;mask-size:var(--divider-pattern-size) 100%;-webkit-mask-repeat:var(--divider-pattern-repeat);mask-repeat:var(--divider-pattern-repeat);background-color:var(--divider-color);-webkit-mask-image:var(--divider-pattern-url);mask-image:var(--divider-pattern-url)}.elementor-widget-divider--no-spacing{--divider-pattern-size:auto}.elementor-widget-divider--bg-round{--divider-pattern-repeat:round}.rtl .elementor-widget-divider .elementor-divider__text{direction:rtl}.e-con-inner>.elementor-widget-divider,.e-con>.elementor-widget-divider{width:var(--container-widget-width,100%);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0397811 e-flex e-con-boxed e-con e-child\" data-id=\"0397811\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fba46e6 elementor-widget elementor-widget-heading\" data-id=\"fba46e6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">XAI-Steckbriefe<\/h2>\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-c70852d elementor-widget elementor-widget-image\" data-id=\"c70852d\" data-element_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<img decoding=\"async\" width=\"800\" height=\"142\" src=\"https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/xai-cards-1024x182.png\" class=\"attachment-large size-large wp-image-3344\" alt=\"\" srcset=\"https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/xai-cards-1024x182.png 1024w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/xai-cards-300x53.png 300w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/xai-cards-768x137.png 768w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/xai-cards-1536x274.png 1536w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/xai-cards-2048x365.png 2048w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/xai-cards-18x3.png 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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 class=\"elementor-element elementor-element-046def4 elementor-widget elementor-widget-text-editor\" data-id=\"046def4\" data-element_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<p>XAI-Steckbriefe (Auswahl, Vorder- und R\u00fcckseiten)<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-66dfa0a elementor-widget elementor-widget-text-editor\" data-id=\"66dfa0a\" data-element_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<p>Informationen \u00fcber Methoden f\u00fcr erkl\u00e4rbare K\u00fcnstliche Intelligenz (XAI) sind meistens nur in komplizierten und sehr technischen Ausarbeiten als wissenschaftliche Arbeiten zug\u00e4nglich. Diese zu lesen und zu verstehen erfordert zum einen ein gewisses Level an Vorerfahrung und zum anderen Zeit. Deswegen haben wir Steckbriefe von bekannten XAI-Methoden entwickelt, auf denen in einfacher Sprache Informationen wie z.B. Verwendungsm\u00f6glichkeiten, Vor- und Nachteile der einzelnen Methoden dargestellt sind. Dar\u00fcber hinaus haben die XAI-Methoden Label, die eine vereinfachte Auswahl erm\u00f6glichen.\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-512c5d8 elementor-widget elementor-widget-text-editor\" data-id=\"512c5d8\" data-element_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<ul><li>XAI Methoden Steckbriefe (Deutsch): <a href=\"https:\/\/go-ki.org\/wp-content\/uploads\/2024\/01\/XAI_Methoden-r6-DE.pdf\">PDF<\/a><\/li><li>XAI Methoden Steckbriefe (Englisch): <a href=\"https:\/\/go-ki.org\/wp-content\/uploads\/2024\/01\/XAI_Methoden-v1.1-EN.pdf\">PDF<\/a><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-af2c120 elementor-position-right elementor-vertical-align-middle elementor-view-default elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"af2c120\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#start\" class=\"elementor-icon elementor-animation-\" tabindex=\"-1\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t<a href=\"#start\" >\n\t\t\t\t\t\tnach oben\t\t\t\t\t<\/a>\n\t\t\t\t<\/h5>\n\t\t\t\t\t\t\t<\/div>\n\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<div class=\"elementor-element elementor-element-193b3b5 e-flex e-con-boxed e-con e-parent\" data-id=\"193b3b5\" data-element_type=\"container\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a733e3 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6a733e3\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-eaeec23 e-flex e-con-boxed e-con e-child\" data-id=\"eaeec23\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-99e8636 elementor-widget elementor-widget-heading\" data-id=\"99e8636\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">XAI Taxonomie<\/h2>\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-e9b3c5c elementor-widget elementor-widget-image\" data-id=\"e9b3c5c\" data-element_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<img decoding=\"async\" width=\"790\" height=\"953\" src=\"https:\/\/go-ki.org\/wp-content\/uploads\/2025\/02\/xai-taxo.png\" class=\"attachment-full size-full wp-image-3533\" alt=\"\" srcset=\"https:\/\/go-ki.org\/wp-content\/uploads\/2025\/02\/xai-taxo.png 790w, https:\/\/go-ki.org\/wp-content\/uploads\/2025\/02\/xai-taxo-249x300.png 249w, https:\/\/go-ki.org\/wp-content\/uploads\/2025\/02\/xai-taxo-768x926.png 768w, https:\/\/go-ki.org\/wp-content\/uploads\/2025\/02\/xai-taxo-10x12.png 10w\" sizes=\"(max-width: 790px) 100vw, 790px\" \/>\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 class=\"elementor-element elementor-element-a64410f elementor-widget elementor-widget-text-editor\" data-id=\"a64410f\" data-element_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\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-193166f elementor-widget elementor-widget-text-editor\" data-id=\"193166f\" data-element_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<p><span style=\"font-weight: 400;\">Aufbauend auf den XAI-Steckbriefen und unserer Forschung zu Menschenzentrierter XAI (HCXAI, siehe auch Publikationen) haben wir eine Taxonomie verschiedener XAI-Methoden zusammengestellt. Neben einer kurzen Literatur\u00fcbersicht beschreibt diese die verschiedenen Faktoren von HCXAI und wie diese auf die verschiedenen in den XAI-Steckbriefen beschriebenen Methoden zutrifft.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-12f50ee elementor-widget elementor-widget-text-editor\" data-id=\"12f50ee\" data-element_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<ul><li>XAI-Taxonomie (Deutsch): <a href=\"https:\/\/go-ki.org\/wp-content\/uploads\/2025\/07\/XAI-Taxonomy.pdf\">PDF<\/a><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-84b8870 elementor-position-right elementor-vertical-align-middle elementor-view-default elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"84b8870\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#start\" class=\"elementor-icon elementor-animation-\" tabindex=\"-1\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t<a href=\"#start\" >\n\t\t\t\t\t\tnach oben\t\t\t\t\t<\/a>\n\t\t\t\t<\/h5>\n\t\t\t\t\t\t\t<\/div>\n\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<div class=\"elementor-element elementor-element-0053b05 e-flex e-con-boxed e-con e-parent\" data-id=\"0053b05\" data-element_type=\"container\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c690dab elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"c690dab\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c0eab40 e-flex e-con-boxed e-con e-child\" data-id=\"c0eab40\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7896cef elementor-widget elementor-widget-heading\" data-id=\"7896cef\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">XAI-Web-Demo<\/h2>\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-70b3159 elementor-widget elementor-widget-image\" data-id=\"70b3159\" data-element_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<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"403\" src=\"https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/lafam-1024x516.png\" class=\"attachment-large size-large wp-image-3360\" alt=\"\" srcset=\"https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/lafam-1024x516.png 1024w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/lafam-300x151.png 300w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/lafam-768x387.png 768w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/lafam-18x9.png 18w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/lafam.png 1394w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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 class=\"elementor-element elementor-element-b2c6b57 elementor-widget elementor-widget-text-editor\" data-id=\"b2c6b57\" data-element_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<p>Screenshot der &#8222;LaFAM&#8220; XAI-Demo<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-86a1b28 elementor-widget elementor-widget-text-editor\" data-id=\"86a1b28\" data-element_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<p><span style=\"font-weight: 400;\">K\u00fcnstliche Intelligenz erscheint oft als undurchsichtige &#8222;Blackbox&#8220;, deren Entscheidungen nicht nachvollziehbar sind. Wieso hat die KI diese Entscheidung getroffen? Wie \u201csicher\u201d war sie dabei? Was w\u00e4re die n\u00e4chstbeste Antwort gewesen? Hierbei kann XAI helfen, um bspw. die Bereiche eines Bildes hervorzuheben, die zu einer bestimmten Entscheidung gef\u00fchrt haben \u2013 oder h\u00e4tten.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-94bd094 elementor-widget elementor-widget-text-editor\" data-id=\"94bd094\" data-element_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<ul><li>Live-Demo im Browser: <a href=\"https:\/\/gt-arc.github.io\/go-ki-demo\/\">https:\/\/gt-arc.github.io\/go-ki-demo\/<\/a><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb47d76 elementor-position-right elementor-vertical-align-middle elementor-view-default elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"eb47d76\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#start\" class=\"elementor-icon elementor-animation-\" tabindex=\"-1\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t<a href=\"#start\" >\n\t\t\t\t\t\tnach oben\t\t\t\t\t<\/a>\n\t\t\t\t<\/h5>\n\t\t\t\t\t\t\t<\/div>\n\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<div class=\"elementor-element elementor-element-e77e4ea e-flex e-con-boxed e-con e-parent\" data-id=\"e77e4ea\" data-element_type=\"container\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e7115c6 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"e7115c6\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-13f3fb9 e-flex e-con-boxed e-con e-child\" data-id=\"13f3fb9\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e71d705 elementor-widget elementor-widget-heading\" data-id=\"e71d705\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">XAI Tutorial & Method-Finder<\/h2>\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-53d8549 elementor-widget elementor-widget-image\" data-id=\"53d8549\" data-element_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<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"130\" src=\"https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/xai-method-finder-1024x167.png\" class=\"attachment-large size-large wp-image-3346\" alt=\"\" srcset=\"https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/xai-method-finder-1024x167.png 1024w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/xai-method-finder-300x49.png 300w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/xai-method-finder-768x125.png 768w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/xai-method-finder-1536x251.png 1536w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/xai-method-finder-2048x334.png 2048w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/xai-method-finder-18x3.png 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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 class=\"elementor-element elementor-element-6558e0d elementor-widget elementor-widget-text-editor\" data-id=\"6558e0d\" data-element_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<p>Screenshots des XAI-Method-Finders<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43a76ed elementor-widget elementor-widget-text-editor\" data-id=\"43a76ed\" data-element_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<p>Es gibt eine Vielzahl an verschiedenen XAI-Methoden. Dieses \u00dcberangebot macht es schwierig, eine passende XAI-Methode zu finden, die zum einen zu einem spezifischen Anwendungsfall passt und zum anderen auch noch geeignet f\u00fcr die jeweilige Zielgruppe ist. Deswegen haben wir zwei Tools erstellt, die dabei helfen sollen. Das XAI Tutorial bietet f\u00fcr Interessierte Neulinge im Bereich XAI einen guten Einstieg, um die M\u00f6glichkeiten, die XAI f\u00fcr eine KI-Anwendung bieten kann, aufzuzeigen. Der XAI-Method-Finder hilft dann allen Personen dabei, f\u00fcr Ihren spezifischen Anwendungsfall eine passende XAI L\u00f6sung zu finden.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a4b1ae elementor-widget elementor-widget-text-editor\" data-id=\"6a4b1ae\" data-element_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<ul><li>Live-Demo im Browser: <a href=\"https:\/\/gt-arc.github.io\/go-ki-demo\/\">https:\/\/gt-arc.github.io\/go-ki-demo\/<\/a><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-129fbbc elementor-position-right elementor-vertical-align-middle elementor-view-default elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"129fbbc\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#start\" class=\"elementor-icon elementor-animation-\" tabindex=\"-1\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t<a href=\"#start\" >\n\t\t\t\t\t\tnach oben\t\t\t\t\t<\/a>\n\t\t\t\t<\/h5>\n\t\t\t\t\t\t\t<\/div>\n\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<div class=\"elementor-element elementor-element-cdaf56c e-flex e-con-boxed e-con e-parent\" data-id=\"cdaf56c\" data-element_type=\"container\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a899c88 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"a899c88\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-466a884 e-flex e-con-boxed e-con e-child\" data-id=\"466a884\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-451b175 elementor-widget elementor-widget-heading\" data-id=\"451b175\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Raumunabh\u00e4ngiges Gesamtkonzept<\/h2>\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-bebd9fd elementor-widget elementor-widget-text-editor\" data-id=\"bebd9fd\" data-element_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\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1e9d016 elementor-widget elementor-widget-text-editor\" data-id=\"1e9d016\" data-element_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<p><span style=\"font-weight: 400;\">Die Erkenntnisse, die im Laufe des Go-KI Projekts gesammelt wurden, wurden in einem Raum-unabh\u00e4ngigen Gesamtkonzept zusammengefasst. Darin werden insbesondere detailliert die verschiedenen Anwendungen im ZEKI-Reallabor beschrieben, und wie diese auf \u00e4hnliche R\u00e4ume \u00fcbertragen werden k\u00f6nnen. Au\u00dferdem gibt das Dokument einen Einblick in das KI-Framework &#8222;OPACA&#8220; und dessen Werkzeuge, mit denen mit den Anwendungen interagiert und diese verkn\u00fcpft werden k\u00f6nnen.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1bfced7 elementor-widget elementor-widget-text-editor\" data-id=\"1bfced7\" data-element_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<ul><li>Raum-unabh\u00e4ngiges Gesamtkonzept (Deutsch): <a href=\"https:\/\/go-ki.org\/wp-content\/uploads\/2025\/07\/Raumunabhaengiges-Gesamtkonzept-DE.pdf\">PDF<\/a><\/li><li>Raum-unabh\u00e4ngiges Gesamtkonzept (Englisch): <a href=\"https:\/\/go-ki.org\/wp-content\/uploads\/2025\/07\/Raumunabhaengiges-Gesamtkonzept-EN.pdf\">PDF<\/a><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a73d274 elementor-position-right elementor-vertical-align-middle elementor-view-default elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"a73d274\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#start\" class=\"elementor-icon elementor-animation-\" tabindex=\"-1\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t<a href=\"#start\" >\n\t\t\t\t\t\tnach oben\t\t\t\t\t<\/a>\n\t\t\t\t<\/h5>\n\t\t\t\t\t\t\t<\/div>\n\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<div class=\"elementor-element elementor-element-0ca2656 e-flex e-con-boxed e-con e-parent\" data-id=\"0ca2656\" data-element_type=\"container\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-63023e4 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"63023e4\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-02f359b e-flex e-con-boxed e-con e-child\" data-id=\"02f359b\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-469b6fe elementor-widget elementor-widget-heading\" data-id=\"469b6fe\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Online-Kurs \u201eMein Chatbot\u201d<\/h2>\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-7c37c59 elementor-widget elementor-widget-image\" data-id=\"7c37c59\" data-element_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<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"457\" src=\"https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/chatbot-1024x585.jpg\" class=\"attachment-large size-large wp-image-3345\" alt=\"\" srcset=\"https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/chatbot-1024x585.jpg 1024w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/chatbot-300x171.jpg 300w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/chatbot-768x439.jpg 768w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/chatbot-1536x878.jpg 1536w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/chatbot-18x10.jpg 18w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/chatbot.jpg 1554w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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 class=\"elementor-element elementor-element-612dc78 elementor-widget elementor-widget-text-editor\" data-id=\"612dc78\" data-element_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<p>Screenshot vom Chatbot-Kurs<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-527fd16 elementor-widget elementor-widget-text-editor\" data-id=\"527fd16\" data-element_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<p><span style=\"font-weight: 400;\">Nicht erst seit dem Aufkommen der Large Language Models sind Chatbots in aller Munde, doch f\u00fcr viele sind sie ein Mysterium. In unserem interaktiven Chatbot-Kurs leiten wir Interessierte Nutzer*Innen spielerisch durch die theoretischen und technischen Grundlagen der Chatbot-Entwicklung, angeleitet durch \u2013 nat\u00fcrlich \u2013 einen Chatbot!<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-abd3ae5 elementor-widget elementor-widget-text-editor\" data-id=\"abd3ae5\" data-element_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<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Online-Chatbot-Kurs: <\/span><a href=\"http:\/\/chatbot-kurs.irml.dai-labor.de\/\"><span style=\"font-weight: 400;\">http:\/\/chatbot-kurs.irml.dai-labor.de\/<\/span><\/a><span style=\"font-weight: 400;\">\u00a0<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-540467b elementor-position-right elementor-vertical-align-middle elementor-view-default elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"540467b\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#start\" class=\"elementor-icon elementor-animation-\" tabindex=\"-1\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t<a href=\"#start\" >\n\t\t\t\t\t\tnach oben\t\t\t\t\t<\/a>\n\t\t\t\t<\/h5>\n\t\t\t\t\t\t\t<\/div>\n\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<div class=\"elementor-element elementor-element-a22e6b5 e-flex e-con-boxed e-con e-parent\" data-id=\"a22e6b5\" data-element_type=\"container\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dadf126 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"dadf126\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-902242a e-flex e-con-boxed e-con e-child\" data-id=\"902242a\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-01d1351 elementor-widget elementor-widget-heading\" data-id=\"01d1351\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Go-KI Paper Reading Group<\/h2>\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-137984f e-transform elementor-widget elementor-widget-image\" data-id=\"137984f\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_skewX_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_skewX_effect_tablet&quot;:{&quot;unit&quot;:&quot;deg&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_skewX_effect_mobile&quot;:{&quot;unit&quot;:&quot;deg&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_skewY_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_skewY_effect_tablet&quot;:{&quot;unit&quot;:&quot;deg&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_skewY_effect_mobile&quot;:{&quot;unit&quot;:&quot;deg&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" 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<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"355\" src=\"https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/Go-KI_Meetup_1a_blurred-768x355.jpg\" class=\"attachment-medium_large size-medium_large wp-image-3395\" alt=\"\" srcset=\"https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/Go-KI_Meetup_1a_blurred-768x355.jpg 768w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/Go-KI_Meetup_1a_blurred-300x139.jpg 300w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/Go-KI_Meetup_1a_blurred-1024x473.jpg 1024w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/Go-KI_Meetup_1a_blurred-1536x709.jpg 1536w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/Go-KI_Meetup_1a_blurred-2048x946.jpg 2048w, https:\/\/go-ki.org\/wp-content\/uploads\/2024\/04\/Go-KI_Meetup_1a_blurred-18x8.jpg 18w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\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 class=\"elementor-element elementor-element-04e8bb2 elementor-widget elementor-widget-text-editor\" data-id=\"04e8bb2\" data-element_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<p>Eindr\u00fccke vom erstes Meetup im Februar 2024<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6feb741 elementor-widget elementor-widget-text-editor\" data-id=\"6feb741\" data-element_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<p><span style=\"font-weight: 400;\">Seit Anfang 2024 veranstalten wir regelm\u00e4\u00dfige Meetups in Form einer Paper-Reading-Group am ZEKI (Zentrum f\u00fcr Erlebbare K\u00fcnstliche Intelligenz) in Berlin. Wir stellen verschiedene Papers vor, die thematisch mit dem Go-KI Projekt zusammenh\u00e4ngen, von neuesten Erkenntnissen im Bereich der (Erkl\u00e4rbaren) K\u00fcnstlichen Intelligenz bis zu neuen Trends in der Softwareentwicklung. Die Meetings werden hybrid abgehalten (vor Ort und per Zoom) und sind f\u00fcr alle interessierten Teilnehmer offen.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b8292ec elementor-widget elementor-widget-text-editor\" data-id=\"b8292ec\" data-element_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<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Anmeldung \u00fcber Go-KI.org: <\/span><a href=\"https:\/\/go-ki.org\/anmeldungen\/\"><span style=\"font-weight: 400;\">https:\/\/go-ki.org\/anmeldungen\/<\/span><\/a><span style=\"font-weight: 400;\">\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Gruppe auf Meetup.com: <\/span><a href=\"https:\/\/www.meetup.com\/de-DE\/berlin-tangible-xai-group\/\"><span style=\"font-weight: 400;\">https:\/\/www.meetup.com\/de-DE\/berlin-tangible-xai-group\/<\/span><\/a><span style=\"font-weight: 400;\">\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Aufzeichnungen auf Youtube: <\/span><a href=\"https:\/\/www.youtube.com\/channel\/UCms0AZBeKcwDobZmkTkgaMw\"><span style=\"font-weight: 400;\">https:\/\/www.youtube.com\/channel\/UCms0AZBeKcwDobZmkTkgaMw<\/span><\/a><span style=\"font-weight: 400;\">\u00a0<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-edd081f elementor-position-right elementor-vertical-align-middle elementor-view-default elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"edd081f\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#start\" class=\"elementor-icon elementor-animation-\" tabindex=\"-1\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t<a href=\"#start\" >\n\t\t\t\t\t\tnach oben\t\t\t\t\t<\/a>\n\t\t\t\t<\/h5>\n\t\t\t\t\t\t\t<\/div>\n\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<div class=\"elementor-element elementor-element-791c4b0 e-flex e-con-boxed e-con e-parent\" data-id=\"791c4b0\" data-element_type=\"container\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4937cbf elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"4937cbf\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ff57841 e-flex e-con-boxed e-con e-child\" data-id=\"ff57841\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d57dea7 elementor-widget elementor-widget-heading\" data-id=\"d57dea7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Publikationen<\/h2>\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-a239bc4 elementor-widget elementor-widget-text-editor\" data-id=\"a239bc4\" data-element_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<ul><li>Benjamin Acar, Tobias K\u00fcster, Oskar F. Kupke, Robert K. Strehlow, Marc G. Augusto, Fikret Sivrikaya and Sahin Albayrak: OPACA: Toward an Open, Language- and Platform-Independent API for Containerized Agents. <i>IEEE Access<\/i>, vol. 12, pp. 10012-10022, 2024, doi: <a href=\"https:\/\/doi.org\/10.1109\/ACCESS.2024.3353613\">10.1109\/ACCESS.2024.3353613<\/a>.<\/li><li><p>Benjamin Acar, Martin Berger, Marc G. Augusto, Tobias K\u00fcster, Fikret Sivrikaya and Sahin Albayrak: An Agent-based Data Acquisition Pipeline for Image Data. IEEE Access, vol. 12, pp 102440 &#8211; 102448, 2024, doi: <a href=\"https:\/\/doi.org\/10.1109\/ACCESS.2024.3431429\">10.1109\/ACCESS.2024.3431429<\/a><\/p><\/li><li><p>Aray Karjauv and Sahin Albayrak: LaFAM: Unsupervised Feature Attribution with Label-free Activation Maps. German Conference on Artificial Intelligence (K\u00fcnstliche Intelligenz), 2024<\/p><\/li><li><p>Tobias Schulz, Pedram Babakhani, Moritz Heine, Finn Harms, Marc G. Augusto and Sahin Albayrak: GGAS: Ground Guiding Assistant System for Interactive Indoor Wayfinding. 14th Int. Conf. on Indoor Positioning and Indoor Navigation (IPIN 2024)<\/p><\/li><li><p>Nils Ole Breuer and Sahin Albayrak: Towards Automated Human-Centered<br \/>Recommendation of Explainable AI Solutions. Workshop on Multimodal, Affective, and Interactive Explainable AI @ European Conference on Artificial Intelligence<\/p><\/li><li>Abdullah Kiwan, Andreas Lommatzsch and Sahin Albayrak: Enhancing Data Accessibility: Integrating Speech-Based Interfaces with Large Language Models for Intuitive Database Queries. LWDA Workshops 2024<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0fc7333 elementor-position-right elementor-vertical-align-middle elementor-view-default elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"0fc7333\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#start\" class=\"elementor-icon elementor-animation-\" tabindex=\"-1\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t<a href=\"#start\" >\n\t\t\t\t\t\tnach oben\t\t\t\t\t<\/a>\n\t\t\t\t<\/h5>\n\t\t\t\t\t\t\t<\/div>\n\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>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Ergebnisse Inhalt KI-Framework \u201eOPACA\u201c OPACA Logo Die Entwicklung verteilter Systeme ist sehr komplex und stellt Entwickler vor zahlreiche wiederkehrende Aufgaben. In unserem KI-Framework \u201cOPACA\u201d kombinieren wir Aspekte von Multiagenten-Systemen mit [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"footnotes":""},"class_list":["post-3271","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Ergebnisse - goKI<\/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:\/\/go-ki.org\/en\/ergebnisse\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ergebnisse - goKI\" \/>\n<meta property=\"og:description\" content=\"Ergebnisse Inhalt KI-Framework \u201eOPACA\u201c OPACA Logo Die Entwicklung verteilter Systeme ist sehr komplex und stellt Entwickler vor zahlreiche wiederkehrende Aufgaben. 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