{"id":2243,"date":"2025-03-23T23:36:58","date_gmt":"2025-03-23T22:36:58","guid":{"rendered":"https:\/\/aisema.eu\/?page_id=2243"},"modified":"2025-04-10T14:27:45","modified_gmt":"2025-04-10T12:27:45","slug":"aisema-score","status":"publish","type":"page","link":"https:\/\/aisema.eu\/pl\/aisema-score\/","title":{"rendered":"AISEMA Score"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"2243\" class=\"elementor elementor-2243\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fc66290 e-flex e-con-boxed e-con e-parent\" data-id=\"fc66290\" 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-dcf4366 elementor-widget elementor-widget-heading\" data-id=\"dcf4366\" 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 - v3.21.0 - 26-05-2024 *\/\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><h2 class=\"elementor-heading-title elementor-size-default\">AISEMA Score \u2013 Understanding Relevance<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-af87c28 elementor-widget elementor-widget-text-editor\" data-id=\"af87c28\" 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 - v3.21.0 - 26-05-2024 *\/\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><b><span data-contrast=\"auto\"><br>+ How is AISEMA Score calculated?<\/span><\/b><span data-ccp-props=\"{}\">&nbsp;<\/span><\/p>\n<p><span data-contrast=\"auto\">AISEMA Score is a <\/span><b><span data-contrast=\"auto\">quantitative measure of relevance<\/span><\/b><span data-contrast=\"auto\">, helping users quickly assess how well a given <\/span><b><span data-contrast=\"auto\">topic or project<\/span><\/b><span data-contrast=\"auto\"> matches their query. It is based on a <\/span><b><span data-contrast=\"auto\">weighted semantic analysis<\/span><\/b><span data-contrast=\"auto\"> of key elements from European Commission documents.<\/span><span data-ccp-props=\"{}\">&nbsp;<\/span><\/p>\n<p><span data-contrast=\"auto\">For <\/span><b><span data-contrast=\"auto\">funding topics<\/span><\/b><span data-contrast=\"auto\">, AISEMA Score is derived from three essential components:<\/span><span data-ccp-props=\"{}\">&nbsp;<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Expected Outcome<\/span><\/b><span data-contrast=\"auto\"> \u2013 The anticipated results of the funded research.<\/span><span data-ccp-props=\"{}\">&nbsp;<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Impact<\/span><\/b><span data-contrast=\"auto\"> \u2013 The broader effects of the project on science, society, and industry.<\/span><span data-ccp-props=\"{}\">&nbsp;<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Scope<\/span><\/b><span data-contrast=\"auto\"> \u2013 The specific research areas and methodologies covered.<\/span><span data-ccp-props=\"{}\">&nbsp;<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">Each of these sections is semantically and contextually compared to the user\u2019s query using advanced language models and a fast vector database. The final AISEMA Score is computed as a weighted sum of these subsection scores, providing a single, interpretable relevance metric. Users can view partial scores for each section in the Details panel of the search results. For project searches, AISEMA Score is calculated based on semantic similarity between the project title and description and the user\u2019s input.\u202f<\/span><span data-ccp-props=\"{}\">&nbsp;<\/span><\/p>\n<p><span data-ccp-props=\"{}\">&nbsp;<\/span><\/p>\n<p><b><span data-contrast=\"auto\">Understanding Horizon Europe sections: Expected Outcome, Impact, and Scope<\/span><\/b><span data-ccp-props=\"{}\">&nbsp;<\/span><\/p>\n<p><span data-contrast=\"auto\">When evaluating funding opportunities in <\/span><b><span data-contrast=\"auto\">Horizon Europe<\/span><\/b><span data-contrast=\"auto\">, topics are often structured into three key sections: <\/span><b><span data-contrast=\"auto\">Expected Outcome, Impact, and Scope<\/span><\/b><span data-contrast=\"auto\">. These elements define the purpose, goals, and expectations of a call and are essential for aligning project proposals with funding requirements.<\/span><span data-ccp-props=\"{}\">&nbsp;<\/span><\/p>\n<p><b><span data-contrast=\"auto\">+ Expected Outcome \u2013 What Results Should the Project Deliver?<\/span><\/b><span data-ccp-props=\"{}\">&nbsp;<\/span><\/p>\n<p><span data-contrast=\"auto\">The <\/span><b><span data-contrast=\"auto\">Expected Outcome<\/span><\/b><span data-contrast=\"auto\"> section outlines the <\/span><b><span data-contrast=\"auto\">direct results<\/span><\/b><span data-contrast=\"auto\"> of projects funded under the given topic. It describes the specific advancements, deliverables, and technical or scientific breakthroughs that proposals should achieve.<\/span><span data-ccp-props=\"{}\">&nbsp;<\/span><\/p>\n<p><b><span data-contrast=\"auto\">+ How to interpret it?<\/span><\/b><span data-ccp-props=\"{}\">&nbsp;<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Think of this as the <\/span><b><span data-contrast=\"auto\">&#8220;what&#8221;<\/span><\/b><span data-contrast=\"auto\"> \u2013 the concrete outputs your project should generate.<\/span><span data-ccp-props=\"{}\">&nbsp;<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Align your ideas with the listed outcomes to ensure your proposal is relevant.<\/span><span data-ccp-props=\"{}\">&nbsp;<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">If multiple outcomes are listed, your project should address <\/span><b><span data-contrast=\"auto\">as many as possible<\/span><\/b><span data-contrast=\"auto\"> while staying realistic.<\/span><span data-ccp-props=\"{}\">&nbsp;<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Be aware of important details: some Topics state \u201caddress ALL Expected Outcomes\u201d or \u201caddress ONE of the Outcomes listed below\u201d.\u202f<\/span><span data-ccp-props=\"{}\">&nbsp;<br><br><\/span><\/li>\n<\/ul>\n<p><b><span data-contrast=\"auto\">Pro Tip:<\/span><\/b><span data-contrast=\"auto\"> Review past funded projects under similar topics to understand how outcomes were interpreted and delivered. You can do this with AISEMA, using specific Expected Outcomes as project queries.<\/span><span data-ccp-props=\"{}\">&nbsp;<\/span><\/p>\n<p><span data-ccp-props=\"{}\">&nbsp;<\/span><\/p>\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>","protected":false},"excerpt":{"rendered":"<p>AISEMA Score \u2013 Understanding Relevance + How is AISEMA Score calculated?&nbsp; AISEMA Score is a quantitative measure of relevance, helping users quickly assess how well a given topic or project matches their query. It is based on a weighted semantic analysis of key elements from European Commission documents.&nbsp; For funding topics, AISEMA Score is derived [&hellip;]<\/p>","protected":false},"author":2,"featured_media":2191,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-2243","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Learn about the algorithm behind AISEMA Score<\/title>\n<meta name=\"description\" content=\"Learn in detail how we calculate the AISEMA Score and why it is useful for evaluating calls, projects and partnerships. 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