{"id":18998,"date":"2019-03-28T10:04:25","date_gmt":"2019-03-28T09:04:25","guid":{"rendered":"https:\/\/dfge.de\/?page_id=18998"},"modified":"2022-03-11T13:50:07","modified_gmt":"2022-03-11T12:50:07","slug":"download-whitepaper-csr-and-artificial-intelligence","status":"publish","type":"page","link":"https:\/\/dfge.de\/en\/download-whitepaper-csr-and-artificial-intelligence\/","title":{"rendered":"Download Whitepaper &#8220;CSR and Artificial Intelligence&#8221;"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row content_placement=&#8221;middle&#8221; css=&#8221;.vc_custom_1575390546273{padding-top: 55px !important;padding-bottom: 55px !important;}&#8221;][vc_column][vc_row_inner equal_height=&#8221;yes&#8221; content_placement=&#8221;middle&#8221;][vc_column_inner width=&#8221;2\/3&#8243; css=&#8221;.vc_custom_1575390506246{margin-top: 30px !important;margin-bottom: 30px !important;}&#8221;]<div id=\"ultimate-heading-35669f95c0ce1955\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-35669f95c0ce1955 uvc-9344  uvc-heading-default-font-sizes\" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-35669f95c0ce1955 h3'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h3 style=\"font-weight:bold;color:#00adea;margin-bottom:20px;\">Whitepaper CSR and AI<\/h3><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-35669f95c0ce1955 .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"desktop:34px;\",\"line-height\":\"desktop:44px;\"}'  style=\"font-weight:bold;color:#222222;margin-bottom:30px;\"><\/p>\n<div class=\"wpb_text_column wpb_content_element \">\n<div class=\"wpb_wrapper\">\n<p>See the potential!<\/p><\/div>\n<\/div>\n<p><\/div><\/div>[vc_column_text css_animation=&#8221;fadeInLeft&#8221;]The shift towards data-driven CSR management is promoted and accelerated by Artificial Intelligence. Methods to analyze and compare sustainability-related textual data will not only increase efficiency but also scalability. This is relevant, as it is time-consuming, error-prone and rather subjective to process large amounts of text manually, especially since these documents often contain rich and ambiguous natural language. A content analysis of texts about sustainability and CSR-related topics provides valuable insights, for instance regarding upcoming CSR trends. It also enables sectoral benchmarking or quality checks for sustainability reporting.<\/p>\n<p>The DFGE Whitepaper \u201c<span class=\"fontstyle0\">Automatic Analysis of Textual CSR Data<\/span>\u201d introduces methodologies and use cases for an automated analysis of CSR-related textual data.[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/3&#8243;][vc_icon icon_fontawesome=&#8221;fas fa-info&#8221; color=&#8221;black&#8221; background_style=&#8221;rounded&#8221; align=&#8221;center&#8221;]<div class=\"standard-arrow list-divider bullet-top\"><ul>\n<li><a href=\"http:\/\/dfge.de\/en\/sustainability-intelligence\/\" target=\"_blank\" rel=\"noopener noreferrer\">Sustainability Intelligence with DFGE<\/a><\/li>\n<li><a href=\"http:\/\/dfge.de\/en\/history-philosophy\/\" target=\"_blank\" rel=\"noopener noreferrer\">About DFGE<\/a><\/li>\n<li><a href=\"https:\/\/dfge.de\/en\/sustainability-intelligence\/artificial-intelligence-csr\/\">CSR and AI with DFGE<\/a><\/li>\n<\/ul>\n<\/div>[\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; css=&#8221;.vc_custom_1643720776896{padding-bottom: 40px !important;background-color: rgba(0,0,0,0.04) !important;*background-color: rgb(0,0,0) !important;}&#8221;][vc_column width=&#8221;2\/3&#8243;]<div class=\"ult-spacer spacer-69f95c0ce1a6f\" data-id=\"69f95c0ce1a6f\" data-height=\"40\" data-height-mobile=\"40\" data-height-tab=\"40\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div><div id=\"ultimate-heading-747369f95c0ce1ad0\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-747369f95c0ce1ad0 uvc-6626  uvc-heading-default-font-sizes\" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-747369f95c0ce1ad0 h3'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h3 style=\"font-weight:bold;color:#00adea;margin-bottom:20px;\">Download<\/h3><\/div><\/div>[vc_column_text]To get your free copy, please fill in the form below \u2013 then you will receive an email with a link to download the whitepaper.[\/vc_column_text][vc_column_text]<!-- [if lte IE 8]><br \/>\n<script charset=\"utf-8\" type=\"text\/javascript\" src=\"\/\/js.hsforms.net\/forms\/v2-legacy.js\"><\/script><br \/>\n<![endif]--><br \/>\n<script charset=\"utf-8\" type=\"text\/javascript\" src=\"\/\/js.hsforms.net\/forms\/v2.js\"><\/script><br \/>\n<script>\n  hbspt.forms.create({\n\tregion: \"na1\",\n\tportalId: \"20280710\",\n\tformId: \"3950859a-4c32-45b1-b14f-04cd8fd85316\"\n});\n<\/script>[\/vc_column_text]<div class=\"ult-spacer spacer-69f95c0ce1b37\" data-id=\"69f95c0ce1b37\" data-height=\"40\" data-height-mobile=\"40\" data-height-tab=\"40\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div>[\/vc_column][vc_column width=&#8221;1\/3&#8243;][\/vc_column][\/vc_row][vc_row][vc_column]<div class=\"ult-spacer spacer-69f95c0ce1b6e\" data-id=\"69f95c0ce1b6e\" data-height=\"40\" data-height-mobile=\"40\" data-height-tab=\"40\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div>[\/vc_column][\/vc_row][vc_row][vc_column width=&#8221;1\/4&#8243;][vc_single_image image=&#8221;24941&#8243; img_size=&#8221;full&#8221; alignment=&#8221;center&#8221; onclick=&#8221;custom_link&#8221; link=&#8221;https:\/\/dfge.de\/cdp-climate-change\/&#8221;][\/vc_column][vc_column width=&#8221;1\/4&#8243;][vc_single_image image=&#8221;17101&#8243; img_size=&#8221;full&#8221; alignment=&#8221;center&#8221; onclick=&#8221;custom_link&#8221; link=&#8221;https:\/\/dfge.de\/ecovadis\/&#8221;][\/vc_column][vc_column width=&#8221;1\/4&#8243;][vc_single_image image=&#8221;26151&#8243; img_size=&#8221;full&#8221; alignment=&#8221;center&#8221; onclick=&#8221;custom_link&#8221; link=&#8221;https:\/\/dfge.de\/un-global-compact\/&#8221;][\/vc_column][vc_column width=&#8221;1\/4&#8243;][vc_single_image image=&#8221;16730&#8243; img_size=&#8221;full&#8221; alignment=&#8221;center&#8221; onclick=&#8221;custom_link&#8221; link=&#8221;http:\/\/dfge.de\/gri\/&#8221;][\/vc_column][\/vc_row][vc_row][vc_column]<div class=\"ult-spacer spacer-69f95c0ce1ba3\" data-id=\"69f95c0ce1ba3\" data-height=\"30\" data-height-mobile=\"30\" data-height-tab=\"30\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div>[\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row content_placement=&#8221;middle&#8221; css=&#8221;.vc_custom_1575390546273{padding-top: 55px !important;padding-bottom: 55px !important;}&#8221;][vc_column][vc_row_inner equal_height=&#8221;yes&#8221; content_placement=&#8221;middle&#8221;][vc_column_inner width=&#8221;2\/3&#8243; css=&#8221;.vc_custom_1575390506246{margin-top: 30px !important;margin-bottom: 30px !important;}&#8221;][vc_column_text css_animation=&#8221;fadeInLeft&#8221;]The shift towards data-driven CSR management is promoted and accelerated by Artificial Intelligence. Methods to analyze and compare sustainability-related textual data will not only increase efficiency but also scalability. This is relevant, as it is time-consuming, error-prone and rather subjective&hellip;<\/p>\n","protected":false},"author":11,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"content-type":"","footnotes":""},"class_list":["post-18998","page","type-page","status-publish","hentry","description-off"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Download Whitepaper &quot;CSR and Artificial Intelligence&quot; - DFGE - Institute for Energy, Ecology and Economy<\/title>\n<meta name=\"description\" content=\"The DFGE Whitepaper &quot;Automatic Analysis of Textual CSR Data&quot; introduces methodologies and use cases for an automated analysis of CSR-related textual data.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dfge.de\/en\/download-whitepaper-csr-and-artificial-intelligence\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Download Whitepaper &quot;CSR and Artificial Intelligence&quot; - DFGE - Institute for Energy, Ecology and Economy\" \/>\n<meta property=\"og:description\" content=\"The DFGE Whitepaper &quot;Automatic Analysis of Textual CSR Data&quot; introduces methodologies and use cases for an automated analysis of CSR-related textual data.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dfge.de\/en\/download-whitepaper-csr-and-artificial-intelligence\/\" \/>\n<meta property=\"og:site_name\" content=\"DFGE - Institute for Energy, Ecology and Economy\" \/>\n<meta property=\"article:modified_time\" content=\"2022-03-11T12:50:07+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@DFGEnergy\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/dfge.de\\\/en\\\/download-whitepaper-csr-and-artificial-intelligence\\\/\",\"url\":\"https:\\\/\\\/dfge.de\\\/en\\\/download-whitepaper-csr-and-artificial-intelligence\\\/\",\"name\":\"Download Whitepaper \\\"CSR and Artificial Intelligence\\\" - DFGE - Institute for Energy, Ecology and Economy\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dfge.de\\\/#website\"},\"datePublished\":\"2019-03-28T09:04:25+00:00\",\"dateModified\":\"2022-03-11T12:50:07+00:00\",\"description\":\"The DFGE Whitepaper \\\"Automatic Analysis of Textual CSR Data\\\" introduces methodologies and use cases for an automated analysis of CSR-related textual data.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/dfge.de\\\/en\\\/download-whitepaper-csr-and-artificial-intelligence\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/dfge.de\\\/en\\\/download-whitepaper-csr-and-artificial-intelligence\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/dfge.de\\\/en\\\/download-whitepaper-csr-and-artificial-intelligence\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/dfge.de\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Download Whitepaper &#8220;CSR and Artificial Intelligence&#8221;\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/dfge.de\\\/#website\",\"url\":\"https:\\\/\\\/dfge.de\\\/\",\"name\":\"DFGE - Institute for Energy, Ecology and Economy\",\"description\":\"CO2-Management Unternehmen und Produkte, Carbon Footprint, CDP Beratung, EcoVadis, CSR, GRI Consulting, UN Global Compact.\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/dfge.de\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Download Whitepaper \"CSR and Artificial Intelligence\" - DFGE - Institute for Energy, Ecology and Economy","description":"The DFGE Whitepaper \"Automatic Analysis of Textual CSR Data\" introduces methodologies and use cases for an automated analysis of CSR-related textual data.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/dfge.de\/en\/download-whitepaper-csr-and-artificial-intelligence\/","og_locale":"en_US","og_type":"article","og_title":"Download Whitepaper \"CSR and Artificial Intelligence\" - DFGE - Institute for Energy, Ecology and Economy","og_description":"The DFGE Whitepaper \"Automatic Analysis of Textual CSR Data\" introduces methodologies and use cases for an automated analysis of CSR-related textual data.","og_url":"https:\/\/dfge.de\/en\/download-whitepaper-csr-and-artificial-intelligence\/","og_site_name":"DFGE - Institute for Energy, Ecology and Economy","article_modified_time":"2022-03-11T12:50:07+00:00","twitter_card":"summary_large_image","twitter_site":"@DFGEnergy","twitter_misc":{"Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/dfge.de\/en\/download-whitepaper-csr-and-artificial-intelligence\/","url":"https:\/\/dfge.de\/en\/download-whitepaper-csr-and-artificial-intelligence\/","name":"Download Whitepaper \"CSR and Artificial Intelligence\" - DFGE - Institute for Energy, Ecology and Economy","isPartOf":{"@id":"https:\/\/dfge.de\/#website"},"datePublished":"2019-03-28T09:04:25+00:00","dateModified":"2022-03-11T12:50:07+00:00","description":"The DFGE Whitepaper \"Automatic Analysis of Textual CSR Data\" introduces methodologies and use cases for an automated analysis of CSR-related textual data.","breadcrumb":{"@id":"https:\/\/dfge.de\/en\/download-whitepaper-csr-and-artificial-intelligence\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/dfge.de\/en\/download-whitepaper-csr-and-artificial-intelligence\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/dfge.de\/en\/download-whitepaper-csr-and-artificial-intelligence\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/dfge.de\/en\/"},{"@type":"ListItem","position":2,"name":"Download Whitepaper &#8220;CSR and Artificial Intelligence&#8221;"}]},{"@type":"WebSite","@id":"https:\/\/dfge.de\/#website","url":"https:\/\/dfge.de\/","name":"DFGE - Institute for Energy, Ecology and Economy","description":"CO2-Management Unternehmen und Produkte, Carbon Footprint, CDP Beratung, EcoVadis, CSR, GRI Consulting, UN Global Compact.","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/dfge.de\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/dfge.de\/en\/wp-json\/wp\/v2\/pages\/18998","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dfge.de\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/dfge.de\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/dfge.de\/en\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"https:\/\/dfge.de\/en\/wp-json\/wp\/v2\/comments?post=18998"}],"version-history":[{"count":11,"href":"https:\/\/dfge.de\/en\/wp-json\/wp\/v2\/pages\/18998\/revisions"}],"predecessor-version":[{"id":19003,"href":"https:\/\/dfge.de\/en\/wp-json\/wp\/v2\/pages\/18998\/revisions\/19003"}],"wp:attachment":[{"href":"https:\/\/dfge.de\/en\/wp-json\/wp\/v2\/media?parent=18998"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}