{"id":6462,"date":"2021-10-11T14:39:00","date_gmt":"2021-10-11T14:39:00","guid":{"rendered":"https:\/\/www.moresophy.com\/2025\/02\/05\/how-can-a-computer-learn-to-understand-a-natural-language-part-3-text-analysis\/"},"modified":"2025-04-11T12:59:36","modified_gmt":"2025-04-11T12:59:36","slug":"how-can-a-computer-learn-to-understand-a-natural-language-part-3-text-analysis","status":"publish","type":"post","link":"https:\/\/www.moresophy.com\/en\/blog\/content-in-context\/how-can-a-computer-learn-to-understand-a-natural-language-part-3-text-analysis","title":{"rendered":"How Can a Computer Learn to Understand a Natural Language? (Part 3: Text Analysis)"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"6462\" class=\"elementor elementor-6462 elementor-6460\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-82ddf9a elementor-hidden-desktop e-flex e-con-boxed e-con e-parent\" data-id=\"82ddf9a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8190854 elementor-hidden-desktop e-flex e-con-boxed e-con e-parent\" data-id=\"8190854\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-ab4ac91 e-con-full e-flex e-con e-child\" data-id=\"ab4ac91\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9eee381 elementor-widget elementor-widget-button\" data-id=\"9eee381\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.moresophy.com\/blog\/content-in-context\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Content in Context<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ef2a16c e-con-full e-flex e-con e-child\" data-id=\"ef2a16c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f677587 author_blog elementor-widget elementor-widget-text-editor\" data-id=\"f677587\" 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><a href=\"https:\/\/www.moresophy.com\/en\/ulrike-handelshauser\">Ulrike Handelshauser<\/a><\/p>\n\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-139ad01 elementor-widget elementor-widget-text-editor\" data-id=\"139ad01\" 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>|<\/p>\n\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-95090ae elementor-widget elementor-widget-text-editor\" data-id=\"95090ae\" 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\tOctober 11, 2021\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-dff73cb elementor-widget elementor-widget-text-editor\" data-id=\"dff73cb\" 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>|<\/p>\n\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-dbc4672 elementor-widget elementor-widget-text-editor\" data-id=\"dbc4672\" 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<div class=\"blog-reading-time\">7 min. read<\/div>\n\t\t\t\t\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-dc282bb elementor-widget elementor-widget-heading\" data-id=\"dc282bb\" 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-default\">How Can a Computer Learn to Understand a Natural Language? (Part 3: Text Analysis) <\/h2>\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-638658c e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"638658c\" data-element_type=\"container\" data-e-type=\"container\">\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-5cba488 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-parent\" data-id=\"5cba488\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-a11a5a8 e-con-full e-flex e-con e-child\" data-id=\"a11a5a8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c401787 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"c401787\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fe7a30e elementor-hidden-tablet elementor-hidden-mobile e-flex e-con-boxed e-con e-parent\" data-id=\"fe7a30e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-0c16ed7 e-con-full e-flex e-con e-child\" data-id=\"0c16ed7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-283367b elementor-hidden-mobile elementor-widget elementor-widget-spacer\" data-id=\"283367b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-927d8d6 elementor-widget elementor-widget-button\" data-id=\"927d8d6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.moresophy.com\/blog\/content-in-context\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Content in Context<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-afac662 e-con-full e-flex e-con e-child\" data-id=\"afac662\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-31f95c1 author_blog elementor-widget elementor-widget-text-editor\" data-id=\"31f95c1\" 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><a href=\"https:\/\/www.moresophy.com\/en\/ulrike-handelshauser\">Ulrike Handelshauser<\/a><\/p>\n\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-496023a elementor-widget elementor-widget-text-editor\" data-id=\"496023a\" 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>|<\/p>\n\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-3dd9428 elementor-widget elementor-widget-text-editor\" data-id=\"3dd9428\" 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\tOctober 11, 2021\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-ed1d393 elementor-widget elementor-widget-text-editor\" data-id=\"ed1d393\" 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>|<\/p>\n\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-30616fc elementor-widget elementor-widget-text-editor\" data-id=\"30616fc\" 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<div class=\"blog-reading-time\">7 min. read<\/div>\n\t\t\t\t\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-3379dbd elementor-widget elementor-widget-heading\" data-id=\"3379dbd\" 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-default\">How Can a Computer Learn to Understand a Natural Language? (Part 3: Text Analysis) <\/h2>\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-166ab62 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"166ab62\" data-element_type=\"container\" data-e-type=\"container\">\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-b70df37 e-flex e-con-boxed e-con e-parent\" data-id=\"b70df37\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-17266f0 elementor-widget elementor-widget-button\" data-id=\"17266f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.moresophy.com\/en\/blog\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-left\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M257.5 445.1l-22.2 22.2c-9.4 9.4-24.6 9.4-33.9 0L7 273c-9.4-9.4-9.4-24.6 0-33.9L201.4 44.7c9.4-9.4 24.6-9.4 33.9 0l22.2 22.2c9.5 9.5 9.3 25-.4 34.3L136.6 216H424c13.3 0 24 10.7 24 24v32c0 13.3-10.7 24-24 24H136.6l120.5 114.8c9.8 9.3 10 24.8.4 34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Back to the blog overview<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-6d35539 elementor-share-buttons--view-icon elementor-share-buttons--skin-minimal elementor-share-buttons--shape-circle elementor-share-buttons--color-custom 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256z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_linkedin\" role=\"button\" tabindex=\"0\" aria-label=\"Share on linkedin\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-linkedin\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 32H31.9C14.3 32 0 46.5 0 64.3v383.4C0 465.5 14.3 480 31.9 480H416c17.6 0 32-14.5 32-32.3V64.3c0-17.8-14.4-32.3-32-32.3zM135.4 416H69V202.2h66.5V416zm-33.2-243c-21.3 0-38.5-17.3-38.5-38.5S80.9 96 102.2 96c21.2 0 38.5 17.3 38.5 38.5 0 21.3-17.2 38.5-38.5 38.5zm282.1 243h-66.4V312c0-24.8-.5-56.7-34.5-56.7-34.6 0-39.9 27-39.9 54.9V416h-66.4V202.2h63.7v29.2h.9c8.9-16.8 30.6-34.5 62.9-34.5 67.2 0 79.7 44.3 79.7 101.9V416z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_x-twitter\" role=\"button\" tabindex=\"0\" aria-label=\"Share on x-twitter\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-x-twitter\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M389.2 48h70.6L305.6 224.2 487 464H345L233.7 318.6 106.5 464H35.8L200.7 275.5 26.8 48H172.4L272.9 180.9 389.2 48zM364.4 421.8h39.1L151.1 88h-42L364.4 421.8z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_email\" role=\"button\" tabindex=\"0\" aria-label=\"Share on email\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-envelope\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M502.3 190.8c3.9-3.1 9.7-.2 9.7 4.7V400c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V195.6c0-5 5.7-7.8 9.7-4.7 22.4 17.4 52.1 39.5 154.1 113.6 21.1 15.4 56.7 47.8 92.2 47.6 35.7.3 72-32.8 92.3-47.6 102-74.1 131.6-96.3 154-113.7zM256 320c23.2.4 56.6-29.2 73.4-41.4 132.7-96.3 142.8-104.7 173.4-128.7 5.8-4.5 9.2-11.5 9.2-18.9v-19c0-26.5-21.5-48-48-48H48C21.5 64 0 85.5 0 112v19c0 7.4 3.4 14.3 9.2 18.9 30.6 23.9 40.7 32.4 173.4 128.7 16.8 12.2 50.2 41.8 73.4 41.4z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\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-0540268 e-flex e-con-boxed e-con e-parent\" data-id=\"0540268\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-78ced64 elementor-widget elementor-widget-text-editor\" data-id=\"78ced64\" 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>We still remember <strong>text analysis<\/strong> as a discipline in German lessons, for better or worse. We had to find out the most important facts about who-what-when-where-why and summarize the original text in a few sentences. Can&#8217;t a computer do that too? And can it also read between the lines?   <\/p>\n<p>Our series of articles on &#8220;Understanding a computer&#8217;s language&#8221; began with a description <a href=\"https:\/\/www.moresophy.com\/en\/blog\/content-in-context\/how-can-a-computer-learn-to-understand-a-natural-language-part-1-the-dictionary\" rel=\"noreferrer noopener\">of the <strong>complexity and mutability of natural language<\/strong><\/a>. Next, we presented <a href=\"https:\/\/www.moresophy.com\/en\/blog\/content-in-context\/how-can-a-computer-learn-to-understand-a-natural-language-part-2-text-coding-and-text-editing\" rel=\"noreferrer noopener\">the <strong>coding and pre-processing of text<\/strong><\/a>, the results of which are the prerequisite for <strong>analyzing and extracting information<\/strong>. A<strong> digital dictionary<\/strong> including <strong>a language model<\/strong>, the text broken down into words and sentences and numerous grammatical and statistical <strong>meta-information<\/strong> &#8211; without all this, no well-founded automated text analysis is possible.  <\/p>\n<p>This third and final part is dedicated to answering the following questions:<br \/>What words or phrases provide information and how does the computer recognize them? What types of information are there? <\/p>\n<h4><strong>Concrete Data Values<\/strong><\/h4>\n<p>Examples of concrete data values are:<br \/>Date and time information: <em>1.1.1703, 1703-Jan-01, New Year 1703<\/em><br \/>Currencies: <em>17 DM and three pfennigs, $ 17.03, 17.030.000.- Euro<\/em><br \/>URLs , e-mail addresses<\/p>\n<p>Such <strong>format-oriented structures<\/strong> can be encapsulated using <strong>rule-based algorithms <\/strong>or <strong>regex patterns<\/strong>. A regex pattern is a very cryptic-looking, standardized character string that describes the specific desired format. For a date in the format <em>dd.mm.yyyy<\/em> and only within the 20th century, the regex pattern is <em>[0123][0-9]\\.[01][0-9]\\.19[0-9]{2}<\/em>.  <\/p>\n<p><em> <\/em><\/p>\n<h4><strong>Named Entities<\/strong><\/h4>\n<p>Named entities are proper names that generally comprise the following categories:<\/p>\n<ul>\n<li>Personal names: <em>Mustermann Max, Prof. Dr. Willibald Murke, Baroness Gunilla-Eulalia von und zu Grumpertshofen-Drachenstein<\/em><\/li>\n<li>Place and country names<\/li>\n<li>Organization, company, brand and product names: <em>MORESOPHY GmbH, CONTEXTSUITE, Willibald-Murke-Stiftung f\u00fcr Experimentelle und Angewandte Erforschung der Satzende-Erkennung M\u00fcnchen-Sendling<\/em><\/li>\n<\/ul>\n<p>The computer can make do with prefabricated, extremely long, but never complete or up-to-date look-up lists. It is better to use <strong>Named Entity Recognition<\/strong> (NER), a sub-area of <strong>information extraction<\/strong>. This uses rules to find the typical left and right word or word sequence neighbors of an entity. For example, expressions that follow &#8220;<em>live in, come from, go to<\/em>&#8221; and do not appear in the German lexicon are candidates for a place or country name.   <\/p>\n<p>Another method is based on so-called <strong>word embedding<\/strong>. This involves determining all possible surrounding words for a specific source word and converting them into a mathematical description using their distance position and occurrence statistics. The respective result is a multidimensional vector: &#8220;Word-to-Vector&#8221;. This allows semantic conclusions to be drawn: similar words and phrases have equivalent word embeddings or word vectors <em>(&#8220;She successfully passed her exam \/ final test \/ fishing license test.&#8221;)<\/em>, word probabilities help fill gaps (&#8220;<em>The apple ??? from the tree. &#8211;&gt; falls, fell, tumbles, tumbles, strives, bounces, <\/em>&#8220;), unknown words or phrases can be assigned a meaning (&#8220;<em>In the trunk of his SPEEDY 2000 he found the spare tire.<\/em> <em>SPEEDY 2000 <\/em>&#8211;&gt; <em>car, new car, BMW, Mercedes, Audi, convertible .<\/em>.. &#8220;), <strong>co-occurrences <\/strong>(strikingly frequent co-occurrence of two or more words: &#8221;   <em>A delicate subject, by hook or by crook, First &#8230; Secondly &#8230; <\/em>&#8220;) are easy to find, and statements with incorrect content are recognized (&#8220;<em>His name is Kuala Lumpur. She lives in Borussia-Dortmund <\/em>.&#8221;).<\/p>\n<p>A higher-quality word embedding, which describes the context of a word even better, is obtained using the methodology of a <strong>neural network<\/strong>. This can not only make calculations for the current sentence, but also incorporate features from the previous input. A paragraph or text can therefore be examined and stored as a coherent unit.  <\/p>\n<h4><strong>Domain Mapping via Concise and Specific Expressions<\/strong><\/h4>\n<p>Lexical words that you would highlight with a marker when reading through the text provide important information about the text content and its topic. In most cases, such words are generally less frequently used but concise nouns (the language model recognizes this with its statistical descriptions) or domain-specific vocabulary. For example, &#8220;<em>mortgage, discount, effective annual interest rate<\/em>&#8221; refers to a text about forms of investment and the banking industry, while &#8220;<em>rear window, heated wing mirrors, power steering<\/em>&#8221; refers to the automotive industry.<\/p>\n<p>In an elaborate and complex process, the computer can learn to assign a text to a specific topic category. To do this, it also needs a well-considered classification that must be unambiguous and contain all the <strong>content categories <\/strong>relevant for its own purposes. At moresophy, we are guided by the internationally used <a href=\"https:\/\/www.iab.com\/guidelines\/content-taxonomy\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>taxonomy standard from IAB<\/strong><\/a> (see also <a href=\"https:\/\/www.moresophy.com\/en\/blog\/content-in-context\/the-iab-taxonomy\" target=\"_blank\" rel=\"noreferrer noopener\">moresophy blog post on IAB<\/a>), which comprises a good 30 categories. The disambiguation of <strong>homonyms<\/strong> (one word stands for different terms, e.g. the <em>money<\/em> bank and the <em>head<\/em> office bank) is simplified by the assignment of a content category.  <\/p>\n\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-78fe23e elementor-widget elementor-widget-spacer\" data-id=\"78fe23e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-881e53b elementor-widget elementor-widget-image\" data-id=\"881e53b\" 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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"274\" src=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/02\/Blog3_Stoff_Hobby_Wissenschaft_tagcloud-1024x274-1.webp\" class=\"attachment-large size-large wp-image-6467\" alt=\"Stoff in verschiedenen Kontexten Hobby &amp; Wissenschaft\" srcset=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/02\/Blog3_Stoff_Hobby_Wissenschaft_tagcloud-1024x274-1.webp 1024w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/02\/Blog3_Stoff_Hobby_Wissenschaft_tagcloud-1024x274-1-300x80.webp 300w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/02\/Blog3_Stoff_Hobby_Wissenschaft_tagcloud-1024x274-1-768x206.webp 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">  The homonym \"stuff\" in the context of the content categories \"hobbies and interests\" and \"science\".<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-71ef539 elementor-widget elementor-widget-image\" data-id=\"71ef539\" 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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"250\" src=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/02\/Blog3_Stoff_Drogen_Filme_tagcloud-1024x250-1.webp\" class=\"attachment-large size-large wp-image-6466\" alt=\"Stoff in verschiedenen Kontexten Drogen &amp; Filme\" srcset=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/02\/Blog3_Stoff_Drogen_Filme_tagcloud-1024x250-1.webp 1024w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/02\/Blog3_Stoff_Drogen_Filme_tagcloud-1024x250-1-300x73.webp 300w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/02\/Blog3_Stoff_Drogen_Filme_tagcloud-1024x250-1-768x188.webp 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">  The homonym \"Substance\" in the context of the content categories \"Illegal drugs\" and \"Films\".<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-6eefda1 elementor-widget elementor-widget-spacer\" data-id=\"6eefda1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-907961d elementor-widget elementor-widget-text-editor\" data-id=\"907961d\" 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<h4 id=\"h-nbsp-zwischen-den-zeilen\" class=\"wp-block-heading\"><strong>&#8220;Between the lines&#8221;<\/strong><\/h4>\n<p>A computer can &#8220;calculate&#8221; characteristics of the author&#8217;s typical writing style. Examples are: short or long sentences, few or many adjectives \/ subordinate clauses \/ foreign words \/ technical terms \/ direct speech \/ persons appearing, small or large vocabulary range. This creates a kind of &#8220;fingerprint&#8221; that is helpful in identifying authorship or proving plagiarism.  <\/p>\n<p>There is much more to discover: a text is in a positive, neutral or negative mood <strong>(sentiment<\/strong>: <em>&#8220;The optimal design improves acceptance in an excellent way&#8221;, &#8220;The miserable resignation and the dismaying downfall made it a pity.&#8221;)<\/em>, it expresses an <strong>emotion<\/strong> (<em>&#8220;Yay, everything was great and beautiful!&#8221;, &#8220;Grr, selling such terrible junk should be punished!&#8221;)<\/em>, it falls into a <strong>risk category<\/strong> (it&#8217;s about crime, weapons, drugs or similar) or it contains swear words, obscenities and hate speech. It is even possible to determine which groups of people would read the text with great interest: <em>Seniors, beauty queens and kings, nutrition and figure-conscious people, entertainment freaks<\/em> and other <strong>personas<\/strong>. <\/p>\n<h4 id=\"h-fehlschreibweisen\" class=\"wp-block-heading\"><strong>Misspellings<\/strong><\/h4>\n<p>Some information-bearing words cannot be recognized due to misspellings and therefore cannot be found in the internal models. Spelling and grammatical errors <em>(heart attack <\/em>instead of<em> myocardial infarction, Eiffel Tower <\/em>instead of<em> Eiffel Tower<\/em>) are caught by the correction service of a word processing program, but remain in a free text. Saew, <em>Drizzelbranch<\/em>, and <em>Screechpull<\/em> are examples of keyboard errors, misspellings and reading errors in automated optical character recognition (OCR). They can occur at any point and can be detected and corrected using <strong>similarity measures<\/strong> such as the <strong>Levenshtein distance<\/strong>, but at the cost of a very long program runtime.   <\/p>\n<p>All in all, the example text from the previous article <a href=\"https:\/\/www.moresophy.com\/en\/blog\/content-in-context\/how-can-a-computer-learn-to-understand-a-natural-language-part-2-text-coding-and-text-editing\" rel=\"noreferrer noopener\">&#8220;<strong>Coding and pre-processing text<\/strong><\/a>&#8221; could be &#8220;understood&#8221; by a computer as follows:<\/p>\n<p><span style=\"font-family: Courier;\"><em>&#8220;Call me <span class=\"has-inline-color has-vivid-cyan-blue-color\">Ismaelia-Mercedes<\/span> <span class=\"has-inline-color has-vivid-green-cyan-color\">(personal name score 0.99, product name score 0.01)<\/span>. Seven and a half years ago on <span class=\"has-inline-color has-vivid-cyan-blue-color\">December 24, 1873<\/span> <span class=\"has-inline-color has-vivid-green-cyan-color\">(date 1873-12-24)<\/span> &#8211; no matter how long ago exactly &#8211; when I had little or only <span class=\"has-inline-color has-vivid-cyan-blue-color\">$26<\/span> <span class=\"has-inline-color has-vivid-green-cyan-color\">(currency $26.00)<\/span> money in <span class=\"has-inline-color has-vivid-cyan-blue-color\">my MyCashPocket <\/span><span class=\"has-inline-color has-vivid-green-cyan-color\">(unknown; wallet, purse)<\/span> and nothing in particular appealed to me in the land of <span class=\"has-inline-color has-vivid-cyan-blue-color\">Patagonia <\/span><span class=\"has-inline-color has-vivid-green-cyan-color\">(Entitiy Ort)<\/span>, I thought I would sail around a little as a <span class=\"has-inline-color has-vivid-cyan-blue-color\">figurehead <\/span>on a <span class=\"has-inline-color has-vivid-cyan-blue-color\">three-master <\/span>and see the watery part of the earth, namely the <span class=\"has-inline-color has-vivid-cyan-blue-color\">Bay of Biscay<\/span> <span class=\"has-inline-color has-vivid-green-cyan-color\">(Entitiy Ort)<\/span>.&#8221; <\/em><\/span><\/p>\n<p><span style=\"font-family: Courier;\"><span class=\"has-inline-color has-vivid-green-cyan-color\"><em>Content category: Travel, cruises<\/em><br \/><em>Risk category: none<\/em><br \/><em>Sentiment: neutral<\/em><br \/><em>Emotion: neutral<\/em><br \/><em>Target group: Adventurers and travel enthusiasts<\/em><br \/><em>Authorship: &#8220;Moby Dick, Herman Melville&#8221;, score 0.87<\/em><\/span><\/span><\/p>\n<p><span style=\"font-family: Courier;\"><span class=\"has-inline-color has-vivid-green-cyan-color\"><em> <\/em><\/span><\/span><\/p>\n<h4 id=\"h-ausblick\" class=\"wp-block-heading\"><strong>Outlook<\/strong><\/h4>\n<p>Computational linguistics has by no means reached its goal. Natural language also includes irony, humor, sarcasm, lies, idioms, puns, rhetorical stylistic devices and paradoxes. When speaking, there are further subtleties: Prosody, emphasis, pauses in speech, speech melody and speed. They can emphasize, reverse or modify the original meaning. Not an easy task for the further development of the &#8220;linguistically gifted&#8221; computer!    <\/p>\n\t\t\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-5e28ffc e-flex e-con-boxed e-con e-parent\" data-id=\"5e28ffc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-1b42b0a e-con-full e-flex e-con e-child\" data-id=\"1b42b0a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-44afa00 e-con-full e-flex e-con e-child\" data-id=\"44afa00\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9e1a7d8 elementor-widget elementor-widget-image\" data-id=\"9e1a7d8\" 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<img decoding=\"async\" width=\"880\" height=\"880\" src=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/04\/ulrike_moresophy.webp\" class=\"attachment-large size-large wp-image-9470\" alt=\"Portrait von Ulrike Handelshauser\" srcset=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/04\/ulrike_moresophy.webp 880w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/04\/ulrike_moresophy-300x300.webp 300w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/04\/ulrike_moresophy-150x150.webp 150w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/04\/ulrike_moresophy-768x768.webp 768w\" sizes=\"(max-width: 880px) 100vw, 880px\" \/>\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-52104f1 e-con-full e-flex e-con e-child\" data-id=\"52104f1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8e2d408 elementor-widget elementor-widget-heading\" data-id=\"8e2d408\" 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-default\"><a href=\"https:\/\/www.moresophy.com\/autor\/ulrike-handelshauser\">Ulrike Handelshauser<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f236485 elementor-widget elementor-widget-heading\" data-id=\"f236485\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Computer scientist and computer linguist<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d18384 elementor-widget elementor-widget-spacer\" data-id=\"5d18384\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-832d205 elementor-widget elementor-widget-text-editor\" data-id=\"832d205\" 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>Ulrike is a computer scientist and computer linguist. The thematic focus of her blog posts is on the comprehensibility and usability of the human-machine interface. <\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\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<div class=\"elementor-element elementor-element-fa154ae e-flex e-con-boxed e-con e-parent\" data-id=\"fa154ae\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-8e601cc e-con-full e-flex e-con e-child\" data-id=\"8e601cc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d02b294 elementor-widget elementor-widget-button\" data-id=\"d02b294\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.moresophy.com\/en\/blog\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-left\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M257.5 445.1l-22.2 22.2c-9.4 9.4-24.6 9.4-33.9 0L7 273c-9.4-9.4-9.4-24.6 0-33.9L201.4 44.7c9.4-9.4 24.6-9.4 33.9 0l22.2 22.2c9.5 9.5 9.3 25-.4 34.3L136.6 216H424c13.3 0 24 10.7 24 24v32c0 13.3-10.7 24-24 24H136.6l120.5 114.8c9.8 9.3 10 24.8.4 34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Back to the blog overview<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-f1b56b5 elementor-widget elementor-widget-button\" data-id=\"f1b56b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.moresophy.com\/blog\/content-in-context\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">All about Content in Context<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\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<div class=\"elementor-element elementor-element-3bb3361 e-flex e-con-boxed e-con e-parent\" data-id=\"3bb3361\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8d34ae2 elementor-widget elementor-widget-heading\" data-id=\"8d34ae2\" 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<h3 class=\"elementor-heading-title elementor-size-default\">More articles from Content in Context<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6b13b4 elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-widget elementor-widget-loop-grid\" data-id=\"c6b13b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;template_id&quot;:8430,&quot;columns&quot;:3,&quot;_skin&quot;:&quot;post&quot;,&quot;columns_tablet&quot;:&quot;2&quot;,&quot;columns_mobile&quot;:&quot;1&quot;,&quot;edit_handle_selector&quot;:&quot;[data-elementor-type=\\&quot;loop-item\\&quot;]&quot;,&quot;row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"loop-grid.post\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-loop-container elementor-grid\" role=\"list\">\n\t\t<style id=\"loop-8430\">.elementor-8430 .elementor-element.elementor-element-95fbe56{--display:flex;--gap:0px 0px;--row-gap:0px;--column-gap:0px;border-style:solid;--border-style:solid;border-width:2px 2px 2px 2px;--border-top-width:2px;--border-right-width:2px;--border-bottom-width:2px;--border-left-width:2px;border-color:var( --e-global-color-4ae3596 );--border-color:var( --e-global-color-4ae3596 );--border-radius:2px 2px 2px 2px;--padding-top:0rem;--padding-bottom:0rem;--padding-left:0rem;--padding-right:0rem;}.elementor-8430 .elementor-element.elementor-element-95fbe56:not(.elementor-motion-effects-element-type-background), .elementor-8430 .elementor-element.elementor-element-95fbe56 > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-color:var( --e-global-color-9ba0f1e );}.elementor-8430 .elementor-element.elementor-element-5240d1f img{height:16rem;object-fit:cover;object-position:center center;}.elementor-8430 .elementor-element.elementor-element-0731158{--display:flex;--gap:0px 0px;--row-gap:0px;--column-gap:0px;--padding-top:4rem;--padding-bottom:4rem;--padding-left:4rem;--padding-right:4rem;}.elementor-8430 .elementor-element.elementor-element-27129ce{--display:flex;--flex-direction:row;--container-widget-width:initial;--container-widget-height:100%;--container-widget-flex-grow:1;--container-widget-align-self:stretch;--flex-wrap-mobile:wrap;--gap:0rem 0.2rem;--row-gap:0rem;--column-gap:0.2rem;--flex-wrap:wrap;--margin-top:0px;--margin-bottom:0px;--margin-left:0px;--margin-right:0px;--padding-top:0px;--padding-bottom:0px;--padding-left:0px;--padding-right:0px;}.elementor-8430 .elementor-element.elementor-element-974de56{column-gap:0px;font-family:var( --e-global-typography-accent-font-family ), Sans-serif;font-size:var( --e-global-typography-accent-font-size );font-weight:var( --e-global-typography-accent-font-weight );color:var( --e-global-color-eb26930 );}.elementor-8430 .elementor-element.elementor-element-974de56 > .elementor-widget-container{margin:00px 0px 00px 0px;padding:0px 0px 0px 0px;}.elementor-8430 .elementor-element.elementor-element-3369b30{font-family:var( --e-global-typography-accent-font-family ), Sans-serif;font-size:var( --e-global-typography-accent-font-size );font-weight:var( --e-global-typography-accent-font-weight );}.elementor-8430 .elementor-element.elementor-element-3369b30 > .elementor-widget-container{margin:0px 0px 0px 0px;padding:0px 0px 0px 0px;}.elementor-8430 .elementor-element.elementor-element-28de411{font-family:var( --e-global-typography-accent-font-family ), Sans-serif;font-size:var( --e-global-typography-accent-font-size );font-weight:var( --e-global-typography-accent-font-weight );}.elementor-8430 .elementor-element.elementor-element-28de411 > .elementor-widget-container{margin:0px 0px 0px 0px;padding:0px 0px 0px 0px;}.elementor-8430 .elementor-element.elementor-element-d3ef939{font-family:var( --e-global-typography-accent-font-family ), Sans-serif;font-size:var( 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--e-global-typography-accent-font-weight );fill:var( --e-global-color-text );color:var( --e-global-color-text );background-color:#00223D00;transition-duration:0.2s;border-style:solid;border-width:2px 2px 2px 2px;border-color:var( --e-global-color-text );border-radius:4px 4px 4px 4px;padding:00.4rem 00.6rem 00.4rem 0.6rem;}.elementor-8430 .elementor-element.elementor-element-078a746{--spacer-size:1.2rem;}.elementor-8430 .elementor-element.elementor-element-90d7801 .elementor-heading-title{font-family:var( --e-global-typography-9d2a5b8-font-family ), Sans-serif;font-size:var( --e-global-typography-9d2a5b8-font-size );font-weight:var( --e-global-typography-9d2a5b8-font-weight );line-height:var( --e-global-typography-9d2a5b8-line-height );letter-spacing:var( --e-global-typography-9d2a5b8-letter-spacing );word-spacing:var( --e-global-typography-9d2a5b8-word-spacing );color:var( --e-global-color-primary );}@media(max-width:1024px){.elementor-8430 .elementor-element.elementor-element-974de56{font-size:var( --e-global-typography-accent-font-size );}.elementor-8430 .elementor-element.elementor-element-3369b30{font-size:var( --e-global-typography-accent-font-size );}.elementor-8430 .elementor-element.elementor-element-28de411{font-size:var( --e-global-typography-accent-font-size );}.elementor-8430 .elementor-element.elementor-element-d3ef939{font-size:var( --e-global-typography-accent-font-size );}.elementor-8430 .elementor-element.elementor-element-65343d3{font-size:var( --e-global-typography-accent-font-size );}.elementor-8430 .elementor-element.elementor-element-98718ca .elementor-button{font-size:var( --e-global-typography-accent-font-size );}.elementor-8430 .elementor-element.elementor-element-90d7801 .elementor-heading-title{font-size:var( --e-global-typography-9d2a5b8-font-size );line-height:var( --e-global-typography-9d2a5b8-line-height );letter-spacing:var( --e-global-typography-9d2a5b8-letter-spacing );word-spacing:var( --e-global-typography-9d2a5b8-word-spacing );}}@media(max-width:767px){.elementor-8430 .elementor-element.elementor-element-0731158{--padding-top:2rem;--padding-bottom:2rem;--padding-left:2rem;--padding-right:2rem;}.elementor-8430 .elementor-element.elementor-element-974de56{font-size:var( --e-global-typography-accent-font-size );}.elementor-8430 .elementor-element.elementor-element-3369b30{font-size:var( --e-global-typography-accent-font-size );}.elementor-8430 .elementor-element.elementor-element-28de411{font-size:var( --e-global-typography-accent-font-size );}.elementor-8430 .elementor-element.elementor-element-d3ef939{font-size:var( --e-global-typography-accent-font-size );}.elementor-8430 .elementor-element.elementor-element-65343d3{font-size:var( --e-global-typography-accent-font-size );}.elementor-8430 .elementor-element.elementor-element-98718ca .elementor-button{font-size:var( --e-global-typography-accent-font-size );}.elementor-8430 .elementor-element.elementor-element-90d7801 .elementor-heading-title{font-size:var( --e-global-typography-9d2a5b8-font-size );line-height:var( --e-global-typography-9d2a5b8-line-height );letter-spacing:var( --e-global-typography-9d2a5b8-letter-spacing );word-spacing:var( --e-global-typography-9d2a5b8-word-spacing );}}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"8430\" class=\"elementor elementor-8430 elementor-7642 elementor-7642 e-loop-item e-loop-item-13660 post-13660 post type-post status-publish format-standard has-post-thumbnail hentry category-content-in-context tag-ai tag-ai-in-marketing tag-ai-solutions tag-ai-solutions-en tag-content-en tag-generative-ai tag-generative-engine-optimization tag-generative-ki tag-geo tag-seo-en\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-95fbe56 e-flex e-con-boxed e-con e-parent\" data-id=\"95fbe56\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5240d1f elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"5240d1f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-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<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"682\" src=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/11\/beitragsbild_geo-1024x682.webp\" class=\"attachment-large size-large wp-image-13669\" alt=\"Von Rankings zu Relevanz: Wie Marken im Zeitalter der Antwortmaschinen sichtbar bleiben\" srcset=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/11\/beitragsbild_geo-1024x682.webp 1024w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/11\/beitragsbild_geo-300x200.webp 300w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/11\/beitragsbild_geo-768x512.webp 768w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/11\/beitragsbild_geo-1536x1024.webp 1536w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/11\/beitragsbild_geo.webp 2000w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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<div class=\"elementor-element elementor-element-0731158 e-con-full e-flex e-con e-child\" data-id=\"0731158\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-27129ce e-con-full e-flex e-con e-child\" data-id=\"27129ce\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-974de56 card-blog elementor-widget elementor-widget-text-editor\" data-id=\"974de56\" 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\tStefan Walz\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-3369b30 card-blog elementor-widget elementor-widget-text-editor\" data-id=\"3369b30\" 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<div class=\"elementor-element elementor-element-0f67422 elementor-widget elementor-widget-text-editor\" data-id=\"0f67422\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<p>|<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-6a3884d elementor-widget elementor-widget-text-editor\" data-id=\"6a3884d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"> <\/div>\n\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-28de411 card-blog elementor-widget elementor-widget-text-editor\" data-id=\"28de411\" 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\tNovember 3, 2025\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-d3ef939 card-blog elementor-widget elementor-widget-text-editor\" data-id=\"d3ef939\" 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<div class=\"elementor-element elementor-element-0f67422 elementor-widget elementor-widget-text-editor\" data-id=\"0f67422\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<p>|<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-6a3884d elementor-widget elementor-widget-text-editor\" data-id=\"6a3884d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"> <\/div>\n\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-65343d3 card-blog elementor-widget elementor-widget-text-editor\" data-id=\"65343d3\" 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<div class=\"blog-reading-time\">8 min. read<\/div>\n\t\t\t\t\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-ab5fba3 elementor-widget elementor-widget-spacer\" data-id=\"ab5fba3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-98718ca elementor-widget elementor-widget-button\" data-id=\"98718ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-size-sm\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Content in Context\n<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-078a746 elementor-widget elementor-widget-spacer\" data-id=\"078a746\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-90d7801 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"90d7801\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.moresophy.com\/en\/blog\/content-in-context\/generative-engine-optimization-from-rankings-to-relevance\">From rankings to relevance: How brands stay visible in the age of response engines<\/a><\/h4>\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>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"8430\" class=\"elementor elementor-8430 elementor-7642 elementor-7642 e-loop-item e-loop-item-6221 post-6221 post type-post status-publish format-standard has-post-thumbnail hentry category-content-in-context tag-canonical-urls tag-characteristic-of-good-content tag-content-en tag-content-creation-en tag-context-en tag-duplicate-content-en tag-duplicates tag-editorial-office tag-unique-content\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-95fbe56 e-flex e-con-boxed e-con e-parent\" data-id=\"95fbe56\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5240d1f elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"5240d1f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-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<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"669\" src=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2022\/10\/banner_contentabc-1024x669.webp\" class=\"attachment-large size-large wp-image-7913\" alt=\"Banner Content ABC\" srcset=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2022\/10\/banner_contentabc-1024x669.webp 1024w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2022\/10\/banner_contentabc-300x196.webp 300w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2022\/10\/banner_contentabc-768x502.webp 768w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2022\/10\/banner_contentabc-1536x1004.webp 1536w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2022\/10\/banner_contentabc.webp 1800w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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<div class=\"elementor-element elementor-element-0731158 e-con-full e-flex e-con e-child\" data-id=\"0731158\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-27129ce e-con-full e-flex e-con e-child\" data-id=\"27129ce\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-974de56 card-blog elementor-widget elementor-widget-text-editor\" data-id=\"974de56\" 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\tProf. Dr. Heiko Beier\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-3369b30 card-blog elementor-widget elementor-widget-text-editor\" data-id=\"3369b30\" 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<div class=\"elementor-element elementor-element-0f67422 elementor-widget elementor-widget-text-editor\" data-id=\"0f67422\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<p>|<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-6a3884d elementor-widget elementor-widget-text-editor\" data-id=\"6a3884d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"> <\/div>\n\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-28de411 card-blog elementor-widget elementor-widget-text-editor\" data-id=\"28de411\" 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\tOctober 28, 2022\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-d3ef939 card-blog elementor-widget elementor-widget-text-editor\" data-id=\"d3ef939\" 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<div class=\"elementor-element elementor-element-0f67422 elementor-widget elementor-widget-text-editor\" data-id=\"0f67422\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<p>|<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-6a3884d elementor-widget elementor-widget-text-editor\" data-id=\"6a3884d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"> <\/div>\n\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-65343d3 card-blog elementor-widget elementor-widget-text-editor\" data-id=\"65343d3\" 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<div class=\"blog-reading-time\">4 min. read<\/div>\n\t\t\t\t\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-ab5fba3 elementor-widget elementor-widget-spacer\" data-id=\"ab5fba3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-98718ca elementor-widget elementor-widget-button\" data-id=\"98718ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-size-sm\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Content in Context\n<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-078a746 elementor-widget elementor-widget-spacer\" data-id=\"078a746\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-90d7801 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"90d7801\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.moresophy.com\/en\/blog\/content-in-context\/content-is-unique\">Content is unique<\/a><\/h4>\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>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"8430\" class=\"elementor elementor-8430 elementor-7642 elementor-7642 e-loop-item e-loop-item-6325 post-6325 post type-post status-publish format-standard has-post-thumbnail hentry category-content-in-context tag-characteristic-of-good-content tag-content-en tag-content-creation-en tag-context-en tag-dynamic-content tag-editorial-office tag-metadata\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-95fbe56 e-flex e-con-boxed e-con e-parent\" data-id=\"95fbe56\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5240d1f elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"5240d1f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-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<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"669\" src=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2022\/10\/banner_contentabc-1024x669.webp\" class=\"attachment-large size-large wp-image-7913\" alt=\"Banner Content ABC\" srcset=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2022\/10\/banner_contentabc-1024x669.webp 1024w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2022\/10\/banner_contentabc-300x196.webp 300w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2022\/10\/banner_contentabc-768x502.webp 768w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2022\/10\/banner_contentabc-1536x1004.webp 1536w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2022\/10\/banner_contentabc.webp 1800w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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<div class=\"elementor-element elementor-element-0731158 e-con-full e-flex e-con e-child\" data-id=\"0731158\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-27129ce e-con-full e-flex e-con e-child\" data-id=\"27129ce\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-974de56 card-blog elementor-widget elementor-widget-text-editor\" data-id=\"974de56\" 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\tProf. Dr. Heiko Beier\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-3369b30 card-blog elementor-widget elementor-widget-text-editor\" data-id=\"3369b30\" 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<div class=\"elementor-element elementor-element-0f67422 elementor-widget elementor-widget-text-editor\" data-id=\"0f67422\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<p>|<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-6a3884d elementor-widget elementor-widget-text-editor\" data-id=\"6a3884d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"> <\/div>\n\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-28de411 card-blog elementor-widget elementor-widget-text-editor\" data-id=\"28de411\" 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\tSeptember 14, 2022\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-d3ef939 card-blog elementor-widget elementor-widget-text-editor\" data-id=\"d3ef939\" 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<div class=\"elementor-element elementor-element-0f67422 elementor-widget elementor-widget-text-editor\" data-id=\"0f67422\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<p>|<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-6a3884d elementor-widget elementor-widget-text-editor\" data-id=\"6a3884d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"> <\/div>\n\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-65343d3 card-blog elementor-widget elementor-widget-text-editor\" data-id=\"65343d3\" 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<div class=\"blog-reading-time\">3 min. read<\/div>\n\t\t\t\t\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-ab5fba3 elementor-widget elementor-widget-spacer\" data-id=\"ab5fba3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-98718ca elementor-widget elementor-widget-button\" data-id=\"98718ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-size-sm\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Content in Context\n<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-078a746 elementor-widget elementor-widget-spacer\" data-id=\"078a746\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-90d7801 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"90d7801\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.moresophy.com\/en\/blog\/content-in-context\/content-is-dynamic\">Content is dynamic<\/a><\/h4>\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>\n\t\t\t\t<\/div>\n\t\t\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>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Content in Context Ulrike Handelshauser | | How Can a Computer Learn to Understand a Natural Language? (Part 3: Text [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":7193,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[257],"tags":[281,269,279,280,277,282,283,284],"class_list":["post-6462","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-content-in-context","tag-account-category","tag-computational-linguistics","tag-homonym-en","tag-information-extraction-en","tag-misspellings","tag-named-entities-en","tag-regex-pattern-en","tag-world-embedding-en"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How can a computer understand natural language? (Part 3)<\/title>\n<meta name=\"description\" content=\"What relevant information can a computer recognize in a text? Can it also read &quot;between the lines&quot;?\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.moresophy.com\/en\/blog\/content-in-context\/how-can-a-computer-learn-to-understand-a-natural-language-part-3-text-analysis\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How can a computer understand natural language? (Part 3)\" \/>\n<meta property=\"og:description\" content=\"What relevant information can a computer recognize in a text? 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