{"id":6491,"date":"2021-04-26T00:00:00","date_gmt":"2021-04-26T00:00:00","guid":{"rendered":"https:\/\/www.moresophy.com\/2021\/04\/26\/how-can-a-computer-learn-to-understand-a-natural-language-part-1-the-dictionary\/"},"modified":"2025-04-11T13:00:54","modified_gmt":"2025-04-11T13:00:54","slug":"how-can-a-computer-learn-to-understand-a-natural-language-part-1-the-dictionary","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-1-the-dictionary","title":{"rendered":"How Can a Computer Learn to Understand a Natural Language? (Part 1: The Dictionary)"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"6491\" class=\"elementor elementor-6491 elementor-6489\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-af10d7d elementor-hidden-desktop e-flex e-con-boxed e-con e-parent\" data-id=\"af10d7d\" 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-9625391 elementor-hidden-desktop e-flex e-con-boxed e-con e-parent\" data-id=\"9625391\" 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-ab79691 e-con-full e-flex e-con e-child\" data-id=\"ab79691\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-88b4390 elementor-widget elementor-widget-button\" data-id=\"88b4390\" 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-cede604 e-con-full e-flex e-con e-child\" data-id=\"cede604\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9e1d9e2 author_blog elementor-widget elementor-widget-text-editor\" data-id=\"9e1d9e2\" 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-d56aeb0 elementor-widget elementor-widget-text-editor\" data-id=\"d56aeb0\" 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-58bc022 elementor-widget elementor-widget-text-editor\" data-id=\"58bc022\" 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\tApril 26, 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-a423345 elementor-widget elementor-widget-text-editor\" data-id=\"a423345\" 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-6ce7e32 elementor-widget elementor-widget-text-editor\" data-id=\"6ce7e32\" 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-688ebd4 elementor-widget elementor-widget-heading\" data-id=\"688ebd4\" 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 1: The Dictionary) <\/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-966b3d2 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"966b3d2\" 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-c24fef6 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-parent\" data-id=\"c24fef6\" 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-858928e e-con-full e-flex e-con e-child\" data-id=\"858928e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bba3eff e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"bba3eff\" 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-7e21bbc elementor-hidden-tablet elementor-hidden-mobile e-flex e-con-boxed e-con e-parent\" data-id=\"7e21bbc\" 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-0499e4b e-con-full e-flex e-con e-child\" data-id=\"0499e4b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-841afff elementor-hidden-mobile elementor-widget elementor-widget-spacer\" data-id=\"841afff\" 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-31642f6 elementor-widget elementor-widget-button\" data-id=\"31642f6\" 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-286ced3 e-con-full e-flex e-con e-child\" data-id=\"286ced3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f87935c author_blog elementor-widget elementor-widget-text-editor\" data-id=\"f87935c\" 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-6b7a397 elementor-widget elementor-widget-text-editor\" data-id=\"6b7a397\" 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-2c04bb7 elementor-widget elementor-widget-text-editor\" data-id=\"2c04bb7\" 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\tApril 26, 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-4b35ae1 elementor-widget elementor-widget-text-editor\" data-id=\"4b35ae1\" 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-928859e elementor-widget elementor-widget-text-editor\" data-id=\"928859e\" 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-a37062f elementor-widget elementor-widget-heading\" data-id=\"a37062f\" 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 1: The Dictionary) <\/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-c2ff1be e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"c2ff1be\" 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-cc6554e e-flex e-con-boxed e-con e-parent\" data-id=\"cc6554e\" 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-ea432e9 elementor-widget elementor-widget-button\" data-id=\"ea432e9\" 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-426372c elementor-share-buttons--view-icon elementor-share-buttons--skin-minimal elementor-share-buttons--shape-circle elementor-share-buttons--color-custom 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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-506fa96 e-flex e-con-boxed e-con e-parent\" data-id=\"506fa96\" 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-36012e6 elementor-widget elementor-widget-text-editor\" data-id=\"36012e6\" 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>It is always amazing and fascinating to see how quickly computers can handle even the largest amounts of data and how &#8220;smart&#8221; they then present their results. In simple terms, this is possible when it comes to numerically coded values embedded in <strong>algorithms<\/strong> consisting of clear instructions and formulas, definitions, logical comparisons and &#8220;if-then-else&#8221; decisions. But can such algorithms also be applied to human language, whether acoustic or written? How can you explain a natural language to a computer?   <\/p>\n<p>It is certainly not enough to assign a numerical value to every letter, symbol or punctuation mark and then &#8220;calculate&#8221; with it. Every natural language has a life of its own, an individual inner structure as well as features and usage patterns that do not always appear logical, which have become ingrained over many centuries and have also been modified by a wide variety of influences. And there is another leap in intelligence to master, namely &#8220;calculating&#8221; the <strong>meaning of a word or sentence<\/strong>.  <\/p>\n<p>This multi-part blog post uses examples to illustrate the challenges of digital processing of natural languages and the corresponding solutions. This is a field of <strong>computational linguistics<\/strong> and is referred to as Natural Language Processing (NLP) or, more broadly, <strong>Natural Language Understanding (NLU)<\/strong> &#8211; i.e. a computer-aided understanding of human language. Our contribution is primarily concerned with clarity and food for thought and not with correct or complete linguistic analysis. And our contribution focuses less on language learning and translation, where the computer, with its wide range of interaction options, has now become an excellent substitute teacher for humans &#8211; but rather on the understanding of language itself.   <\/p>\n<p>These are the central questions:<\/p>\n<ul>\n<li>What makes a <strong>natural language<\/strong> so difficult for the computer?<\/li>\n<li>Why is it not so easy to translate a language into a <strong>digital model<\/strong>?<\/li>\n<li>A computer is good at recognizing topics such as <strong>language use and language change<\/strong>, but what else can it decode?<\/li>\n<\/ul>\n<p>In addition to a teacher and textbook, a person usually needs a large vocabulary book, or even better, a dictionary, to learn a foreign language. Learning vocabulary is the most tedious part, while the stoic computer with its abundance of memory and enormously fast access times is clearly at an advantage. However, it is the dictionary itself that proves to be the problem.  <\/p>\n<h4><strong>A Challenge: There Is No Complete Dictionary!<\/strong><\/h4>\n<p>Every natural language is in a constant state of change. There are many reasons for this. Examples are  <\/p>\n<ul>\n<li><strong>Acoustic processes:<\/strong><br \/>Sound shifts, whose triggers have not yet been clarified, give rise to new branches in language families;<br \/>the pronunciation of &#8220;<em>the<\/em>&#8220;\/&#8221;<em>\u00f0\u0259<\/em>&#8221; grinds down to &#8220;<em>se<\/em>&#8221; because English is in use worldwide as a universal language cement<\/li>\n<li><strong>Change of word type:<\/strong><br \/>The independent Germanic word &#8220;<em>haidu<\/em>&#8221; for &#8220;<em>manner<\/em>&#8221; became the word ending &#8220;<em>-heit<\/em>&#8221; via &#8220;<em>heid<\/em>&#8221; and &#8220;<em>heit<\/em>&#8220;<\/li>\n<li><strong>Change in the meaning of the word:<\/strong><br \/>the noun &#8221; <em>race<\/em>&#8221; underwent a transformation from a neutral term in genetics to a controversial and negative meaning during the Third Reich and the current anti-racism movement\n<p>Word environments determined by the computer (CONTEXTSUITE software) for the term &#8220;race&#8221; in two different contexts: &#8220;animals&#8221; (left) and &#8220;society&#8221; (right)<\/p>\n<p><img decoding=\"async\" style=\"width: 800px;\" src=\"https:\/\/smart-data-blog.de\/wp-content\/uploads\/2021\/04\/Wortwolke_Rasse_beide.jpg\" alt=\"\"><\/p>\n<\/li>\n<li><strong>Formation of sublanguages <\/strong>with special expressions depending on professional, social or age group<\/li>\n<li>occasional man-made <strong>spelling reforms<\/strong><\/li>\n<li>the phenomenon that we experience and help shape every day: the <strong>emergence of new words and the disappearance of words<\/strong><\/li>\n<\/ul>\n<p>The last sub-item needs to be looked at more closely. Our consumer-oriented and networked world constantly needs new and unique <strong>word creations<\/strong> for products, start-ups, associations, trends and world events per se <em>(gender asterisks, ghost game<\/em>). As we are currently evolving more and more from hearing to reading word consumers, these new words and abbreviations also use upper and lower case letters, numbers and special characters <em>(o2, H&amp;M, BiFi, 8&#215;4, Coffee2Go, 4you, AdCommerce, E.ON<\/em>) or form acronyms <em>(LOL, FAQ<\/em>). In addition, globalization provides a flood of foreign words from all over the world, especially Anglicisms <em>(urban gardening, sale, to-do list<\/em>).   <\/p>\n<p>Each of us produces texts via WhatsApp, Twitter and emails as if on an assembly line. Poetic liberties and spontaneously invented, short-lived bubble words that satisfy grammar and spelling requirements are allowed to everyone and can even become established. Just think of the many new word creations in connection with corona.  <\/p>\n<p>A characteristic of the German language that contributes exponentially to the creation of new words is its fondness for forming compound words, known as <strong>Komposita.<\/strong> All word types can participate (e.g., <em>Vergissmeinnicht [forget-me-not], Gr\u00fcnspecht [green woodpecker], honigs\u00fc\u00df [honey-sweet])<\/em>. Word order matters <em>(Wandregal [wall shelf] vs. Regalwand [shelf wall])<\/em>, as does the use of hyphens and pronunciation emphasis<em> (Welt-Wassertag vs. Weltwasser-Tag [World Water Day])<\/em>. Other factors include the linking s <em>(Kindskopf [child&#8217;s head])<\/em>, singular vs. plural <em>(Kinderkopf [children&#8217;s head])<\/em>, numerical forms <em>(Bauherrenmodell [developer model], Regenwaldretterhubschrauber [rainforest rescue helicopter])<\/em>, and many other linguistic nuances. <\/p>\n<p>Such an oversupply of words makes creating or updating a dictionary a Sisyphean task. The spelling dictionary of the German language, <a href=\"https:\/\/www.duden.de\/sprachwissen\/sprachratgeber\/Zum-Umfang-des-deutschen-Wortschatzes#:~:text=Viele%20davon%20sind%20allerdings%20l%C3%A4ngst,Millionen%20unterschiedlichen%20W%C3%B6rtern%20(Grundformen)\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>the Duden<\/strong>, currently contains 148,000 entries<\/a>, and the online version contains many more. If a new word has been in frequent use for a long period of time, it can be entered in the Duden. Conversely, words that have fallen out of fashion or been forgotten <em>(dial, huntsman<\/em>) are deleted. This requires constant analysis of German texts of all types of media by the Duden team and its data centers.    <\/p>\n<p>Does every company that wants to process texts with a computer need access to the Duden or the <em>American Heritage Dictionary<\/em> or <em>Le Petit Robert<\/em>? Or do they need to create their own digital dictionary with lots of information about meaning, origin, hyphenation rules, grammar, collocations (frequent surrounding words) as well as thesaurus and ontology data? Would it be possible to manage <strong>without a dictionary<\/strong>?  <\/p>\n<h4><strong>From the Dictionary Approach to Dynamic Learning \u2013 Artificial Intelligence Makes It Possible<\/strong><\/h4>\n<p>In fact, the traditional practices for maintaining dictionaries in professional software solutions have been completely overtaken by the latest developments in <strong>artificial intelligence<\/strong> and <strong>machine learning<\/strong>. Computers &#8211; unlike humans &#8211; do not tire and can therefore read any number of texts and evaluate them in their overall context. New <strong>deep learning<\/strong> algorithms can use large volumes of text to determine which words occur in related contexts. Synonyms can be identified even before they have ever found their way into the dictionary. Related terms can also be determined very reliably. The fact that &#8220;social distancing&#8221; is related to the coronavirus pandemic and also has a special connotation in this context and is described in Austria, for example, with the term <a href=\"https:\/\/www.antenne.at\/steiermark\/wieso-ein-babyelefant\" target=\"_blank\" rel=\"noopener\">&#8220;baby elephant<\/a>&#8221; &#8211; a machine learns this development faster and more reliably than a human. Not because it is more intelligent, but because it processes orders of magnitude more data than an editor ever could.      <\/p>\n<p>This means that purely dictionary-based approaches are increasingly taking a back seat. Maintaining dictionaries &#8211; both at the level of basic language vocabulary (Duden) and for the corporate context (keyword: thesauri and ontologies) &#8211; has always been extremely time-consuming. And the <strong>dynamic development of language<\/strong> means that a one-off creation (or modeling) of the dictionary or thesaurus is not enough. Editors can no longer perform this task to an economically viable extent. Instead, computers are increasingly taking over this task.    <\/p>\n<p>Their advantage is also that they can filter different contexts very quickly and thus also determine the <strong>context-specific use of language<\/strong>. In companies, this is relevant at all interfaces in order to bring product descriptions in line with requirements. Matching the language of marketing with that of developers. Applied to the Duden dictionary, this means not only publishing a standard Duden &#8211; and perhaps one for youth language &#8211; but also continuously creating <strong>dictionaries for various target groups<\/strong> (from migrants to vegans to senior citizens).   <\/p>\n<p>This brings us to the next questions, which will be the subject of blog post part 2):<br \/>What can a computer recognize in a text? Can it also read &#8220;between the lines&#8221; or even grasp a meaning? <\/p>\n<p>A final tip: if you are interested in the origin of a word and its use in the past, you can look this up &#8211; in addition to the Duden dictionary &#8211; in descriptive illustrations at:<\/p>\n<ul>\n<li><em><a href=\"https:\/\/www.dwds.de\/\" target=\"_blank\" rel=\"noreferrer noopener\">Digital dictionary of the German language<\/a><\/em><br \/>German vocabulary from 1600 to<em>the present day<\/em><\/li>\n<\/ul>\n<ul>\n<li><em><a href=\"http:\/\/kaskade.dwds.de\/dstar\/dta\/diacollo\/\" target=\"_blank\" rel=\"noreferrer noopener\">Collocation analysis in a diachronic perspective (Diacollo)<\/a><\/em><br \/>Partially animated display of search results along a timeline, best suited for &#8220;old&#8221; words<br \/>Input example &#8220;Revolution&#8221;:<br \/>QUERY: <em>Revolution<\/em>, FORMAT: <em>Bubble<\/em> or <em>Cloud<\/em> or <em>select HighChart<\/em><br \/>(click on the triangle on the left-hand side of the screen to start the animation or click anywhere on the timeline; conclude each new input or change with SUBMIT).<\/li>\n<\/ul>\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-a01aa53 e-flex e-con-boxed e-con e-parent\" data-id=\"a01aa53\" 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-3de6d63 e-con-full e-flex e-con e-child\" data-id=\"3de6d63\" 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-e20d16f e-con-full e-flex e-con e-child\" data-id=\"e20d16f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5c16a70 elementor-widget elementor-widget-image\" data-id=\"5c16a70\" 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 fetchpriority=\"high\" 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-6176a1b e-con-full e-flex e-con e-child\" data-id=\"6176a1b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ab4b0f2 elementor-widget elementor-widget-heading\" data-id=\"ab4b0f2\" 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-0c5adb8 elementor-widget elementor-widget-heading\" data-id=\"0c5adb8\" 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-6877119 elementor-widget elementor-widget-spacer\" data-id=\"6877119\" 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-e1125b0 elementor-widget elementor-widget-text-editor\" data-id=\"e1125b0\" 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-8980c34 e-flex e-con-boxed e-con e-parent\" data-id=\"8980c34\" 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-a691a82 e-con-full e-flex e-con e-child\" data-id=\"a691a82\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1d771c6 elementor-widget elementor-widget-button\" data-id=\"1d771c6\" 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-d92336c elementor-widget elementor-widget-button\" data-id=\"d92336c\" 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-e909c4e e-flex e-con-boxed e-con e-parent\" data-id=\"e909c4e\" 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-367a1da elementor-widget elementor-widget-heading\" data-id=\"367a1da\" 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-391d53b elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-widget elementor-widget-loop-grid\" data-id=\"391d53b\" 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 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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( --e-global-typography-accent-font-size );font-weight:var( --e-global-typography-accent-font-weight );}.elementor-8430 .elementor-element.elementor-element-d3ef939 > .elementor-widget-container{margin:0px 0px 0px 0px;padding:0px 0px 0px 0px;}.elementor-8430 .elementor-element.elementor-element-65343d3{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-65343d3 > .elementor-widget-container{margin:0px 0px 0px 0px;padding:0px 0px 0px 0px;}.elementor-8430 .elementor-element.elementor-element-ab5fba3{--spacer-size:0.5rem;}.elementor-8430 .elementor-element.elementor-element-98718ca .elementor-button{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 );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 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 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 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 1: The [&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":[269,288,291,272,289,290],"class_list":["post-6491","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-content-in-context","tag-computational-linguistics","tag-digital-dictionary","tag-language-use","tag-machine-learning-en","tag-machine-learning-en-3","tag-natural-language-understanding-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 Learn to Understand Natural Language?<\/title>\n<meta name=\"description\" content=\"Computers are specialized in processing numerical data. 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