{"id":987786,"date":"2026-09-24T12:19:35","date_gmt":"2026-09-24T12:19:35","guid":{"rendered":"https:\/\/dev08.mm-sb.com\/web02\/?p=987786"},"modified":"2026-09-24T12:21:49","modified_gmt":"2026-09-24T12:21:49","slug":"personalization-and-recommendation","status":"publish","type":"post","link":"https:\/\/dev08.mm-sb.com\/web02\/personalization-and-recommendation\/","title":{"rendered":"Personalization and Recommendation"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"987786\" class=\"elementor elementor-987786\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ba41da8 e-flex e-con-boxed e-con e-parent\" data-id=\"3ba41da8\" 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-0afffc7 elementor-headline--style-highlight elementor-widget elementor-widget-animated-headline\" data-id=\"0afffc7\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;marker&quot;:&quot;underline&quot;,&quot;highlighted_text&quot;:&quot;The Usage of Generative AI&quot;,&quot;headline_style&quot;:&quot;highlight&quot;,&quot;loop&quot;:&quot;yes&quot;,&quot;highlight_animation_duration&quot;:1200,&quot;highlight_iteration_delay&quot;:8000}\" data-widget_type=\"animated-headline.default\">\n\t\t\t\t\t\t\t<h3 class=\"elementor-headline\">\n\t\t\t\t<span class=\"elementor-headline-dynamic-wrapper elementor-headline-text-wrapper\">\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text elementor-headline-text-active\">The Usage of Generative AI<\/span>\n\t\t\t\t<\/span>\n\t\t\t\t<\/h3>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-95f1f59 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"95f1f59\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Personalization and Recommendation<\/h1>\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-37dfc3e e-flex e-con-boxed e-con e-parent\" data-id=\"37dfc3e\" 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=\"vamtam-has-theme-widget-styles elementor-element elementor-element-3ae8cce vamtam-has-text-reveal-anim elementor-widget elementor-widget-heading\" data-id=\"3ae8cce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Recommendation engines that offer users tailored information and product recommendations are driven by generative AI. Generative AI is used by social media, streaming, and e-commerce platforms to improve user experience and boost engagement.<\/h2>\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-154d4dd8 e-flex e-con-boxed e-con e-parent\" data-id=\"154d4dd8\" 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-1d8a391d elementor-widget elementor-widget-image\" data-id=\"1d8a391d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_scale_effect&quot;:&quot;yes&quot;,&quot;motion_fx_scale_direction&quot;:&quot;in-out&quot;,&quot;motion_fx_scale_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:2,&quot;sizes&quot;:[]},&quot;motion_fx_scale_range&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:14,&quot;end&quot;:70}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;],&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"2100\" height=\"1407\" src=\"https:\/\/dev08.mm-sb.com\/web02\/wp-content\/uploads\/2026\/09\/simulation-modeling.jpg\" class=\"attachment-full size-full wp-image-987758\" alt=\"\" srcset=\"https:\/\/dev08.mm-sb.com\/web02\/wp-content\/uploads\/2026\/09\/simulation-modeling.jpg 2100w, https:\/\/dev08.mm-sb.com\/web02\/wp-content\/uploads\/2026\/09\/simulation-modeling-300x201.jpg 300w, https:\/\/dev08.mm-sb.com\/web02\/wp-content\/uploads\/2026\/09\/simulation-modeling-1024x686.jpg 1024w, https:\/\/dev08.mm-sb.com\/web02\/wp-content\/uploads\/2026\/09\/simulation-modeling-768x515.jpg 768w, https:\/\/dev08.mm-sb.com\/web02\/wp-content\/uploads\/2026\/09\/simulation-modeling-1536x1029.jpg 1536w, https:\/\/dev08.mm-sb.com\/web02\/wp-content\/uploads\/2026\/09\/simulation-modeling-2048x1372.jpg 2048w\" sizes=\"(max-width: 2100px) 100vw, 2100px\" \/>\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<\/div>\n\t\t<div class=\"elementor-element elementor-element-5116fbd4 e-flex e-con-boxed e-con e-parent\" data-id=\"5116fbd4\" 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-2901e827 e-con-full e-flex e-con e-child\" data-id=\"2901e827\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-3232eb90 vamtam-has-text-reveal-anim elementor-widget elementor-widget-heading\" data-id=\"3232eb90\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Generative AI enables digital experiences to become more personalized by generating content and recommendations based on individual needs, preferences, behavior, and context.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-18b40616 elementor-widget elementor-widget-text-editor\" data-id=\"18b40616\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_opacity_effect&quot;:&quot;yes&quot;,&quot;motion_fx_opacity_range&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:14,&quot;end&quot;:40}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;],&quot;motion_fx_opacity_direction&quot;:&quot;out-in&quot;,&quot;motion_fx_opacity_level&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]}}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p dir=\"auto\" data-start=\"3415\" data-end=\"3740\">It can be used to personalize product recommendations, learning materials, marketing messages, customer interactions, entertainment, and digital services. Unlike traditional recommendation systems that primarily select from existing content, Generative AI can also create or adapt content specifically for an individual user.<\/p>\n<p dir=\"auto\" data-start=\"3742\" data-end=\"3957\" data-is-last-node=\"\" data-is-only-node=\"\">This allows organizations to provide more relevant and dynamic experiences at scale. Responsible implementation is important, particularly in areas involving personal data, privacy, transparency, and potential bias.<\/p>\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-c64f8f4 e-flex e-con-boxed e-con e-parent\" data-id=\"c64f8f4\" 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-d745b5c elementor-headline--style-rotate elementor-widget elementor-widget-animated-headline\" data-id=\"d745b5c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;headline_style&quot;:&quot;rotate&quot;,&quot;animation_type&quot;:&quot;slide-down&quot;,&quot;rotating_text&quot;:&quot;&lt;a&gt;Content Creation&lt;\\\/a&gt;\\n&lt;a&gt;Media Production&lt;\\\/a&gt;\\n&lt;a&gt;Simulation and Modeling&lt;\\\/a&gt;\\n&lt;a&gt;Personalization and Recommendation &lt;\\\/a&gt;&quot;,&quot;loop&quot;:&quot;yes&quot;,&quot;rotate_iteration_delay&quot;:2500}\" data-widget_type=\"animated-headline.default\">\n\t\t\t\t\t\t\t<h3 class=\"elementor-headline elementor-headline-animation-type-slide-down\">\n\t\t\t\t\t<span class=\"elementor-headline-plain-text elementor-headline-text-wrapper\">Learn more about <\/span>\n\t\t\t\t<span class=\"elementor-headline-dynamic-wrapper elementor-headline-text-wrapper\">\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text elementor-headline-text-active\">\n\t\t\t\t<a>Content&nbsp;Creation<\/a>\t\t\t<\/span>\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text\">\n\t\t\t\t<a>Media&nbsp;Production<\/a>\t\t\t<\/span>\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text\">\n\t\t\t\t<a>Simulation&nbsp;and&nbsp;Modeling<\/a>\t\t\t<\/span>\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text\">\n\t\t\t\t<a>Personalization&nbsp;and&nbsp;Recommendation&nbsp;<\/a>\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t<\/h3>\n\t\t\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>Generative AI enables more personalized digital experiences by adapting content, services, and recommendations to individual preferences, needs, and context.<\/p>\n","protected":false},"author":1,"featured_media":987761,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[58,59],"tags":[],"class_list":["post-987786","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-overview","category-usage"],"_links":{"self":[{"href":"https:\/\/dev08.mm-sb.com\/web02\/wp-json\/wp\/v2\/posts\/987786","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dev08.mm-sb.com\/web02\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dev08.mm-sb.com\/web02\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dev08.mm-sb.com\/web02\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/dev08.mm-sb.com\/web02\/wp-json\/wp\/v2\/comments?post=987786"}],"version-history":[{"count":4,"href":"https:\/\/dev08.mm-sb.com\/web02\/wp-json\/wp\/v2\/posts\/987786\/revisions"}],"predecessor-version":[{"id":987790,"href":"https:\/\/dev08.mm-sb.com\/web02\/wp-json\/wp\/v2\/posts\/987786\/revisions\/987790"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dev08.mm-sb.com\/web02\/wp-json\/wp\/v2\/media\/987761"}],"wp:attachment":[{"href":"https:\/\/dev08.mm-sb.com\/web02\/wp-json\/wp\/v2\/media?parent=987786"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dev08.mm-sb.com\/web02\/wp-json\/wp\/v2\/categories?post=987786"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dev08.mm-sb.com\/web02\/wp-json\/wp\/v2\/tags?post=987786"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}