{"id":8108,"date":"2020-01-09T04:33:29","date_gmt":"2020-01-09T01:03:29","guid":{"rendered":"https:\/\/ahdsoft.ir\/recommender-systems\/"},"modified":"2024-10-13T15:38:03","modified_gmt":"2024-10-13T12:08:03","slug":"recommender-systems","status":"publish","type":"page","link":"https:\/\/ahdsoft.ir\/en\/services\/recommender-systems\/","title":{"rendered":"Recommender systems"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"8108\" class=\"elementor elementor-8108\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f983331 elementor-section-content-middle elementor-section-stretched ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f983331\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-fb1c096 ot-flex-column-vertical\" data-id=\"fb1c096\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ab8c75d elementor-widget elementor-widget-image\" data-id=\"ab8c75d\" data-element_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=\"826\" height=\"700\" src=\"https:\/\/ahdsoft.ir\/wp-content\/uploads\/2024\/08\/rs_intro-e0079a4a5b34a6b8a88945e2d0b838d8.avif\" class=\"attachment-full size-full wp-image-7375\" alt=\"\u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062a\u0648\u0635\u06cc\u0647\u200c\u06af\u0631 - \u0634\u0631\u06a9\u062a \u0639\u0627\u0645\u0644 \u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u062f\u0627\u0646\u0627\" srcset=\"https:\/\/ahdsoft.ir\/wp-content\/uploads\/2024\/08\/rs_intro-e0079a4a5b34a6b8a88945e2d0b838d8.avif 826w, https:\/\/ahdsoft.ir\/wp-content\/uploads\/2024\/08\/rs_intro-e0079a4a5b34a6b8a88945e2d0b838d8-300x254.avif 300w, https:\/\/ahdsoft.ir\/wp-content\/uploads\/2024\/08\/rs_intro-e0079a4a5b34a6b8a88945e2d0b838d8-768x651.avif 768w, https:\/\/ahdsoft.ir\/wp-content\/uploads\/2024\/08\/rs_intro-e0079a4a5b34a6b8a88945e2d0b838d8-720x610.avif 720w\" sizes=\"(max-width: 826px) 100vw, 826px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-8d40657 ot-flex-column-vertical\" data-id=\"8d40657\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b059e25 elementor-widget elementor-widget-iheading\" data-id=\"b059e25\" data-element_type=\"widget\" data-widget_type=\"iheading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"ot-heading\">\r\n\t        \t            <span>\/\/ About recommender systems<\/span>\r\n\t        <h2 class=\"main-heading\">Powerful guidance<br>\nFor smart choices<\/h2>\t    <\/div>\r\n\t    \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-5f1f08f elementor-section-full_width ot-traditional elementor-section-height-default elementor-section-height-default\" data-id=\"5f1f08f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-4abda34 ot-flex-column-vertical\" data-id=\"4abda34\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-32b356f elementor-widget elementor-widget-heading\" data-id=\"32b356f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">01.<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b11afd0 elementor-widget elementor-widget-heading\" data-id=\"b11afd0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Similar Products<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-748cc6c ot-flex-column-vertical\" data-id=\"748cc6c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-37dda7b elementor-widget elementor-widget-heading\" data-id=\"37dda7b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">02.<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e173cf4 elementor-widget elementor-widget-heading\" data-id=\"e173cf4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Multi-Factor Similarity<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-c0b5187 elementor-section-full_width ot-traditional elementor-section-height-default elementor-section-height-default\" data-id=\"c0b5187\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-cadbcca ot-flex-column-vertical\" data-id=\"cadbcca\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3d548c6 elementor-widget elementor-widget-heading\" data-id=\"3d548c6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">03.<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6229492 elementor-widget elementor-widget-heading\" data-id=\"6229492\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Personalized Recommender<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c2683a6 elementor-section-stretched ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c2683a6\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-c78c094 ot-flex-column-vertical\" data-id=\"c78c094\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-30f5848 elementor-widget elementor-widget-iservice_box\" data-id=\"30f5848\" data-element_type=\"widget\" data-widget_type=\"iservice_box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\r\n\t\t<div class=\"service-box s-box\">\r\n\t\t\t<span class=\"big-number\">01<\/span>\r\n\t\t\t<div class=\"icon-main\">\r\n\t\t        \t\t\t    \t\t        <span class=\"flaticon-correct\"><\/span>\t        <\/div>\r\n\t        <div class=\"content-box\">\r\n\t            <h5>AI in Business<\/h5>\r\n\t            <p>Implementation Consulting<\/p>\r\n\t        <\/div>\r\n\t    <\/div>\r\n\r\n\t    \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-3685830 ot-flex-column-vertical\" data-id=\"3685830\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-403e727 elementor-widget elementor-widget-iservice_box\" data-id=\"403e727\" data-element_type=\"widget\" data-widget_type=\"iservice_box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\r\n\t\t<div class=\"service-box s-box\">\r\n\t\t\t<span class=\"big-number\">02<\/span>\r\n\t\t\t<div class=\"icon-main\">\r\n\t\t        \t\t\t    \t\t        <span class=\"flaticon-correct\"><\/span>\t        <\/div>\r\n\t        <div class=\"content-box\">\r\n\t            <h5>Artificial Intelligence<\/h5>\r\n\t            <p>Learning and Evolution<\/p>\r\n\t        <\/div>\r\n\t    <\/div>\r\n\r\n\t    \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-d000ccb ot-flex-column-vertical\" data-id=\"d000ccb\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fa18db0 elementor-widget elementor-widget-iservice_box\" data-id=\"fa18db0\" data-element_type=\"widget\" data-widget_type=\"iservice_box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\r\n\t\t<div class=\"service-box s-box\">\r\n\t\t\t<span class=\"big-number\">03<\/span>\r\n\t\t\t<div class=\"icon-main\">\r\n\t\t        \t\t\t    \t\t        <span class=\"flaticon-correct\"><\/span>\t        <\/div>\r\n\t        <div class=\"content-box\">\r\n\t            <h5>Business intelligence<\/h5>\r\n\t            <p>Business Analysis<\/p>\r\n\t        <\/div>\r\n\t    <\/div>\r\n\r\n\t    \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1cf364b elementor-section-full_width elementor-section-stretched ot-traditional elementor-section-height-default elementor-section-height-default\" data-id=\"1cf364b\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-8c8e883 ot-flex-column-vertical\" data-id=\"8c8e883\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-d619fd2 elementor-section-full_width ot-traditional elementor-section-height-default elementor-section-height-default\" data-id=\"d619fd2\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-475b0e1 ot-flex-column-vertical\" data-id=\"475b0e1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e4bc039 elementor-widget elementor-widget-iheading\" data-id=\"e4bc039\" data-element_type=\"widget\" data-widget_type=\"iheading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"ot-heading\">\r\n\t        \t            <span>\/\/ Recommendation System <\/span>\r\n\t        <h2 class=\"main-heading\">Why Recommendation Systems?\n<\/h2>\t    <\/div>\r\n\t    \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2817139 elementor-widget elementor-widget-text-editor\" data-id=\"2817139\" data-element_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 class=\"justify mid-important\">Recommendation systems help users find the content they are looking for more quickly, significantly reducing the time spent searching for their favorite content. Moreover, by improving the user experience, they can assist businesses in enhancing their profitability. There are many advantages to using recommendation systems for businesses, some of which include:<\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-676d713 elementor-widget elementor-widget-itabs\" data-id=\"676d713\" data-element_type=\"widget\" data-widget_type=\"itabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\r\n\t\t<div class=\"ot-tabs\">\r\n\t\t\t\t\t\t<ul class=\"tabs-heading unstyle\">\r\n\t\t\t\t\t\t\t\t<li class=\"tab-link octf-btn\" data-tab=\"tab-1410\">Increase customer engagement<\/li>\r\n\t\t\t\t\t\t\t\t<li class=\"tab-link octf-btn\" data-tab=\"tab-2410\">Increase sales<\/li>\r\n\t\t\t\t\t\t\t\t<li class=\"tab-link octf-btn\" data-tab=\"tab-3410\">Reduce marketing costs<\/li>\r\n\t\t\t\t\t\t\t\t<li class=\"tab-link octf-btn\" data-tab=\"tab-4410\">Improved inventory management<\/li>\r\n\t\t\t\t\t\t\t\t<li class=\"tab-link octf-btn\" data-tab=\"tab-5410\">Improve customer satisfaction<\/li>\r\n\t\t\t\t\t\t\t\t<li class=\"tab-link octf-btn\" data-tab=\"tab-6410\">Helping the customer's decision making process<\/li>\r\n\t\t\t\t\t\t\t<\/ul>\r\n\t\t\t\t\t\t<div id=\"tab-1410\" class=\"tab-content\">\r\n\t\t\t\t<p>Recommender systems can keep customers engaged by providing relevant and attractive content, thus increasing loyalty and repeat purchases.<\/p>\t\t\t<\/div>\r\n\t\t\t\t\t\t<div id=\"tab-2410\" class=\"tab-content\">\r\n\t\t\t\t<p>Recommender systems can suggest personalized products or services based on customers' browsing or purchase history, which will lead to more sales for businesses.<\/p>\t\t\t<\/div>\r\n\t\t\t\t\t\t<div id=\"tab-3410\" class=\"tab-content\">\r\n\t\t\t\t<p>By using recommender systems, businesses can reduce their marketing costs by targeting their resources to customers who are more likely to buy.<\/p>\t\t\t<\/div>\r\n\t\t\t\t\t\t<div id=\"tab-4410\" class=\"tab-content\">\r\n\t\t\t\t<p>Recommender systems can help businesses manage inventory better. In this way, with the help of these systems, it is possible to predict the products that are likely to be in greater demand and ensure sufficient inventory to meet the customer's needs.<\/p>\t\t\t<\/div>\r\n\t\t\t\t\t\t<div id=\"tab-5410\" class=\"tab-content\">\r\n\t\t\t\t<p>Customers will have a more satisfying experience if they receive personalized recommendations based on their interests and preferences.<\/p>\t\t\t<\/div>\r\n\t\t\t\t\t\t<div id=\"tab-6410\" class=\"tab-content\">\r\n\t\t\t\t<p>Recommender systems can help users make more accurate decisions and not spend more time browsing through various products and services.<\/p>\t\t\t<\/div>\r\n\t\t\t\t    <\/div>\r\n\r\n\t    \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-a2c8f86 ot-flex-column-vertical\" data-id=\"a2c8f86\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6eb4fcf elementor-section-content-middle elementor-section-stretched ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6eb4fcf\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-a385f52 ot-flex-column-vertical\" data-id=\"a385f52\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9d71dca elementor-widget elementor-widget-iheading\" data-id=\"9d71dca\" data-element_type=\"widget\" data-widget_type=\"iheading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"ot-heading\">\r\n\t        \t            <span>\/\/About Similar Products Recommender<\/span>\r\n\t        <h2 class=\"main-heading\">Similar Products Recommender\n<br>\nA Way to Experience More Variety<\/h2>\t    <\/div>\r\n\t    \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8fa1b36 elementor-widget elementor-widget-text-editor\" data-id=\"8fa1b36\" data-element_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>This service utilizes AI algorithms and accesses product information to extract similarities between them, thereby suggesting similar products to the user. This way, users can engage more with other products, increasing the likelihood of purchases.<\/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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-63dec4e ot-flex-column-vertical\" data-id=\"63dec4e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-640c571 elementor-widget elementor-widget-image\" data-id=\"640c571\" data-element_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=\"996\" height=\"664\" src=\"https:\/\/ahdsoft.ir\/wp-content\/uploads\/2024\/08\/rs_similar-b4dec80d964904d4e6cac4d77be3ca7e.avif\" class=\"attachment-full size-full wp-image-7379\" alt=\"\u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u062a\u0648\u0635\u06cc\u0647 \u06af\u0631 - \u0634\u0631\u06a9\u062a \u0639\u0627\u0645\u0644 \u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u062f\u0627\u0646\u0627\" srcset=\"https:\/\/ahdsoft.ir\/wp-content\/uploads\/2024\/08\/rs_similar-b4dec80d964904d4e6cac4d77be3ca7e.avif 996w, https:\/\/ahdsoft.ir\/wp-content\/uploads\/2024\/08\/rs_similar-b4dec80d964904d4e6cac4d77be3ca7e-300x200.avif 300w, https:\/\/ahdsoft.ir\/wp-content\/uploads\/2024\/08\/rs_similar-b4dec80d964904d4e6cac4d77be3ca7e-768x512.avif 768w, https:\/\/ahdsoft.ir\/wp-content\/uploads\/2024\/08\/rs_similar-b4dec80d964904d4e6cac4d77be3ca7e-720x480.avif 720w\" sizes=\"(max-width: 996px) 100vw, 996px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9697f12 elementor-section-content-middle elementor-section-stretched ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9697f12\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-aebd91d ot-flex-column-vertical\" data-id=\"aebd91d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6e0784a elementor-widget elementor-widget-image\" data-id=\"6e0784a\" data-element_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=\"996\" height=\"664\" src=\"https:\/\/ahdsoft.ir\/wp-content\/uploads\/2024\/08\/rs_multifactor-bad2ed630bf792ba581d16dd6d55e230.avif\" class=\"attachment-full size-full wp-image-7378\" alt=\"\u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u062a\u0648\u0635\u06cc\u0647 \u06af\u0631 - \u0634\u0631\u06a9\u062a \u0639\u0627\u0645\u0644 \u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u062f\u0627\u0646\u0627\" srcset=\"https:\/\/ahdsoft.ir\/wp-content\/uploads\/2024\/08\/rs_multifactor-bad2ed630bf792ba581d16dd6d55e230.avif 996w, https:\/\/ahdsoft.ir\/wp-content\/uploads\/2024\/08\/rs_multifactor-bad2ed630bf792ba581d16dd6d55e230-300x200.avif 300w, https:\/\/ahdsoft.ir\/wp-content\/uploads\/2024\/08\/rs_multifactor-bad2ed630bf792ba581d16dd6d55e230-768x512.avif 768w, https:\/\/ahdsoft.ir\/wp-content\/uploads\/2024\/08\/rs_multifactor-bad2ed630bf792ba581d16dd6d55e230-720x480.avif 720w\" sizes=\"(max-width: 996px) 100vw, 996px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-7429dd6 ot-flex-column-vertical\" data-id=\"7429dd6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5afb0c8 elementor-widget elementor-widget-iheading\" data-id=\"5afb0c8\" data-element_type=\"widget\" data-widget_type=\"iheading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"ot-heading\">\r\n\t        \t            <span>\/\/ About Multi-Factor Recommender<\/span>\r\n\t        <h2 class=\"main-heading\">Multi-Factor Recommender\n<br>\nProvide Unique Suggestions Based on User Factors!<\/h2>\t    <\/div>\r\n\t    \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e7bb2c elementor-widget elementor-widget-text-editor\" data-id=\"4e7bb2c\" data-element_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\tOne of the challenges in recommendation systems is recognizing the interests of new users or obtaining explicit feedback from them. The multi-factor recommender provides a platform to identify the tastes and needs of users concerning products in the shortest time possible through a few key questions.\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fcd19b8 elementor-section-content-middle elementor-section-stretched ot-traditional elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fcd19b8\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-3f5058e ot-flex-column-vertical\" data-id=\"3f5058e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d2c4fe2 elementor-widget elementor-widget-iheading\" data-id=\"d2c4fe2\" data-element_type=\"widget\" data-widget_type=\"iheading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"ot-heading\">\r\n\t        \t            <span>\/\/ About Personalized Recommender<\/span>\r\n\t        <h2 class=\"main-heading\">Personalized Recommender\n<br>\nProduct Suggestions Based on Users' Tastes and Needs<\/h2>\t    <\/div>\r\n\t    \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-24167f9 elementor-widget elementor-widget-text-editor\" data-id=\"24167f9\" data-element_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\tThis product by Ahad provides recommendations tailored to the taste and needs of each user based on their behavior history. This service can leverage various recorded information, such as user ratings, likes or dislikes, or even overall click patterns to learn and identify user preferences. Additionally, this service continuously tracks user behavior for updates, analyzing purchasing history and considering user-specific characteristics to suggest products tailored to each user.<\/div>\n<\/div>\n<\/div>\n<\/div>\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-cc8c327 ot-flex-column-vertical\" data-id=\"cc8c327\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b47d3eb elementor-widget elementor-widget-image\" data-id=\"b47d3eb\" data-element_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 loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1938\" src=\"https:\/\/ahdsoft.ir\/wp-content\/uploads\/2024\/08\/rs_customized-3966ee32e981ece32d57621c9110f2b8-scaled.jpg\" class=\"attachment-full size-full wp-image-7377\" alt=\"\u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u062a\u0648\u0635\u06cc\u0647 \u06af\u0631 - \u0634\u0631\u06a9\u062a \u0639\u0627\u0645\u0644 \u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u062f\u0627\u0646\u0627\" srcset=\"https:\/\/ahdsoft.ir\/wp-content\/uploads\/2024\/08\/rs_customized-3966ee32e981ece32d57621c9110f2b8-scaled.jpg 2560w, https:\/\/ahdsoft.ir\/wp-content\/uploads\/2024\/08\/rs_customized-3966ee32e981ece32d57621c9110f2b8-300x227.jpg 300w, https:\/\/ahdsoft.ir\/wp-content\/uploads\/2024\/08\/rs_customized-3966ee32e981ece32d57621c9110f2b8-1024x775.jpg 1024w, https:\/\/ahdsoft.ir\/wp-content\/uploads\/2024\/08\/rs_customized-3966ee32e981ece32d57621c9110f2b8-768x581.jpg 768w, https:\/\/ahdsoft.ir\/wp-content\/uploads\/2024\/08\/rs_customized-3966ee32e981ece32d57621c9110f2b8-1536x1163.jpg 1536w, https:\/\/ahdsoft.ir\/wp-content\/uploads\/2024\/08\/rs_customized-3966ee32e981ece32d57621c9110f2b8-2048x1550.jpg 2048w, https:\/\/ahdsoft.ir\/wp-content\/uploads\/2024\/08\/rs_customized-3966ee32e981ece32d57621c9110f2b8-720x545.jpg 720w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\/\/ About recommender systems Powerful guidance For smart choices 01. Similar Products 02. Multi-Factor Similarity 03. Personalized Recommender 01 AI in Business Implementation Consulting 02 Artificial Intelligence Learning and Evolution 03 Business intelligence Business Analysis \/\/ Recommendation System Why Recommendation Systems? Recommendation systems help users find the content they are looking for more quickly, significantly [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":8112,"parent":8123,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-8108","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/ahdsoft.ir\/en\/wp-json\/wp\/v2\/pages\/8108","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ahdsoft.ir\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ahdsoft.ir\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ahdsoft.ir\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/ahdsoft.ir\/en\/wp-json\/wp\/v2\/comments?post=8108"}],"version-history":[{"count":13,"href":"https:\/\/ahdsoft.ir\/en\/wp-json\/wp\/v2\/pages\/8108\/revisions"}],"predecessor-version":[{"id":8930,"href":"https:\/\/ahdsoft.ir\/en\/wp-json\/wp\/v2\/pages\/8108\/revisions\/8930"}],"up":[{"embeddable":true,"href":"https:\/\/ahdsoft.ir\/en\/wp-json\/wp\/v2\/pages\/8123"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ahdsoft.ir\/en\/wp-json\/wp\/v2\/media\/8112"}],"wp:attachment":[{"href":"https:\/\/ahdsoft.ir\/en\/wp-json\/wp\/v2\/media?parent=8108"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}