{"id":7989,"date":"2024-01-04T08:03:02","date_gmt":"2024-01-04T08:03:02","guid":{"rendered":"https:\/\/stssoftware.ch\/case_studies\/music-recommendation-system\/"},"modified":"2024-09-10T10:00:16","modified_gmt":"2024-09-10T10:00:16","slug":"music-recommendation-system","status":"publish","type":"case_studies","link":"https:\/\/stssoftware.ch\/de\/case_studies\/music-recommendation-system\/","title":{"rendered":"Music Recommendation System"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"7989\" class=\"elementor elementor-7989 elementor-3941\" data-elementor-post-type=\"case_studies\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-42767f36 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"42767f36\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-top-column elementor-element elementor-element-73c43e8d\" data-id=\"73c43e8d\" data-element_type=\"column\" data-e-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-14358712 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"14358712\" data-element_type=\"section\" data-e-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-50 elementor-inner-column elementor-element elementor-element-221d8474\" data-id=\"221d8474\" data-element_type=\"column\" data-e-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-264abeba elementor-widget elementor-widget-breadcrumbs\" data-id=\"264abeba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"breadcrumbs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p id=\"breadcrumbs\"><span><span><a href=\"https:\/\/stssoftware.ch\/de\/\">Home<\/a><\/span><\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b6ddaee elementor-widget elementor-widget-heading\" data-id=\"b6ddaee\" 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<h1 class=\"elementor-heading-title elementor-size-default\">MUSIC RECOMMENDATION SYSTEM <\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-231ff7eb detail-content elementor-widget elementor-widget-text-editor\" data-id=\"231ff7eb\" 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>Musikempfehlungssysteme sind zu \u00e4u\u00dferst beliebten Softwareanwendungen geworden, die es Nutzern erm\u00f6glichen, neue Lieder und K\u00fcnstler auf Grundlage ihrer H\u00f6rgewohnheiten und Vorlieben zu entdecken. Ziel dieser Projekte ist die Entwicklung eines Musikempfehlungssystems, das mithilfe von Machine-Learning-Algorithmen und Datenanalysetechniken personalisierte Musikvorschl\u00e4ge f\u00fcr Endnutzer generiert. <\/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-a692d91 detail-content elementor-widget elementor-widget-text-editor\" data-id=\"a692d91\" 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=\"share\">\n<div class=\"sub-title\">Teilen:<\/div>\n<ul>\n \t<li><a class=\"share-social-facebook\" href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=stssoftware.ch\/case_studies\/music-recommendation-system\/&amp;t=music-recommendation-system\" target=\"_blank\" rel=\"noopener\">\n<img decoding=\"async\" class=\"img-fluild svg\" title=\"facebook-icon.png\" src=\"\/wp-content\/uploads\/2022\/10\/icon-fb.svg\" alt=\"facebook-icon.png\">\n<\/a><\/li>\n \t<li><a class=\"share-social-linkedin\" href=\"https:\/\/www.linkedin.com\/shareArticle?mini=true&amp;url=stssoftware.ch\/case_studies\/music-recommendation-system\/&amp;title=music-recommendation-system&amp;summary=My%20favorite%20developer%20program&amp;source=LinkedIn\" target=\"_blank\" rel=\"noopener\">\n<img decoding=\"async\" class=\"img-fluild svg\" title=\"linkedin-icon.png\" src=\"\/wp-content\/uploads\/2022\/10\/icon-linkedin.svg\" alt=\"linkedin-icon.png\">\n<\/a><\/li>\n \t<li><a class=\"share-social-twitter\" href=\"https:\/\/twitter.com\/share?url=stssoftware.ch\/case_studies\/music-recommendation-system\/&amp;via=TWITTER_HANDLE&amp;text=music-recommendation-system\" target=\"_blank\" rel=\"noopener\">\n<img decoding=\"async\" class=\"img-fluild svg\" title=\"twitter-icon.png\" src=\"\/wp-content\/uploads\/2022\/10\/twitter.svg\" alt=\"twitter-icon.png\">\n<\/a><\/li>\n<\/ul>\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-inner-column elementor-element elementor-element-bf3c543\" data-id=\"bf3c543\" data-element_type=\"column\" data-e-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-c8b7472 elementor-widget elementor-widget-image\" data-id=\"c8b7472\" 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=\"800\" height=\"781\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system.webp\" class=\"attachment-large size-large wp-image-3942\" alt=\"music-recommedation-system\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system.webp 916w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-300x293.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-768x750.webp 768w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-24x24.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-36x36.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-48x48.webp 48w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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\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-d121b38 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d121b38\" data-element_type=\"section\" data-e-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-top-column elementor-element elementor-element-aed9f0d\" data-id=\"aed9f0d\" data-element_type=\"column\" data-e-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-d25f4b2 elementor-widget elementor-widget-heading\" data-id=\"d25f4b2\" 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\">EINF\u00dcHRUNG<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8757458 e-con-full e-flex e-con e-parent\" data-id=\"8757458\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a216d4f e-con-full e-flex e-con e-child\" data-id=\"a216d4f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8fe34b5 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"8fe34b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"364\" height=\"360\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-1-2.webp\" class=\"attachment-full size-full wp-image-3945\" alt=\"intro-1\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-1-2.webp 364w, https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-1-2-300x297.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-1-2-24x24.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-1-2-36x36.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-1-2-48x48.webp 48w\" sizes=\"(max-width: 364px) 100vw, 364px\" \/><\/figure><div class=\"elementor-image-box-content\"><p class=\"elementor-image-box-description\">Musikempfehlungssysteme schlagen Nutzern basierend auf ihrem H\u00f6rverlauf, ihren Vorlieben und ihrem Verhalten Musik vor. Mit dem Aufkommen digitaler Musikstreaming-Plattformen ist die Menge an verf\u00fcgbarer Musik exponentiell gestiegen, sodass es f\u00fcr Nutzer schwierig geworden ist, neue Musik zu finden, die ihrem Geschmack entspricht. Musikempfehlungssysteme l\u00f6sen dieses Problem, indem sie den H\u00f6rverlauf und das Verhalten eines Nutzers analysieren, um personalisierte Empfehlungen zu generieren.  <\/p><\/div><\/div>\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-6ee5f4a e-con-full e-flex e-con e-child\" data-id=\"6ee5f4a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5ece036 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"5ece036\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"482\" height=\"360\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-2-2.webp\" class=\"attachment-full size-full wp-image-3946\" alt=\"intro-2\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-2-2.webp 482w, https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-2-2-300x224.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-2-2-24x18.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-2-2-36x27.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-2-2-48x36.webp 48w\" sizes=\"(max-width: 482px) 100vw, 482px\" \/><\/figure><div class=\"elementor-image-box-content\"><p class=\"elementor-image-box-description\">Diese Systeme verwenden fortschrittliche Machine-Learning-Algorithmen, Techniken der nat\u00fcrlichen Sprachverarbeitung und kollaboratives Filtern, um die musikalischen Vorlieben eines Nutzers zu verstehen und ihm eine ma\u00dfgeschneiderte Playlist mit Liedern anzubieten. Musikempfehlungssysteme erfreuen sich wachsender Beliebtheit und sind mittlerweile ein wesentliches Merkmal der meisten Musikstreaming-Plattformen. Sie bieten den Nutzern ein nahtloses H\u00f6rerlebnis und helfen ihnen, neue Musik zu entdecken, die sie lieben.  <\/p><\/div><\/div>\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<\/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-369c6967 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"369c6967\" data-element_type=\"section\" data-e-type=\"section\" id=\"web-app-development-brief-description\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-top-column elementor-element elementor-element-3b020a51\" data-id=\"3b020a51\" data-element_type=\"column\" data-e-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-5e9d1e8e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5e9d1e8e\" data-element_type=\"section\" data-e-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-32e73b38\" data-id=\"32e73b38\" data-element_type=\"column\" data-e-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-20372c7 elementor-widget elementor-widget-heading\" data-id=\"20372c7\" 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\">UNSERE ANS\u00c4TZE<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a8f473 elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"6a8f473\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"22px\" height=\"22px\" viewBox=\"0 0 22 22\"><title>315F4A24-0A97-476B-836C-239FC295CC94<\/title><g id=\"UI-Design_Van.Le\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"0.0_gmbh_home_menu_our-services_00_expanded\" transform=\"translate(-759.000000, -303.000000)\" stroke=\"#FE6231\" stroke-width=\"1.33332444\"><g id=\"Menu\" transform=\"translate(726.000000, 78.000000)\"><g id=\"Group\" transform=\"translate(0.000000, 208.000000)\"><g transform=\"translate(24.000000, 8.000000)\" id=\"Icon\"><g transform=\"translate(10.000000, 10.000000)\"><line x1=\"14.5759028\" y1=\"9.66738586\" x2=\"6.09062606\" y2=\"9.66738586\" id=\"Path\" opacity=\"0.5\"><\/line><polyline id=\"Path\" points=\"20 14.0003402 20 20 14.00004 20\"><\/polyline><polyline id=\"Path\" points=\"14.00004 0.000973944777 20 0.000973944777 20 6.00066043\"><\/polyline><polyline id=\"Path\" points=\"5.99996 19.9996667 0 19.9996667 0 14.0000069\"><\/polyline><polyline id=\"Path\" points=\"0 5.99966049 0 0 5.99996 6.66628869e-07\"><\/polyline><\/g><\/g><\/g><\/g><\/g><\/g><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tTechniken\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tDie Entwicklung des Musikempfehlungssystems wird sich moderner Machine-Learning-Algorithmen und hochmoderner Datenanalysetechniken bedienen. In der ersten Phase werden nutzerzentrierte Daten gesammelt, die H\u00f6rvorlieben, Suchanfragen und Nutzerbewertungen umfassen. Die gesammelten Daten werden zum Trainieren der Machine-Learning-Algorithmen verwendet, die wiederum personalisierte Empfehlungen auf Grundlage der Nutzerpr\u00e4ferenzen erstellen. Das System wird Methoden des kollaborativen Filterns nutzen, um Verhaltensmuster von Nutzern zu erkennen und Empfehlungen auf Grundlage \u00e4hnlicher Nutzerprofile abzugeben.   \t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-5f4a2f0 elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"5f4a2f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"22px\" height=\"22px\" viewBox=\"0 0 22 22\"><title>F21CB041-A9D8-4A85-8458-C07A9B917917<\/title><g id=\"UI-Design_Van.Le\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"0.0_gmbh_home_menu_our-services_00_expanded\" transform=\"translate(-759.000000, -367.000000)\" stroke=\"#AE42E0\" stroke-width=\"1.33333333\"><g id=\"Menu\" transform=\"translate(726.000000, 78.000000)\"><g id=\"Group\" transform=\"translate(0.000000, 272.000000)\"><g transform=\"translate(24.000000, 8.000000)\" id=\"Icon\"><g transform=\"translate(10.000000, 10.000000)\"><polygon id=\"Path\" opacity=\"0.5\" points=\"3.33333333 16.6666667 10 3.66666667 16.6666667 16.6666667\"><\/polygon><circle id=\"Oval\" cx=\"10\" cy=\"3.33333333\" r=\"3.33333333\"><\/circle><circle id=\"Oval\" cx=\"16.6666667\" cy=\"16.6666667\" r=\"3.33333333\"><\/circle><circle id=\"Oval\" cx=\"3.33333333\" cy=\"16.6666667\" r=\"3.33333333\"><\/circle><\/g><\/g><\/g><\/g><\/g><\/g><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tPlattform\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tDas Musikempfehlungssystem wird mit der Programmiersprache Python und mehreren beliebten Bibliotheken wie NumPy, Pandas und Scikit-learn implementiert. Das System wird auf Streamlit bereitgestellt, einer leistungsstarken Open-Source-Python-Bibliothek zum Erstellen und Teilen benutzerdefinierter Webanwendungen. Streamlit bietet eine einfache und intuitive M\u00f6glichkeit, Benutzeroberfl\u00e4chen und interaktive Visualisierungen zu erstellen, und ist somit die ideale Wahl f\u00fcr unser Musikempfehlungssystem.   \t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-b80d653 elementor-widget elementor-widget-image\" data-id=\"b80d653\" 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 loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"974\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/Illustration-841x1024.webp\" class=\"attachment-large size-large wp-image-3947\" alt=\"Illustration\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/Illustration-841x1024.webp 841w, https:\/\/stssoftware.ch\/wp-content\/uploads\/Illustration-246x300.webp 246w, https:\/\/stssoftware.ch\/wp-content\/uploads\/Illustration-768x935.webp 768w, https:\/\/stssoftware.ch\/wp-content\/uploads\/Illustration-20x24.webp 20w, https:\/\/stssoftware.ch\/wp-content\/uploads\/Illustration-30x36.webp 30w, https:\/\/stssoftware.ch\/wp-content\/uploads\/Illustration-39x48.webp 39w, https:\/\/stssoftware.ch\/wp-content\/uploads\/Illustration.webp 1114w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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\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-46df7a5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"46df7a5\" data-element_type=\"section\" data-e-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-top-column elementor-element elementor-element-5013c65\" data-id=\"5013c65\" data-element_type=\"column\" data-e-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-dbc9559 elementor-widget elementor-widget-heading\" data-id=\"dbc9559\" 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\">ANWENDUNG<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6b433bc e-con-full e-flex e-con e-parent\" data-id=\"6b433bc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-0ae55f7 e-con-full e-flex e-con e-child\" data-id=\"0ae55f7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ee0a6e9 elementor-widget elementor-widget-text-editor\" data-id=\"ee0a6e9\" 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<h3>Schritt 01<\/h3>\n<p>Zugang zur Website des Music Recommendation System: <a href=\"https:\/\/experiment.saigontechnology.vn\/recommendation-system\/\" rel=\"nofollow\">https:\/\/experiment.saigontechnology.vn\/recommendation-system\/<\/a>. Oder Sie k\u00f6nnen die Hauptseite hier aufrufen: <a href=\"https:\/\/experiment.saigontechnology.vn\/\" rel=\"nofollow\">https:\/\/experiment.saigontechnology.vn\/<\/a> , den Abschnitt Music Recommendation System ausw\u00e4hlen und auf die Schaltfl\u00e4che Try our demo klicken. <\/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<div class=\"elementor-element elementor-element-403f9c6 e-con-full e-flex e-con e-child\" data-id=\"403f9c6\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-21df88e elementor-widget elementor-widget-image\" data-id=\"21df88e\" 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 loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"437\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-1-1024x559.webp\" class=\"attachment-large size-large wp-image-3949\" alt=\"music-recommedation-system-usage-1\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-1-1024x559.webp 1024w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-1-300x164.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-1-768x419.webp 768w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-1-24x13.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-1-36x20.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-1-48x26.webp 48w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-1.webp 1260w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0623e4c e-con-full e-flex e-con e-parent\" data-id=\"0623e4c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-21d66a4 e-con-full e-flex e-con e-child\" data-id=\"21d66a4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3e80503 elementor-widget elementor-widget-text-editor\" data-id=\"3e80503\" 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<h3>Schritt 02<\/h3>\n<p>W\u00e4hlen Sie auf der Seite des Musikempfehlungssystems zun\u00e4chst das Attribut Ihrer Lieblingsmusik aus, um zu beginnen.<\/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<div class=\"elementor-element elementor-element-4fcbc6a e-con-full e-flex e-con e-child\" data-id=\"4fcbc6a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a87ce1b elementor-widget elementor-widget-image\" data-id=\"a87ce1b\" 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 loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"437\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-2-1024x559.webp\" class=\"attachment-large size-large wp-image-3950\" alt=\"music-recommedation-system-usage-2\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-2-1024x559.webp 1024w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-2-300x164.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-2-768x419.webp 768w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-2-24x13.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-2-36x20.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-2-48x26.webp 48w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-2.webp 1260w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1507211 e-con-full e-flex e-con e-parent\" data-id=\"1507211\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-daf8a1c e-con-full e-flex e-con e-child\" data-id=\"daf8a1c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-28dc43c elementor-widget elementor-widget-text-editor\" data-id=\"28dc43c\" 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<h3>Schritt 03<\/h3>\n<div class=\"usage-item--content\">\n<p>Klicken Sie auf die Schaltfl\u00e4che \u201eSenden\u201c, um Empfehlungen f\u00fcr sich zu erhalten.<\/p>\n<\/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<div class=\"elementor-element elementor-element-e3bf5a2 e-con-full e-flex e-con e-child\" data-id=\"e3bf5a2\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-797ffb5 elementor-widget elementor-widget-image\" data-id=\"797ffb5\" 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 loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"437\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-3-1024x559.webp\" class=\"attachment-large size-large wp-image-3951\" alt=\"music-recommedation-system-usage-3\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-3-1024x559.webp 1024w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-3-300x164.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-3-768x419.webp 768w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-3-24x13.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-3-36x20.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-3-48x26.webp 48w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-3.webp 1260w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ac8914f e-con-full e-flex e-con e-parent\" data-id=\"ac8914f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-f9bf269 e-con-full e-flex e-con e-child\" data-id=\"f9bf269\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f80b125 elementor-widget elementor-widget-text-editor\" data-id=\"f80b125\" 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<h3>Schritt 04<\/h3>\n<div class=\"usage-item--content\">\n<p>Sie k\u00f6nnen auf das Vorschaubild der Musik klicken, um eine Vorschau des Titels abzuspielen.<\/p>\n<\/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<div class=\"elementor-element elementor-element-7271a24 e-con-full e-flex e-con e-child\" data-id=\"7271a24\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ee25353 elementor-widget elementor-widget-image\" data-id=\"ee25353\" 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 loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"437\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-4-1024x559.webp\" class=\"attachment-large size-large wp-image-3952\" alt=\"music-recommedation-system-usage-4\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-4-1024x559.webp 1024w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-4-300x164.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-4-768x419.webp 768w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-4-24x13.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-4-36x20.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-4-48x26.webp 48w, https:\/\/stssoftware.ch\/wp-content\/uploads\/music-recommedation-system-usage-4.webp 1260w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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\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-5465960 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5465960\" data-element_type=\"section\" data-e-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-top-column elementor-element elementor-element-d02af6d\" data-id=\"d02af6d\" data-element_type=\"column\" data-e-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-591c4be8 elementor-widget elementor-widget-heading\" data-id=\"591c4be8\" 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\">N\u00e4chste Fallstudien<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-495f3693 elementor-grid-2 elementor-posts--thumbnail-top elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-widget elementor-widget-posts\" data-id=\"495f3693\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;custom_columns&quot;:&quot;2&quot;,&quot;custom_columns_tablet&quot;:&quot;2&quot;,&quot;custom_columns_mobile&quot;:&quot;1&quot;,&quot;custom_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:35,&quot;sizes&quot;:[]},&quot;custom_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;custom_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.custom\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t      <div class=\"ecs-posts elementor-posts-container elementor-posts   elementor-grid elementor-posts--skin-custom\" data-settings=\"{&quot;current_page&quot;:1,&quot;max_num_pages&quot;:0,&quot;load_method&quot;:&quot;&quot;,&quot;widget_id&quot;:&quot;495f3693&quot;,&quot;post_id&quot;:7989,&quot;theme_id&quot;:7989,&quot;change_url&quot;:false,&quot;reinit_js&quot;:false}\">\n      <div class=\"elementor-posts-nothing-found\"><\/div>\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<\/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-15afe3bd elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"15afe3bd\" data-element_type=\"section\" data-e-type=\"section\">\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-572b8661\" data-id=\"572b8661\" data-element_type=\"column\" data-e-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\t<div class=\"elementor-element elementor-element-1391e290 elementor-widget elementor-widget-heading\" data-id=\"1391e290\" 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\">Lass Uns Reden\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-46deedde elementor-widget elementor-widget-text-editor\" data-id=\"46deedde\" 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>Beginnen Sie die Konversation mit unseren Analysten und Entwicklern. Zusammen erheben wir die Bed\u00fcrfnisse und skizzieren die neue L\u00f6sung<\/p>\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-2c4e6ada elementor-widget elementor-widget-button\" data-id=\"2c4e6ada\" 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:\/\/stssoftware.ch\/contact\/\">\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\">Nehmen Sie Kontakt mit unseren Experten auf<\/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\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-7205fc99 img-let-talk\" data-id=\"7205fc99\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap\">\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<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Music Recommendation System erfreuen sich gro\u00dfer Beliebtheit und erm\u00f6glichen es den Nutzern, neue Songs und K\u00fcnstler auf der Grundlage ihrer H\u00f6rgewohnheiten und Vorlieben zu entdecken.<\/p>\n","protected":false},"featured_media":8330,"parent":0,"menu_order":0,"template":"elementor_header_footer","case_studies_category":[94],"class_list":["post-7989","case_studies","type-case_studies","status-publish","has-post-thumbnail","hentry","case_studies_category-ki-und-ml"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - 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