{"id":8061,"date":"2024-01-04T07:45:38","date_gmt":"2024-01-04T07:45:38","guid":{"rendered":"https:\/\/stssoftware.ch\/case_studies\/semantic-search-for-travel-place-document\/"},"modified":"2024-09-10T09:58:21","modified_gmt":"2024-09-10T09:58:21","slug":"semantic-search-for-travel-place-document","status":"publish","type":"case_studies","link":"https:\/\/stssoftware.ch\/de\/case_studies\/semantic-search-for-travel-place-document\/","title":{"rendered":"Semantic Search For Travel Place Document"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"8061\" class=\"elementor elementor-8061 elementor-3928\" 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-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\">\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\">\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\">\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-widget_type=\"breadcrumbs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<link rel=\"stylesheet\" href=\"https:\/\/stssoftware.ch\/wp-content\/plugins\/elementor-pro\/assets\/css\/widget-theme-elements.min.css\"><p id=\"breadcrumbs\"><span><span><a href=\"https:\/\/stssoftware.ch\/de\/\">Home<\/a><\/span><\/span><\/p>\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-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 26-03-2024 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h1 class=\"elementor-heading-title elementor-size-default\">SEMANTIC SEARCH FOR TRAVEL PLACE DOCUMENT<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ffd4ec5 detail-content elementor-widget elementor-widget-text-editor\" data-id=\"ffd4ec5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 26-03-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>Dieses Projekt zielt auf die Entwicklung einer semantischen Suchmaschine, die nicht nur nach Keywords suchen kann, sondern auch die Absicht und den kontextuellen Sinn des eingegebenen Satzes erkennt. Anhand fortschrittlicher Technologien der <strong>k\u00fcnstlichen Intelligenz<\/strong> und einiger Modelle f\u00fcr die Verarbeitung nat\u00fcrlicher Sprache werden wir eine weitere Suchtechnologie namens semantische Suche vorstellen. <\/p>\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-231ff7eb detail-content elementor-widget elementor-widget-text-editor\" data-id=\"231ff7eb\" 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<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\/semantic-search-for-travel-place-document\/&amp;t=semantic-search-for-travel-place-document\" target=\"_blank\" rel=\"noopener\">\n<img 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\/semantic-search-for-travel-place-document\/&amp;title=semantic-search-for-travel-place-document&amp;summary=My%20favorite%20developer%20program&amp;source=LinkedIn\" target=\"_blank\" rel=\"noopener\">\n<img 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\/semantic-search-for-travel-place-document\/&amp;via=TWITTER_HANDLE&amp;text=semantic-search-for-travel-place-document\" target=\"_blank\" rel=\"noopener\">\n<img 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<\/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\">\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-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 26-03-2024 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" width=\"800\" height=\"770\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search.webp\" class=\"attachment-large size-large wp-image-3929\" alt=\"semantic search\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search.webp 916w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-300x289.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-768x739.webp 768w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-24x24.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-36x36.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-48x46.webp 48w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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\">\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\">\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-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">EINF\u00dcHRUNG<\/h2>\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-core-v316-plus=\"true\">\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-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-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 26-03-2024 *\/\n.elementor-widget-image-box .elementor-image-box-content{width:100%}@media (min-width:768px){.elementor-widget-image-box.elementor-position-left .elementor-image-box-wrapper,.elementor-widget-image-box.elementor-position-right .elementor-image-box-wrapper{display:flex}.elementor-widget-image-box.elementor-position-right .elementor-image-box-wrapper{text-align:right;flex-direction:row-reverse}.elementor-widget-image-box.elementor-position-left .elementor-image-box-wrapper{text-align:left;flex-direction:row}.elementor-widget-image-box.elementor-position-top .elementor-image-box-img{margin:auto}.elementor-widget-image-box.elementor-vertical-align-top .elementor-image-box-wrapper{align-items:flex-start}.elementor-widget-image-box.elementor-vertical-align-middle .elementor-image-box-wrapper{align-items:center}.elementor-widget-image-box.elementor-vertical-align-bottom .elementor-image-box-wrapper{align-items:flex-end}}@media (max-width:767px){.elementor-widget-image-box .elementor-image-box-img{margin-left:auto!important;margin-right:auto!important;margin-bottom:15px}}.elementor-widget-image-box .elementor-image-box-img{display:inline-block}.elementor-widget-image-box .elementor-image-box-title a{color:inherit}.elementor-widget-image-box .elementor-image-box-wrapper{text-align:center}.elementor-widget-image-box .elementor-image-box-description{margin:0}<\/style><div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img width=\"656\" height=\"434\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-1.webp\" class=\"attachment-full size-full wp-image-3696\" alt=\"intro-1\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-1.webp 656w, https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-1-300x198.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-1-24x16.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-1-36x24.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-1-48x32.webp 48w\" sizes=\"(max-width: 656px) 100vw, 656px\" \/><\/figure><div class=\"elementor-image-box-content\"><p class=\"elementor-image-box-description\">Heutzutage gibt es zwar viele Suchmaschinen, die meisten verwenden jedoch die Keyword-Suche. Die Keyword-Suche sucht nach Begriffen, wo immer sie vorkommen, selbst wenn sie Teil eines gr\u00f6\u00dferen Ausdrucks sind oder in einem anderen Kontext verwendet werden. Sie findet W\u00f6rter an beliebiger Stelle im Datensatz. Die Keyword-Suche st\u00f6\u00dft jedoch auf die Einschr\u00e4nkung, dass W\u00f6rter oft mehrere Bedeutungen haben, so dass sie irrelevante Ergebnisse liefert.<br>  <\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ecd3833 e-con-full e-flex e-con e-child\" data-id=\"ecd3833\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f0e5366 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"f0e5366\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img width=\"600\" height=\"434\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-3-1.webp\" class=\"attachment-full size-full wp-image-3699\" alt=\"intro-3\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-3-1.webp 600w, https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-3-1-300x217.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-3-1-24x17.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-3-1-36x26.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/intro-3-1-48x35.webp 48w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure><div class=\"elementor-image-box-content\"><p class=\"elementor-image-box-description\">Im Gegensatz zur Keyword-Suche ist die semantische Suche eine Suche nach Bedeutung. Sie versucht, die Absicht und den Kontext der Begriffe und Ihrer Suchanfrage zu erfassen. Wir haben eine semantische Suchmaschine auf der Grundlage der Datenbank von https:\/\/wikitravel.org\/en\/Main_Page aufgebaut. Sie findet und zeigt Ihnen die besten k (Standard k=10) Artikel mit der besten \u00dcbereinstimmung im Sinne Ihrer Suchanfrage. <\/p><\/div><\/div>\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-dc1048d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"dc1048d\" 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-top-column elementor-element elementor-element-deb2c0e\" data-id=\"deb2c0e\" 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-c5fd1f8 elementor-widget elementor-widget-heading\" data-id=\"c5fd1f8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Ansatz<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3fbda13 detail-content elementor-widget elementor-widget-text-editor\" data-id=\"3fbda13\" 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<h3 class=\"our-approaches--subheading\">Daten<\/h3> Wir haben alle existierenden Artikel von <a href=\"https:\/\/wikitravel.org\/en\/Main_Page\" rel=\"nofollow\">https:\/\/wikitravel.org\/en\/Main_Page<\/a> gecrawlt. Nach der Reinigung und Vorverarbeitung der gecrawlten Daten, um nicht existierende Artikel, falsche und wiederholte Beitr\u00e4ge zu entfernen, betr\u00e4gt die endg\u00fcltige Anzahl der Artikel 31.249. Diese werden in einer CSV-Datei gespeichert und f\u00fcr die Suche verwendet. <br><\/br>\n<h3 class=\"our-approaches--subheading\">Text\u00e4hnlichkeitsmodell<\/h3> Um den eingegebenen Satz anhand seiner semantischen \u00dcbereinstimmung mit der Artikeldatenbank zu suchen, haben wir ein Deep-Learning-Modell angewandt, um den Satz durch einen Embedding-Vektor zu repr\u00e4sentieren. Anschlie\u00dfend berechnen wir die \u00c4hnlichkeit des Satzes anhand dieser Embedding-Vektoren, um die besten Treffer zu finden.<br> \t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-af41ec0 elementor-widget elementor-widget-image\" data-id=\"af41ec0\" 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<img loading=\"lazy\" width=\"800\" height=\"313\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-approach-1024x400.webp\" class=\"attachment-large size-large wp-image-3932\" alt=\"semantic search-approach\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-approach-1024x400.webp 1024w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-approach-300x117.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-approach-768x300.webp 768w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-approach-1536x600.webp 1536w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-approach-2048x799.webp 2048w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-approach-24x9.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-approach-36x14.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-approach-48x19.webp 48w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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 class=\"elementor-element elementor-element-33cbc71 detail-content elementor-widget elementor-widget-text-editor\" data-id=\"33cbc71\" 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\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-0afa5e5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0afa5e5\" 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-top-column elementor-element elementor-element-3c631da\" data-id=\"3c631da\" 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-cc1279f elementor-widget elementor-widget-heading\" data-id=\"cc1279f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">ANWENDUNG<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f869e41 e-con-full e-flex e-con e-parent\" data-id=\"f869e41\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t<div class=\"elementor-element elementor-element-43aab51 elementor-position-left elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"43aab51\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" width=\"1260\" height=\"688\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-1.webp\" class=\"attachment-full size-full wp-image-3933\" alt=\"semantic search usage-1\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-1.webp 1260w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-1-300x164.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-1-1024x559.webp 1024w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-1-768x419.webp 768w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-1-24x13.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-1-36x20.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-1-48x26.webp 48w\" sizes=\"(max-width: 1260px) 100vw, 1260px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Schritt 01<\/h3><p class=\"elementor-image-box-description\">Zugriff auf die Seite f\u00fcr die semantische Suche nach Reiseorten: https:\/\/experiment.saigontechnology.vn\/travel-search\/. Alternativ k\u00f6nnen Sie die Hauptseite des Saigon Technology AI Research Lab hier aufrufen: https:\/\/experiment.saigontechnology.vn\/, den Bereich \"Semantische Suche nach Reiseorten\" ausw\u00e4hlen und auf die Schaltfl\u00e4che \"Try our demo\" (Demo testen) klicken.<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0fcd2fc elementor-position-left elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"0fcd2fc\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" width=\"1260\" height=\"688\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-2.webp\" class=\"attachment-full size-full wp-image-3934\" alt=\"semantic search usage-2\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-2.webp 1260w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-2-300x164.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-2-1024x559.webp 1024w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-2-768x419.webp 768w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-2-24x13.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-2-36x20.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-2-48x26.webp 48w\" sizes=\"(max-width: 1260px) 100vw, 1260px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Schritt 02<\/h3><p class=\"elementor-image-box-description\">Auf der Seite \"Semantische Suche nach Reiseorten\" sehen Sie eine Benutzeroberfl\u00e4che wie diese.<br> <\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4600bfc elementor-position-left elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"4600bfc\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" width=\"1260\" height=\"688\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-3.webp\" class=\"attachment-full size-full wp-image-3935\" alt=\"semantic search usage-3\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-3.webp 1260w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-3-300x164.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-3-1024x559.webp 1024w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-3-768x419.webp 768w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-3-24x13.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-3-36x20.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-3-48x26.webp 48w\" sizes=\"(max-width: 1260px) 100vw, 1260px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Schritt 03<\/h3><p class=\"elementor-image-box-description\">Geben Sie den Satz, den Sie suchen m\u00f6chten, in das Texteingabefeld ein.<br> <\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-16735ed elementor-position-left elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"16735ed\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" width=\"1260\" height=\"688\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-4.webp\" class=\"attachment-full size-full wp-image-3936\" alt=\"semantic search usage-4\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-4.webp 1260w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-4-300x164.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-4-1024x559.webp 1024w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-4-768x419.webp 768w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-4-24x13.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-4-36x20.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-4-48x26.webp 48w\" sizes=\"(max-width: 1260px) 100vw, 1260px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Schritt 04<\/h3><p class=\"elementor-image-box-description\">Klicken Sie dann auf die Schaltfl\u00e4che \"Suchen\", um die Suche in der Wikitravel-Datenbank zu starten.<br> <\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1442b92 elementor-position-left elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"1442b92\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" width=\"1260\" height=\"688\" src=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-5.webp\" class=\"attachment-full size-full wp-image-3937\" alt=\"semantic search usage-5\" srcset=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-5.webp 1260w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-5-300x164.webp 300w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-5-1024x559.webp 1024w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-5-768x419.webp 768w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-5-24x13.webp 24w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-5-36x20.webp 36w, https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-usage-5-48x26.webp 48w\" sizes=\"(max-width: 1260px) 100vw, 1260px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Schritt 05<\/h3><p class=\"elementor-image-box-description\">Die 10 besten Suchergebnisse werden wie folgt angezeigt: <\/p><\/div><\/div>\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-44067229 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"44067229\" 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-top-column elementor-element elementor-element-68245c\" data-id=\"68245c\" 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-6ae5e3f1 elementor-widget elementor-widget-heading\" data-id=\"6ae5e3f1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">N\u00e4chste Fallstudien<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33b11bd2 elementor-grid-2 elementor-posts--thumbnail-top elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-widget elementor-widget-posts\" data-id=\"33b11bd2\" data-element_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<link rel=\"stylesheet\" href=\"https:\/\/stssoftware.ch\/wp-content\/plugins\/elementor-pro\/assets\/css\/widget-posts.min.css\">      <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;33b11bd2&quot;,&quot;post_id&quot;:8061,&quot;theme_id&quot;:8061,&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<\/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-250835a1 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"250835a1\" data-element_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-741c60a\" data-id=\"741c60a\" 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\t<div class=\"elementor-element elementor-element-34b4e666 elementor-widget elementor-widget-heading\" data-id=\"34b4e666\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Lass Uns Reden<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7bf475fe elementor-widget elementor-widget-text-editor\" data-id=\"7bf475fe\" 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<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<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-11192fd5 elementor-widget elementor-widget-button\" data-id=\"11192fd5\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\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<span class=\"elementor-button-text\">Nehmen Sie Kontakt mit unseren Experten auf<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-b4d1341 img-let-talk\" data-id=\"b4d1341\" data-element_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>Dieses Projekt zielt auf die Entwicklung einer semantischen Suchmaschine, die nicht nur nach Keywords suchen kann, sondern auch die Absicht und den kontextuellen Sinn des eingegebenen Satzes erkennt<\/p>\n","protected":false},"featured_media":8326,"parent":0,"menu_order":0,"template":"elementor_header_footer","case_studies_category":[94],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Semantic Search For Travel Place Document - STS Software GmbH<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/stssoftware.ch\/de\/case_studies\/semantic-search-for-travel-place-document\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Semantic Search For Travel Place Document - STS Software GmbH\" \/>\n<meta property=\"og:description\" content=\"Dieses Projekt zielt auf die Entwicklung einer semantischen Suchmaschine, die nicht nur nach Keywords suchen kann, sondern auch die Absicht und den kontextuellen Sinn des eingegebenen Satzes erkennt\" \/>\n<meta property=\"og:url\" content=\"https:\/\/stssoftware.ch\/de\/case_studies\/semantic-search-for-travel-place-document\/\" \/>\n<meta property=\"og:site_name\" content=\"STS Software GmbH\" \/>\n<meta property=\"article:modified_time\" content=\"2024-09-10T09:58:21+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/stssoftware.ch\/wp-content\/uploads\/semantic-search-de.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"916\" \/>\n\t<meta property=\"og:image:height\" content=\"882\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"5 Minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/stssoftware.ch\/de\/case_studies\/semantic-search-for-travel-place-document\/\",\"url\":\"https:\/\/stssoftware.ch\/de\/case_studies\/semantic-search-for-travel-place-document\/\",\"name\":\"Semantic Search For Travel Place Document - 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