{"id":8894,"date":"2024-05-07T22:05:34","date_gmt":"2024-05-08T02:05:34","guid":{"rendered":"https:\/\/portfolios.cs.earlham.edu\/?page_id=8894"},"modified":"2024-05-07T22:59:00","modified_gmt":"2024-05-08T02:59:00","slug":"long-trinh","status":"publish","type":"page","link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/long-trinh\/","title":{"rendered":"Long Trinh"},"content":{"rendered":"\n<p class=\"has-medium-font-size\">Introduction<\/p>\n\n\n\n<p>Hi, my name is Long. I\u2019m a senior in Computer Science and Data Science minor. My project is based on Movie Recommendation System using Genres Correlation.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">Abstract<\/p>\n\n\n\n<p>Recommendation systems are important emerging research technologies in computer science. They can be used to help customers find products they want. Recommendation systems use past users\u2019 preferences to predict future users\u2019 preferences and make suggestions to users. Recommendation system algorithms have been applied to movies to build movie recommendation system algorithms. In order to improve the accuracy when recommending movies to users, I design a movie recommendation system using genre correlation that combines with content-based method and uses the computation of recommendation points.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">Data Architecture Diagram<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2024\/05\/Untitled-design-1-1024x576.png\" alt=\"\" class=\"wp-image-8913\" srcset=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2024\/05\/Untitled-design-1-1024x576.png 1024w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2024\/05\/Untitled-design-1-300x169.png 300w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2024\/05\/Untitled-design-1-768x432.png 768w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2024\/05\/Untitled-design-1-1536x864.png 1536w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2024\/05\/Untitled-design-1.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-medium-font-size\">Poster<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"878\" src=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2024\/05\/Epic-Final-Poster-Version-1024x878.png\" alt=\"\" class=\"wp-image-8917\" srcset=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2024\/05\/Epic-Final-Poster-Version-1024x878.png 1024w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2024\/05\/Epic-Final-Poster-Version-300x257.png 300w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2024\/05\/Epic-Final-Poster-Version-768x658.png 768w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2024\/05\/Epic-Final-Poster-Version-1536x1317.png 1536w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-medium-font-size\">GitLab<\/p>\n\n\n\n<p><a href=\"https:\/\/code.cs.earlham.edu\/ltrinh19\/cs488-senior-capstone-project\">https:\/\/code.cs.earlham.edu\/ltrinh19\/cs488-senior-capstone-project<\/a><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Introduction Hi, my name is Long. I\u2019m a senior in Computer Science and Data Science minor. My project is based on Movie Recommendation System using Genres Correlation. Abstract Recommendation systems are important emerging research technologies in computer science. They can &hellip; <a href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/long-trinh\/\">Read More<\/a><\/p>\n","protected":false},"author":134,"featured_media":0,"parent":8534,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-8894","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Long Trinh - CS\/DS Student Portfolios<\/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:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/long-trinh\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Long Trinh - CS\/DS Student Portfolios\" \/>\n<meta property=\"og:description\" content=\"Introduction Hi, my name is Long. I\u2019m a senior in Computer Science and Data Science minor. My project is based on Movie Recommendation System using Genres Correlation. Abstract Recommendation systems are important emerging research technologies in computer science. They can &hellip; Read More\" \/>\n<meta property=\"og:url\" content=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/long-trinh\/\" \/>\n<meta property=\"og:site_name\" content=\"CS\/DS Student Portfolios\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-08T02:59:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2024\/05\/Untitled-design-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\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=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2024-2\\\/cs488\\\/long-trinh\\\/\",\"url\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2024-2\\\/cs488\\\/long-trinh\\\/\",\"name\":\"Long Trinh - CS\\\/DS Student Portfolios\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2024-2\\\/cs488\\\/long-trinh\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2024-2\\\/cs488\\\/long-trinh\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/wp-content\\\/uploads\\\/2024\\\/05\\\/Untitled-design-1-1024x576.png\",\"datePublished\":\"2024-05-08T02:05:34+00:00\",\"dateModified\":\"2024-05-08T02:59:00+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2024-2\\\/cs488\\\/long-trinh\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2024-2\\\/cs488\\\/long-trinh\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2024-2\\\/cs488\\\/long-trinh\\\/#primaryimage\",\"url\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/wp-content\\\/uploads\\\/2024\\\/05\\\/Untitled-design-1.png\",\"contentUrl\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/wp-content\\\/uploads\\\/2024\\\/05\\\/Untitled-design-1.png\",\"width\":1920,\"height\":1080},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2024-2\\\/cs488\\\/long-trinh\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Students\",\"item\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"2024\",\"item\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2024-2\\\/\"},{\"@type\":\"ListItem\",\"position\":4,\"name\":\"CS488\",\"item\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2024-2\\\/cs488\\\/\"},{\"@type\":\"ListItem\",\"position\":5,\"name\":\"Long Trinh\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/#website\",\"url\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/\",\"name\":\"CS\\\/DS Student Portfolios\",\"description\":\"AI and ML, Image Classification, Arduino\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Long Trinh - CS\/DS Student Portfolios","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/long-trinh\/","og_locale":"en_US","og_type":"article","og_title":"Long Trinh - CS\/DS Student Portfolios","og_description":"Introduction Hi, my name is Long. I\u2019m a senior in Computer Science and Data Science minor. My project is based on Movie Recommendation System using Genres Correlation. Abstract Recommendation systems are important emerging research technologies in computer science. They can &hellip; Read More","og_url":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/long-trinh\/","og_site_name":"CS\/DS Student Portfolios","article_modified_time":"2024-05-08T02:59:00+00:00","og_image":[{"width":1920,"height":1080,"url":"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2024\/05\/Untitled-design-1.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/long-trinh\/","url":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/long-trinh\/","name":"Long Trinh - CS\/DS Student Portfolios","isPartOf":{"@id":"https:\/\/portfolios.cs.earlham.edu\/#website"},"primaryImageOfPage":{"@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/long-trinh\/#primaryimage"},"image":{"@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/long-trinh\/#primaryimage"},"thumbnailUrl":"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2024\/05\/Untitled-design-1-1024x576.png","datePublished":"2024-05-08T02:05:34+00:00","dateModified":"2024-05-08T02:59:00+00:00","breadcrumb":{"@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/long-trinh\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/long-trinh\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/long-trinh\/#primaryimage","url":"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2024\/05\/Untitled-design-1.png","contentUrl":"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2024\/05\/Untitled-design-1.png","width":1920,"height":1080},{"@type":"BreadcrumbList","@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/long-trinh\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/portfolios.cs.earlham.edu\/"},{"@type":"ListItem","position":2,"name":"Students","item":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/"},{"@type":"ListItem","position":3,"name":"2024","item":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/"},{"@type":"ListItem","position":4,"name":"CS488","item":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/"},{"@type":"ListItem","position":5,"name":"Long Trinh"}]},{"@type":"WebSite","@id":"https:\/\/portfolios.cs.earlham.edu\/#website","url":"https:\/\/portfolios.cs.earlham.edu\/","name":"CS\/DS Student Portfolios","description":"AI and ML, Image Classification, Arduino","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/portfolios.cs.earlham.edu\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"rttpg_featured_image_url":null,"rttpg_author":{"display_name":"Long Trinh","author_link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/author\/ltrinh19\/"},"rttpg_comment":0,"rttpg_category":null,"rttpg_excerpt":"Introduction Hi, my name is Long. I\u2019m a senior in Computer Science and Data Science minor. My project is based on Movie Recommendation System using Genres Correlation. Abstract Recommendation systems are important emerging research technologies in computer science. They can &hellip; Read More","_links":{"self":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/pages\/8894","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/users\/134"}],"replies":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/comments?post=8894"}],"version-history":[{"count":11,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/pages\/8894\/revisions"}],"predecessor-version":[{"id":8918,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/pages\/8894\/revisions\/8918"}],"up":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/pages\/8534"}],"wp:attachment":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/media?parent=8894"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}