{"id":242,"date":"2011-03-24T12:26:42","date_gmt":"2011-03-24T12:26:42","guid":{"rendered":"http:\/\/blog.soton.ac.uk\/shopster\/?p=242"},"modified":"2011-05-26T02:53:33","modified_gmt":"2011-05-26T02:53:33","slug":"recommendation-system","status":"publish","type":"post","link":"https:\/\/blog.soton.ac.uk\/shopster\/recommendation-system\/","title":{"rendered":"Recommendation System"},"content":{"rendered":"<p>Recommendation system is one of the most important features of Shopster. \u00a0Recommendations will be proposed to a user when he is viewing an offer and when he is searching for . There are many types of recommendations that our system will recommend. Some of them are (lets assume that the reader is viewing an offer about a laptop):<\/p>\n<ol>\n<li>Offers about related products (e.g \u00a0the system will recommend offers about laptop cases, a mouse, etc. )<\/li>\n<li>Offers about similar products (e.g the system will recommend other offers about laptops)<\/li>\n<li>Other offers from the current shop<\/li>\n<li>Offers liked by other friends (offers that friends of the user have rated highly)<\/li>\n<\/ol>\n<p>A more detailed analysis of the recommendation system and algorithms to be used can be found <a href=\"http:\/\/blog.soton.ac.uk\/shopster\/recommendation-algorithms\/\">here<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Recommendation system is one of the most important features of Shopster. \u00a0Recommendations will be proposed to a user when he is viewing an offer and when he is searching for . There are many types of recommendations that our system will recommend. Some of them are (lets assume that the reader is viewing an offer [&hellip;]<\/p>\n","protected":false},"author":168,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5896],"tags":[],"class_list":["post-242","post","type-post","status-publish","format-standard","hentry","category-features-ideas"],"_links":{"self":[{"href":"https:\/\/blog.soton.ac.uk\/shopster\/wp-json\/wp\/v2\/posts\/242","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.soton.ac.uk\/shopster\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.soton.ac.uk\/shopster\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.soton.ac.uk\/shopster\/wp-json\/wp\/v2\/users\/168"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.soton.ac.uk\/shopster\/wp-json\/wp\/v2\/comments?post=242"}],"version-history":[{"count":3,"href":"https:\/\/blog.soton.ac.uk\/shopster\/wp-json\/wp\/v2\/posts\/242\/revisions"}],"predecessor-version":[{"id":546,"href":"https:\/\/blog.soton.ac.uk\/shopster\/wp-json\/wp\/v2\/posts\/242\/revisions\/546"}],"wp:attachment":[{"href":"https:\/\/blog.soton.ac.uk\/shopster\/wp-json\/wp\/v2\/media?parent=242"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.soton.ac.uk\/shopster\/wp-json\/wp\/v2\/categories?post=242"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.soton.ac.uk\/shopster\/wp-json\/wp\/v2\/tags?post=242"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}