{"id":1078,"date":"2016-12-16T13:03:37","date_gmt":"2016-12-16T13:03:37","guid":{"rendered":"http:\/\/www.cs.ubbcluj.ro\/~fca\/?p=1078"},"modified":"2017-06-19T12:55:40","modified_gmt":"2017-06-19T12:55:40","slug":"a-fca-strategy-for-improving-web-based-learning-sites","status":"publish","type":"post","link":"https:\/\/www.cs.ubbcluj.ro\/research\/fca\/a-fca-strategy-for-improving-web-based-learning-sites\/","title":{"rendered":"A FCA Strategy for Improving Web-Based Learning Sites"},"content":{"rendered":"<p><strong>Paper:<\/strong> <a href=\"http:\/\/www.cs.ubbcluj.ro\/~studia-i\/contents\/2016-2\/08-Sotropa.pdf\" target=\"_blank\">Diana \u0218otropa, A FCA Strategy for Improving Web-Based Learning Sites, Studia Universitatis Babes-Bolyai Informatica, Volume LXI, No. 2, 2016, pp. 110-125, Cluj-Napoca, Rom\u00e2nia<\/a><\/p>\n<p><strong>Abstract:<\/strong> Nowadays, online educational systems show a rapid development due to the growth of the Internet, which offer unique opportunities to improve them based on users\u2019 experiences. This paper presents advances of a Formal Concept Analysis (FCA) based strategy for improving web-based learning sites. We have used together Web Usage Mining and Formal Concept Analysis techniques in order to create a visual overview of exploring web-logs and discover knowledge in web logs. We have focused<br \/>\non visualizing triadic data in order to emphasize user dynamics through the educational systems. Switching from a triadic to a polyadic perspective we have detected repetitive browsing habits. From all the revealed behaviors we distill then users life tracks by using Temporal Concept Analysis.<\/p>\n<p><strong>Keywords:<\/strong> Web usage mining, Life track, Behavioral patterns, Online e-learning environment, Temporal Concept Analysis, Formal Concept Analysis, Triadic Formal<br \/>\nConcept Analysis.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Paper: Diana \u0218otropa, A FCA Strategy for Improving Web-Based Learning Sites, Studia Universitatis Babes-Bolyai Informatica, Volume LXI, No. 2, 2016, pp. 110-125, Cluj-Napoca, Rom\u00e2nia Abstract: Nowadays, online educational systems show a rapid development due to the growth of the Internet, which offer unique opportunities to improve them based on users\u2019 experiences. This paper presents advances &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/www.cs.ubbcluj.ro\/research\/fca\/a-fca-strategy-for-improving-web-based-learning-sites\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;A FCA Strategy for Improving Web-Based Learning Sites&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":1193,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-1078","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-papers"],"_links":{"self":[{"href":"https:\/\/www.cs.ubbcluj.ro\/research\/fca\/wp-json\/wp\/v2\/posts\/1078","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.cs.ubbcluj.ro\/research\/fca\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.cs.ubbcluj.ro\/research\/fca\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.cs.ubbcluj.ro\/research\/fca\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.cs.ubbcluj.ro\/research\/fca\/wp-json\/wp\/v2\/comments?post=1078"}],"version-history":[{"count":3,"href":"https:\/\/www.cs.ubbcluj.ro\/research\/fca\/wp-json\/wp\/v2\/posts\/1078\/revisions"}],"predecessor-version":[{"id":1082,"href":"https:\/\/www.cs.ubbcluj.ro\/research\/fca\/wp-json\/wp\/v2\/posts\/1078\/revisions\/1082"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.cs.ubbcluj.ro\/research\/fca\/wp-json\/wp\/v2\/media\/1193"}],"wp:attachment":[{"href":"https:\/\/www.cs.ubbcluj.ro\/research\/fca\/wp-json\/wp\/v2\/media?parent=1078"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.cs.ubbcluj.ro\/research\/fca\/wp-json\/wp\/v2\/categories?post=1078"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.cs.ubbcluj.ro\/research\/fca\/wp-json\/wp\/v2\/tags?post=1078"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}