{"id":1393,"date":"2023-12-24T17:23:54","date_gmt":"2023-12-24T15:23:54","guid":{"rendered":"https:\/\/sites.uef.fi\/learning-analytics\/?page_id=1393"},"modified":"2024-01-10T11:52:51","modified_gmt":"2024-01-10T09:52:51","slug":"isila","status":"publish","type":"page","link":"https:\/\/sites.uef.fi\/learning-analytics\/projects\/isila\/","title":{"rendered":"ISILA"},"content":{"rendered":"\n<h4 class=\"wp-block-heading\">Improving the quality and sustainability of learning using early intervention methods based on learning analytics<\/h4>\n\n\n\n<h2 class=\"wp-block-heading\">Objectives<\/h2>\n\n\n\n<p>ISILA aims to achieve the following:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Develop intervention methods guidelines based on learning analytics (LA) of student learning data.<\/li>\n\n\n\n<li>Identify metrics for tracking student engagement, to increase student learning effectiveness<\/li>\n\n\n\n<li>Design and develop an online platform for collecting, processing, and visualizing multimodal data.<\/li>\n\n\n\n<li>Conduct evaluation case studies for the proposed methods and tools.<\/li>\n\n\n\n<li>Identify learning patterns for continuous improvement of an LA-based intervention method.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Implementation<\/h2>\n\n\n\n<p>ISILA\u2019s project objectives will be achieved through the following:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Continuous project management<\/li>\n\n\n\n<li>Preparation of data infrastructure, which includes the design and development of an online platform with dashboards for collecting, processing, storing and visualizing multimodal data<\/li>\n\n\n\n<li>Preparation of legal and ethical guidelines for usage of learner data<\/li>\n\n\n\n<li>Development of intervention methods based on learning analytics<\/li>\n\n\n\n<li>Conducting piloting of developed methods and tools<\/li>\n\n\n\n<li>Dissemination of project results.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Expected Results<\/h2>\n\n\n\n<p>The expected results are:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>To develop an online platform for collecting, processing, and storing learner data from heterogeneous sources.<\/li>\n\n\n\n<li>To develop a multimodal data dashboard for learner data visualization<\/li>\n\n\n\n<li>To develop guidelines for intervention methods based on learning analytics (LA)<\/li>\n\n\n\n<li>To define ethical requirements for the collection and usage of learner data<\/li>\n\n\n\n<li>To raise awareness among target stakeholders that LA can be used as a powerful tool to track student engagement<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"links-block\">\n\n    \n    <ul class=\"link-list\">\n        \n            \n            <li class=\"link-list-item\">\n                <a href=\"https:\/\/uefconnect.uef.fi\/en\/group\/improving-the-quality-and-sustainability-of-learning-using-early-intervention-methods-based-on-learning-analytics\/\" class=\"link-reset link hover-scale-down\">\n                    <svg\n        width=\"43\" height=\"25\"\n        viewBox=\"0 0 43 25\"\n        xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n    <path\n        d=\"M30.027 0 43 12.5 30.027 25 27 22.083 34.351 15H0v-5h34.351L27 2.917z\"\n        fill=\"currentColor\"\n        fill-rule=\"evenodd\"\/>\n<\/svg>                    <div>ISILA on UEF Connect<\/div>\n                <\/a>\n                <div class=\"link-info\">\n                                    <\/div>\n            <\/li>\n\n        \n            <li class=\"link-list-item\">\n                <a href=\"https:\/\/blogs.uef.fi\/isila\/\" class=\"link-reset link hover-scale-down\">\n                    <svg\n        width=\"43\" height=\"25\"\n        viewBox=\"0 0 43 25\"\n        xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n    <path\n        d=\"M30.027 0 43 12.5 30.027 25 27 22.083 34.351 15H0v-5h34.351L27 2.917z\"\n        fill=\"currentColor\"\n        fill-rule=\"evenodd\"\/>\n<\/svg>                    <div>ISILA on UEF Blogs<\/div>\n                <\/a>\n                <div class=\"link-info\">\n                                    <\/div>\n            <\/li>\n\n                <\/ul>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Improving the quality and sustainability of learning using early intervention methods based on learning analytics Objectives ISILA aims to achieve the following: Implementation ISILA\u2019s project objectives will be achieved through the following: Expected Results The expected results are:<\/p>\n","protected":false},"author":704,"featured_media":0,"parent":541,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-1393","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - 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