{"id":1324,"date":"2023-12-24T16:54:52","date_gmt":"2023-12-24T14:54:52","guid":{"rendered":"https:\/\/sites.uef.fi\/learning-analytics\/?page_id=1324"},"modified":"2023-12-24T16:54:53","modified_gmt":"2023-12-24T14:54:53","slug":"tapani","status":"publish","type":"page","link":"https:\/\/sites.uef.fi\/learning-analytics\/members\/tapani\/","title":{"rendered":"TAPANI TOIVONEN"},"content":{"rendered":"\n<div class=\"person-card\">\n    \n                    <div class=\"person-card-item\">\n                    <div class=\"person-card-column-left\">\n                                                    <img decoding=\"async\" class=\"person-card-image\" src=\"https:\/\/sites.uef.fi\/learning-analytics\/wp-content\/uploads\/sites\/444\/2023\/12\/tapani2.jpg\" alt=\"\" \/>\n                                            <\/div>\n\n                    <div class=\"person-card-column-right\">\n                                                <p class=\"person-card-name\">Former Member of LA Unit<\/p>\n                        \n                        \n                        \n                                                <p class=\"person-card-text\">Tapani\u2019s research focuses on explainable AI (XAI), educational data mining (EDM), and AI in education. Tapani is especially interested in transparency of predictive models and how to develop models that would be both accurate and transparent. Tapani is also interested in human \u2014 algorithm collaboration in data mining, of which Tapani did his PhD.<\/p>\n                        \n                                            <\/div>\n                <\/div>\n                            <\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":704,"featured_media":0,"parent":290,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-1324","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>TAPANI TOIVONEN - Learning Analytics Unit<\/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:\/\/sites.uef.fi\/learning-analytics\/members\/tapani\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"TAPANI TOIVONEN - Learning Analytics Unit\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sites.uef.fi\/learning-analytics\/members\/tapani\/\" \/>\n<meta property=\"og:site_name\" content=\"Learning Analytics Unit\" \/>\n<meta property=\"article:modified_time\" content=\"2023-12-24T14:54:53+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/sites.uef.fi\/learning-analytics\/members\/tapani\/\",\"url\":\"https:\/\/sites.uef.fi\/learning-analytics\/members\/tapani\/\",\"name\":\"TAPANI TOIVONEN - Learning Analytics Unit\",\"isPartOf\":{\"@id\":\"https:\/\/sites.uef.fi\/learning-analytics\/#website\"},\"datePublished\":\"2023-12-24T14:54:52+00:00\",\"dateModified\":\"2023-12-24T14:54:53+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/sites.uef.fi\/learning-analytics\/members\/tapani\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/sites.uef.fi\/learning-analytics\/members\/tapani\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/sites.uef.fi\/learning-analytics\/members\/tapani\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/sites.uef.fi\/learning-analytics\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Members\",\"item\":\"https:\/\/sites.uef.fi\/learning-analytics\/members\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"TAPANI TOIVONEN\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/sites.uef.fi\/learning-analytics\/#website\",\"url\":\"https:\/\/sites.uef.fi\/learning-analytics\/\",\"name\":\"Learning Analytics Unit\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/sites.uef.fi\/learning-analytics\/?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":"TAPANI TOIVONEN - 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