{"id":1103,"date":"2025-10-28T17:10:41","date_gmt":"2025-10-28T15:10:41","guid":{"rendered":"https:\/\/blogs.uef.fi\/isila\/?p=1103"},"modified":"2026-03-30T10:27:14","modified_gmt":"2026-03-30T08:27:14","slug":"announcing-new-book-advanced-learning-analytics-methods-ai-precision-and-complexity","status":"publish","type":"post","link":"https:\/\/blogs.uef.fi\/isila\/2025\/10\/28\/announcing-new-book-advanced-learning-analytics-methods-ai-precision-and-complexity\/","title":{"rendered":"Announcing New Book: Advanced Learning Analytics Methods: AI, Precision and Complexity"},"content":{"rendered":"\n<p>We are delighted to announce the release of a new <strong>open-access book edited by ISILA members<\/strong> <strong>Mohammed Saqr<\/strong> and <strong>Sonsoles L\u00f3pez Pernas<\/strong>, titled <strong><em>Advanced Learning Analytics Methods: AI, Precision and Complexity<\/em><\/strong>.<\/p>\n\n\n\n<p>This new publication brings together the most recent advances in <strong>learning analytics<\/strong>, spanning from <strong>Explainable AI (XAI)<\/strong> and <strong>Generative AI (GenAI)<\/strong> to <strong>complex systems<\/strong> and <strong>precision education<\/strong>. Across <strong>22 in-depth chapters<\/strong>, the book combines rigorous research with practical insights, tutorials, and datasets to help readers explore the next frontier of data-informed education.<\/p>\n\n\n\n<p> <strong>Read it now:<\/strong> <a href=\"https:\/\/link.springer.com\/book\/10.1007\/978-3-031-95365-1\">https:\/\/link.springer.com\/book\/10.1007\/978-3-031-95365-1<\/a><\/p>\n\n\n\n<p>The book presents its themes in an <strong>accessible and structured format<\/strong>, beginning with <strong>introductory chapters<\/strong> that cover the fundamentals of each topic, followed by <strong>hands-on tutorials<\/strong> featuring real code and datasets.<\/p>\n\n\n\n<p>Although titled <em>\u201cAdvanced Learning Analytics,\u201d<\/em> the content is crafted for the <strong>broader educational research community<\/strong>, appealing to both newcomers and experienced researchers interested in data-driven educational methods.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The <strong>first section<\/strong> focuses on <strong>Explainable AI (XAI)<\/strong> and <strong>Machine Learning (ML)<\/strong>, introducing key concepts, their applications, and detailed tutorials.<\/li>\n\n\n\n<li>The <strong>second section<\/strong> explores <strong>Large Language Models (LLMs)<\/strong>, their educational potential, and how to apply them in analytical contexts.<\/li>\n\n\n\n<li>The <strong>third section<\/strong> dives into <strong>complex systems<\/strong>, with special attention to <strong>Transition Network Analysis (TNA)<\/strong> \u2014 a method for modeling the temporal unfolding of learning processes.<\/li>\n\n\n\n<li>The <strong>final section<\/strong> examines <strong>precision education<\/strong>, emphasizing <strong>person-centered<\/strong> and <strong>idiographic<\/strong> (individual-specific) analytical methodologies.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"681\" height=\"1024\" src=\"https:\/\/blogs.uef.fi\/isila\/wp-content\/uploads\/sites\/197\/2025\/11\/image-2-681x1024.png\" alt=\"\" class=\"wp-image-1104\" style=\"width:313px;height:auto\" srcset=\"https:\/\/blogs.uef.fi\/isila\/wp-content\/uploads\/sites\/197\/2025\/11\/image-2-681x1024.png 681w, https:\/\/blogs.uef.fi\/isila\/wp-content\/uploads\/sites\/197\/2025\/11\/image-2-200x300.png 200w, https:\/\/blogs.uef.fi\/isila\/wp-content\/uploads\/sites\/197\/2025\/11\/image-2-768x1155.png 768w, https:\/\/blogs.uef.fi\/isila\/wp-content\/uploads\/sites\/197\/2025\/11\/image-2.png 800w\" sizes=\"auto, (max-width: 681px) 100vw, 681px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>We are delighted to announce the release of a new open-access book edited by ISILA members Mohammed Saqr and Sonsoles L\u00f3pez Pernas, titled Advanced Learning Analytics Methods: AI, Precision and Complexity. This new publication brings together the most recent advances in learning analytics, spanning from Explainable AI (XAI) and Generative AI (GenAI) to complex systems [&hellip;]<\/p>\n","protected":false},"author":647,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[74],"tags":[14],"class_list":["post-1103","post","type-post","status-publish","format-standard","hentry","category-off-topic","tag-learning-analytics"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Announcing New Book: Advanced Learning Analytics Methods: AI, Precision and Complexity - ISILA<\/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:\/\/blogs.uef.fi\/isila\/2025\/10\/28\/announcing-new-book-advanced-learning-analytics-methods-ai-precision-and-complexity\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Announcing New Book: Advanced Learning Analytics Methods: AI, Precision and Complexity - ISILA\" \/>\n<meta property=\"og:description\" content=\"We are delighted to announce the release of a new open-access book edited by ISILA members Mohammed Saqr and Sonsoles L\u00f3pez Pernas, titled Advanced Learning Analytics Methods: AI, Precision and Complexity. This new publication brings together the most recent advances in learning analytics, spanning from Explainable AI (XAI) and Generative AI (GenAI) to complex systems [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/blogs.uef.fi\/isila\/2025\/10\/28\/announcing-new-book-advanced-learning-analytics-methods-ai-precision-and-complexity\/\" \/>\n<meta property=\"og:site_name\" content=\"ISILA\" \/>\n<meta property=\"article:published_time\" content=\"2025-10-28T15:10:41+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-30T08:27:14+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/blogs.uef.fi\/isila\/wp-content\/uploads\/sites\/197\/2025\/11\/image-2.png\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"1203\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"ramyelmo\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"ramyelmo\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/blogs.uef.fi\\\/isila\\\/2025\\\/10\\\/28\\\/announcing-new-book-advanced-learning-analytics-methods-ai-precision-and-complexity\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/blogs.uef.fi\\\/isila\\\/2025\\\/10\\\/28\\\/announcing-new-book-advanced-learning-analytics-methods-ai-precision-and-complexity\\\/\"},\"author\":{\"name\":\"ramyelmo\",\"@id\":\"https:\\\/\\\/blogs.uef.fi\\\/isila\\\/#\\\/schema\\\/person\\\/c40515ff641743e5f73820aafb2d46d1\"},\"headline\":\"Announcing New Book: Advanced Learning Analytics Methods: AI, Precision and Complexity\",\"datePublished\":\"2025-10-28T15:10:41+00:00\",\"dateModified\":\"2026-03-30T08:27:14+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/blogs.uef.fi\\\/isila\\\/2025\\\/10\\\/28\\\/announcing-new-book-advanced-learning-analytics-methods-ai-precision-and-complexity\\\/\"},\"wordCount\":241,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/blogs.uef.fi\\\/isila\\\/2025\\\/10\\\/28\\\/announcing-new-book-advanced-learning-analytics-methods-ai-precision-and-complexity\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/blogs.uef.fi\\\/isila\\\/wp-content\\\/uploads\\\/sites\\\/197\\\/2025\\\/11\\\/image-2-681x1024.png\",\"keywords\":[\"learning analytics\"],\"articleSection\":[\"Off-topic\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/blogs.uef.fi\\\/isila\\\/2025\\\/10\\\/28\\\/announcing-new-book-advanced-learning-analytics-methods-ai-precision-and-complexity\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/blogs.uef.fi\\\/isila\\\/2025\\\/10\\\/28\\\/announcing-new-book-advanced-learning-analytics-methods-ai-precision-and-complexity\\\/\",\"url\":\"https:\\\/\\\/blogs.uef.fi\\\/isila\\\/2025\\\/10\\\/28\\\/announcing-new-book-advanced-learning-analytics-methods-ai-precision-and-complexity\\\/\",\"name\":\"Announcing New Book: Advanced Learning Analytics Methods: AI, Precision and Complexity - 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