{"id":1552,"date":"2024-07-20T13:37:50","date_gmt":"2024-07-20T11:37:50","guid":{"rendered":"https:\/\/ifenthaler.info\/website\/?p=1552"},"modified":"2024-09-10T08:24:29","modified_gmt":"2024-09-10T06:24:29","slug":"computational-learning-theories","status":"publish","type":"post","link":"https:\/\/ifenthaler.info\/website\/?p=1552","title":{"rendered":"Computational Learning Theories"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">A new monograph focussing on models for artificial intelligence promoting learning processes was published.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Gibson, D. C., &amp; Ifenthaler, D. (2024). Computational learning theories. Models for artificial intelligence promoting learning processes. Springer. https:\/\/doi.org\/10.1007\/978-3-031-65898-3<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This book shows how artificial intelligence grounded in learning theories can promote individual learning, team productivity, and multidisciplinary knowledge-building. It advances the learning sciences by integrating learning theory with computational biology and complexity. It offers an updated mechanism of learning that integrates previous theories, provides a basis for scaling from individuals to societies, and unifies models of psychology, sociology, and cultural studies.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The book provides a road map for the development of AI that addresses the central problems of learning theory in the age of artificial intelligence, including:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>optimizing human-machine collaboration<\/li>\n\n\n\n<li>promoting individual learning<\/li>\n\n\n\n<li>balancing personalization with privacy<\/li>\n\n\n\n<li>dealing with biases and promoting fairness<\/li>\n\n\n\n<li>explaining decisions and recommendations to build trust and accountability<\/li>\n\n\n\n<li>continuously balancing and adapting to individual, team, and organizational goals<\/li>\n\n\n\n<li>generating and generalizing knowledge across fields and domains<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">The book will be of interest to educational professionals, researchers, and developers of educational technology that utilize artificial intelligence.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/link.springer.com\/book\/10.1007\/978-3-031-65898-3\">https:\/\/link.springer.com\/book\/10.1007\/978-3-031-65898-3<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A new monograph focussing on models for artificial intelligence promoting learning processes was published. Gibson, D. C., &amp; Ifenthaler, D. (2024). Computational learning theories. Models for&#46;&#46;&#46;<\/p>\n","protected":false},"author":1,"featured_media":1553,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-1552","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-notes"],"_links":{"self":[{"href":"https:\/\/ifenthaler.info\/website\/index.php?rest_route=\/wp\/v2\/posts\/1552","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ifenthaler.info\/website\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ifenthaler.info\/website\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ifenthaler.info\/website\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ifenthaler.info\/website\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1552"}],"version-history":[{"count":1,"href":"https:\/\/ifenthaler.info\/website\/index.php?rest_route=\/wp\/v2\/posts\/1552\/revisions"}],"predecessor-version":[{"id":1554,"href":"https:\/\/ifenthaler.info\/website\/index.php?rest_route=\/wp\/v2\/posts\/1552\/revisions\/1554"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ifenthaler.info\/website\/index.php?rest_route=\/wp\/v2\/media\/1553"}],"wp:attachment":[{"href":"https:\/\/ifenthaler.info\/website\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1552"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ifenthaler.info\/website\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1552"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ifenthaler.info\/website\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1552"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}