[et_pb_section fb_built=”1″ fullwidth=”on” admin_label=”Header” _builder_version=”3.22″ background_image=”https:\/\/emadridnet.uc3m.es\/wp-content\/uploads\/sites\/40\/2021\/05\/meetup-02.jpg” parallax=”on” custom_padding=”|||” animation_style=”slide” animation_direction=”top” animation_intensity_slide=”2%” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_fullwidth_header title=”\u00abState of the art data mining in education. Learning Analytics\u00bb” subhead=”Crist\u00f3bal Romero Morales” button_one_text=”Free registration” button_one_url=”https:\/\/docs.google.com\/forms\/d\/e\/1FAIpQLSfXBI1EQBhQuZ0jTQU-2cpXgRuAIQ7XdGtWUyIbAyZa5Yd4KA\/viewform” background_overlay_color=”rgba(255,255,255,0.6)” content_max_width=”700px” content_max_width_tablet=”100%” content_max_width_phone=”” content_max_width_last_edited=”on|desktop” _builder_version=”4.14.2″ title_font=”Roboto|300|||||||” title_font_size=”60px” title_line_height=”1.4em” content_font=”||||||||” content_font_size=”17px” content_line_height=”1.9em” subhead_font=”|600|||||||” subhead_font_size=”20px” subhead_line_height=”1.8em” background_color=”rgba(255,255,255,0.3)” background_image=”https:\/\/storage.googleapis.com\/wp-uploads.bucket.wp.uc3m.es\/wp-content\/uploads\/sites\/40\/2021\/12\/16102359\/cristobal_romero.jpg” custom_button_one=”on” button_one_text_size=”14px” button_one_text_color=”#ffffff” button_one_bg_color=”#8300e9″ button_one_bg_color_gradient_start=”#d883f8″ button_one_bg_color_gradient_end=”#352DBE” button_one_bg_color_gradient_direction=”90deg” button_one_border_width=”10px” button_one_border_color=”rgba(0,0,0,0)” button_one_border_radius=”100px” button_one_letter_spacing=”3px” button_one_font=”Roboto|700||on|||||” custom_button_two=”on” button_two_text_size=”14px” button_two_text_color=”#ffffff” button_two_bg_color=”#06c8ff” button_two_border_width=”10px” button_two_border_color=”rgba(0,0,0,0)” button_two_border_radius=”100px” button_two_letter_spacing=”3px” button_two_font=”Roboto|700||on|||||” background_layout=”light” custom_margin=”||||false” custom_padding=”8vw||8vw||true” custom_padding_tablet=”250px||250px||true” custom_padding_last_edited=”off|desktop” link_option_url_new_window=”on” hover_enabled=”0″ title_font_size_tablet=”40px” title_font_size_phone=”32px” title_font_size_last_edited=”on|desktop” button_one_text_color_hover=”#ffffff” button_two_text_color_hover=”#ffffff” button_one_letter_spacing_hover=”3px” button_two_letter_spacing_hover=”3px” global_colors_info=”{}” button_one_text_size__hover_enabled=”off” button_two_text_size__hover_enabled=”off” button_one_text_color__hover_enabled=”on” button_one_text_color__hover=”#ffffff” button_two_text_color__hover_enabled=”on” button_two_text_color__hover=”#ffffff” button_one_border_width__hover_enabled=”off” button_two_border_width__hover_enabled=”off” button_one_border_color__hover_enabled=”off” button_two_border_color__hover_enabled=”off” button_one_border_radius__hover_enabled=”off” button_two_border_radius__hover_enabled=”off” button_one_letter_spacing__hover_enabled=”on” button_one_letter_spacing__hover=”3px” button_two_letter_spacing__hover_enabled=”on” button_two_letter_spacing__hover=”3px” button_one_bg_color__hover_enabled=”off” button_two_bg_color__hover_enabled=”off” theme_builder_area=”post_content” title_text=”cristobal_romero” sticky_enabled=”0″]<\/p>\n
Universidad de C\u00f3rdoba<\/p>\n
[\/et_pb_fullwidth_header][\/et_pb_section][et_pb_section fb_built=”1″ admin_label=”Visiting” _builder_version=”3.22″ global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_row _builder_version=”3.25″ custom_padding=”27px|0px|24px|0px|false|false” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_column type=”4_4″ _builder_version=”3.25″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||” theme_builder_area=”post_content”][et_pb_text _builder_version=”4.14.2″ text_font=”||||||||” text_font_size=”16px” text_line_height=”1.9em” header_font=”||||||||” header_2_font=”Roboto|300|||||||” header_2_font_size=”50px” header_2_line_height=”1.4em” hover_enabled=”0″ header_2_font_size_tablet=”40px” header_2_font_size_phone=”32px” header_2_font_size_last_edited=”on|phone” global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]<\/p>\n
The application of data mining in education \/ learning analytics (educational data mining \/ learning analytics) is a topic of great interest nowadays due to the large amount of information that can be collected by different teaching systems on the interaction with students. students. In this talk, this research area will be introduced, which can already be considered to be in its mature state after eleven years of the first congress on EDM and eight of the LA. It will begin by defining the different terms used (EDM, LA, AA, EDS, BDE, etc.) and highlighting the few differences that exist between them. The practical application process will continue to be described, seeing the actors involved and the different types of data most used. The main techniques used to solve the different problems in educational environments, the most used software tools and the currently existing public datasets will be shown below. Finally, the main bibliography on the subject will be listed: most cited papers, most important books and surveys.<\/p>\n
[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ admin_label=”About” _builder_version=”3.22″ min_height=”562px” custom_margin=”-3px|||||” custom_padding=”0px||0px|||” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_row column_structure=”1_2,1_2″ padding_top_bottom_link_1=”true” padding_left_right_link_1=”true” _builder_version=”4.9.4″ min_height=”509.8px” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_column type=”1_2″ _builder_version=”3.25″ background_image=”https:\/\/storage.googleapis.com\/wp-uploads.bucket.wp.uc3m.es\/wp-content\/uploads\/sites\/40\/2021\/05\/28095053\/column-background-02.png” custom_padding=”50px|50px|50px|50px” custom_padding_tablet=”” custom_padding_phone=”20px|20px|20px|20px|true|true” custom_padding_last_edited=”on|phone” global_colors_info=”{}” padding_phone=”20px|20px|20px|20px|true|true” padding_last_edited=”on|phone” custom_padding__hover=”|||” theme_builder_area=”post_content”][et_pb_image src=”https:\/\/storage.googleapis.com\/wp-uploads.bucket.wp.uc3m.es\/wp-content\/uploads\/sites\/40\/2021\/12\/16102359\/cristobal_romero.jpg” title_text=”cristobal_romero” align_tablet=”center” align_phone=”” align_last_edited=”on|desktop” _builder_version=”4.14.2″ animation_style=”zoom” animation_intensity_zoom=”10%” hover_enabled=”0″ box_shadow_style=”preset1″ box_shadow_vertical=”32px” box_shadow_blur=”100px” box_shadow_color=”rgba(0,0,0,0.15)” global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″][\/et_pb_image][\/et_pb_column][et_pb_column type=”1_2″ _builder_version=”3.25″ custom_padding=”|||” custom_padding_tablet=”0px|||” custom_padding_last_edited=”off|desktop” global_colors_info=”{}” padding_tablet=”0px|||” padding_last_edited=”off|desktop” custom_padding__hover=”|||” theme_builder_area=”post_content”][et_pb_text _builder_version=”4.14.2″ text_font=”||||||||” text_font_size=”16px” text_line_height=”1.9em” header_font=”||||||||” header_2_font=”Roboto|300|||||||” header_2_font_size=”50px” header_2_line_height=”1.4em” hover_enabled=”0″ header_2_font_size_tablet=”40px” header_2_font_size_phone=”32px” header_2_font_size_last_edited=”on|phone” global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]<\/p>\n
Professor of Computer Science and Artificial Intelligence at the Universidad de C\u00f3rdoba and member of the research group KDIS (Knowledge Discovery and Intelligent Systems). He has published more than 40 articles in journals with impact index\/JCR and more than 50 communications in international conferences, several special issues in prestigious journals, five books (one of them, the first book published on “data mining in e-learning” and another the Handbook of EDM) and eight books’ chapters. Lecturer and organizer of international events on data mining, educational technology and artificial intelligence. He has been pre-selected as ISI Highly Cited Research by Thomson Reuters on two occasions, 2012 and 2013, in the area of Computer Science. Senior member of IEEE and five other international societies, member of the scientific committee of more than 50 congresses, several research networks and reviewer in many international journals, being currently associate editor in the journal IEEE-TLT.<\/span><\/p>\n [\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ admin_label=”Past Events” _builder_version=”3.22″ background_image=”https:\/\/emadridnet.uc3m.es\/wp-content\/uploads\/sites\/40\/2021\/05\/bg-4.png” background_size=”initial” background_position=”bottom_left” custom_padding=”54px|0px|0|0px|false|false” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_row _builder_version=”3.25″ global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_column type=”4_4″ _builder_version=”3.25″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||” theme_builder_area=”post_content”][et_pb_text _builder_version=”3.27.4″ text_font=”||||||||” text_font_size=”16px” text_line_height=”1.9em” header_font=”||||||||” header_2_font=”Roboto|300|||||||” header_2_font_size=”50px” header_2_line_height=”1.4em” text_orientation=”center” header_2_font_size_tablet=”40px” header_2_font_size_phone=”32px” header_2_font_size_last_edited=”on|phone” locked=”off” global_colors_info=”{}” theme_builder_area=”post_content”]<\/p>\n [\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row custom_padding_last_edited=”on|phone” _builder_version=”3.25″ background_image=”https:\/\/storage.googleapis.com\/wp-uploads.bucket.wp.uc3m.es\/wp-content\/uploads\/sites\/40\/2021\/05\/28095101\/column-background-03-1.png” min_height=”233px” custom_margin=”15px|auto|-12px|auto||” custom_padding=”0px|50px|0|50px|false|false” custom_padding_tablet=”” custom_padding_phone=”20px|20px||20px||true” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_column type=”4_4″ _builder_version=”3.25″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||” theme_builder_area=”post_content”][et_pb_video src=”https:\/\/vimeo.com\/346825578″ play_icon_color=”#000000″ _builder_version=”4.14.2″ animation_style=”zoom” animation_direction=”bottom” animation_intensity_zoom=”10%” animation_starting_opacity=”100%” box_shadow_style=”preset1″ box_shadow_vertical=”32px” box_shadow_blur=”100px” box_shadow_color=”rgba(0,0,0,0.15)” global_colors_info=”{}” theme_builder_area=”post_content”][\/et_pb_video][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":" Universidad de C\u00f3rdobaAbstract The application of data mining in education \/ learning analytics (educational data mining \/ learning analytics) is a topic of great interest nowadays due to the large amount of information that can be collected by different teaching systems on the interaction with students. students. In this talk, this research area will be […]<\/p>\n","protected":false},"author":82,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[28],"tags":[],"class_list":["post-3688","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/emadridnet.uc3m.es\/en\/wp-json\/wp\/v2\/posts\/3688","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/emadridnet.uc3m.es\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/emadridnet.uc3m.es\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/emadridnet.uc3m.es\/en\/wp-json\/wp\/v2\/users\/82"}],"replies":[{"embeddable":true,"href":"https:\/\/emadridnet.uc3m.es\/en\/wp-json\/wp\/v2\/comments?post=3688"}],"version-history":[{"count":2,"href":"https:\/\/emadridnet.uc3m.es\/en\/wp-json\/wp\/v2\/posts\/3688\/revisions"}],"predecessor-version":[{"id":3690,"href":"https:\/\/emadridnet.uc3m.es\/en\/wp-json\/wp\/v2\/posts\/3688\/revisions\/3690"}],"wp:attachment":[{"href":"https:\/\/emadridnet.uc3m.es\/en\/wp-json\/wp\/v2\/media?parent=3688"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/emadridnet.uc3m.es\/en\/wp-json\/wp\/v2\/categories?post=3688"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/emadridnet.uc3m.es\/en\/wp-json\/wp\/v2\/tags?post=3688"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}Video<\/h2>\n