{"id":526,"date":"2024-06-12T17:24:40","date_gmt":"2024-06-12T17:24:40","guid":{"rendered":"https:\/\/lab.prd.vanderbilt.edu\/live\/?p=526"},"modified":"2024-07-29T14:46:26","modified_gmt":"2024-07-29T14:46:26","slug":"math-misconceptions-data-science-competition","status":"publish","type":"post","link":"https:\/\/lab.vanderbilt.edu\/live\/2024\/06\/12\/math-misconceptions-data-science-competition\/","title":{"rendered":"Math Misconceptions Data Science Competition"},"content":{"rendered":"<div class=\"Qr7Oae\" role=\"listitem\">\n<div class=\"OxAavc NVbRL\">\n<div class=\"Ih4Dzb\">\n<div class=\"q4tvle JqSWld yqQS1\" role=\"textbox\">\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-943 alignleft\" src=\"https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/211\/2024\/06\/OIG4-e1721074590915.jpeg\" alt=\"\" width=\"221\" height=\"221\" srcset=\"https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/211\/2024\/06\/OIG4-e1721074590915-150x150.jpeg 150w, https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/211\/2024\/06\/OIG4-e1721074590915-300x300.jpeg 300w\" sizes=\"auto, (max-width: 221px) 100vw, 221px\" \/>We are developing annotation schemes to detect potential misconceptions that underlie students\u2019 errors in their math responses and annotating large datasets of students&#8217; math responses. A data science challenge will then invite teams to develop algorithms that automatically detect misconceptions in the responses. These algorithms could then be used in digital learning platforms. Collaborate with the project by entering<span style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen-Sans, Ubuntu, Cantarell, 'Helvetica Neue', sans-serif\">\u00a0the data science challenge! Learn more here:\u00a0<\/span><a style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen-Sans, Ubuntu, Cantarell, 'Helvetica Neue', sans-serif\" href=\"https:\/\/news.vanderbilt.edu\/2023\/10\/19\/peabody-researchers-receive-funding-to-launch-data-science-challenges-to-improve-education\/\" target=\"_blank\" rel=\"noopener\">https:\/\/news.vanderbilt.edu\/2023\/10\/19\/peabody-researchers-receive-funding-to-launch-data-science-challenges-to-improve-education\/<\/a><\/p>\n<\/div>\n<h2>How to Get Involved:<\/h2>\n<div class=\"Qr7Oae\" role=\"listitem\">\n<div class=\"OxAavc NVbRL\">\n<div class=\"Ih4Dzb\">\n<div class=\"q4tvle JqSWld yqQS1\" role=\"textbox\">Enter the Math Misconceptions data science challenge!<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"Qr7Oae\" role=\"listitem\">\n<h2>Math Misconceptions PI<\/h2><div class=\"row\"><div class=\"col-xs-6 col-sm-4 col-md-3 people-swatch\"><div class=\"people-photo\"><a href=\"https:\/\/lab.vanderbilt.edu\/live\/person\/bethany-rittle-johnson\/\"><img decoding=\"async\" src=\"https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/211\/2025\/11\/Screenshot-2025-11-03-at-11.37.52%E2%80%AFAM-142x190.png\" alt=\"image_thumb\" \/><\/a><\/div><div class=\"people-stats\"><strong class=\"people-name\"><a href=\"https:\/\/lab.vanderbilt.edu\/live\/person\/bethany-rittle-johnson\/\">Bethany   Rittle-Johnson<\/a><\/strong><div class=\"people-title people-title-grid\">Professor, Psychology &amp; Human Development<br \/><\/div><div class=\"people-email\"><a href=\"mailto:bethany.rittle-johnson@vanderbilt.edu\"><i class=\"fa fa-envelope\" aria-hidden=\"true\"><\/i> <\/a><\/div><\/div><\/div><\/div>\n<h2>Math Misconceptions Personnel<\/h2><div class=\"row\"><div class=\"col-xs-6 col-sm-4 col-md-3 people-swatch\"><div class=\"people-photo\"><a href=\"https:\/\/lab.vanderbilt.edu\/live\/person\/rebecca-alder\/\"><img decoding=\"async\" src=\"https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/211\/2024\/07\/Adler_adjP1044304-scaled-e1721074087768-142x190.jpg\" alt=\"image_thumb\" \/><\/a><\/div><div class=\"people-stats\"><strong class=\"people-name\"><a href=\"https:\/\/lab.vanderbilt.edu\/live\/person\/rebecca-alder\/\">Rebecca  Adler<\/a><\/strong><div class=\"people-title people-title-grid\">PhD Student, Psychological Sciences<br \/><\/div><div class=\"people-email\"><a href=\"mailto:Rebecca.Adler@vanderbilt.edu\"><i class=\"fa fa-envelope\" aria-hidden=\"true\"><\/i> <\/a><\/div><\/div><\/div><div class=\"col-xs-6 col-sm-4 col-md-3 people-swatch\"><div class=\"people-photo\"><a href=\"https:\/\/lab.vanderbilt.edu\/live\/person\/scott-crossley\/\"><img decoding=\"async\" src=\"https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/211\/2024\/03\/Screenshot-2024-03-21-at-12.59.28-PM-142x190.png\" alt=\"image_thumb\" \/><\/a><\/div><div class=\"people-stats\"><strong class=\"people-name\"><a href=\"https:\/\/lab.vanderbilt.edu\/live\/person\/scott-crossley\/\">Scott  Crossley <\/a><\/strong><div class=\"people-title people-title-grid\">Professor, Special Education<br \/><\/div><div class=\"people-email\"><a href=\"mailto:scott.crossley@vanderbilt.edu\"><i class=\"fa fa-envelope\" aria-hidden=\"true\"><\/i> <\/a><\/div><\/div><\/div><div class=\"col-xs-6 col-sm-4 col-md-3 people-swatch\"><div class=\"people-photo\"><a href=\"https:\/\/lab.vanderbilt.edu\/live\/person\/kelley-durkin\/\"><img decoding=\"async\" src=\"https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/211\/2024\/07\/people-205-KelleyDurkin-20221205131149-e1720543873771-142x190.jpg\" alt=\"image_thumb\" \/><\/a><\/div><div class=\"people-stats\"><strong class=\"people-name\"><a href=\"https:\/\/lab.vanderbilt.edu\/live\/person\/kelley-durkin\/\">Kelley  Durkin<\/a><\/strong><div class=\"people-title people-title-grid\">Research Assistant Professor, Teaching and Learning<br \/><\/div><div class=\"people-email\"><a href=\"mailto:Kelley.durkin@vanderbilt.edu\"><i class=\"fa fa-envelope\" aria-hidden=\"true\"><\/i> <\/a><\/div><\/div><\/div><\/div>\n<div class=\"Qr7Oae\" role=\"listitem\">\n<div class=\"OxAavc NVbRL\">\n<div class=\"Ih4Dzb\">\n<div role=\"textbox\">\n<div class=\"Qr7Oae\" role=\"listitem\">\n<div class=\"OxAavc NVbRL\">\n<div role=\"textbox\">\n<h2 role=\"textbox\">Core Publications<\/h2>\n<div class=\"Qr7Oae\" role=\"listitem\">\n<div class=\"OxAavc NVbRL\">\n<div class=\"Ih4Dzb\">\n<div class=\"q4tvle JqSWld yqQS1\" role=\"textbox\">Durkin, K. &amp; Rittle-Johnson, B. (2014).<span style=\"color: #008080\"><a style=\"color: #008080\" href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0959475214000644\" target=\"_blank\" rel=\"noopener\">Diagnosing misconceptions: Revealing changing decimal fraction knowledge<\/a>.<\/span> Learning and Instruction.<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"Qr7Oae\" role=\"listitem\">\n<div class=\"OxAavc NVbRL\">\n<div class=\"pYfr3c\">\n<div class=\"prOLdf\">\n<div class=\"cTDvob D1wxyf RjsPE\" role=\"heading\">\n<h2 role=\"textbox\">Funding Sources<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-931 alignleft\" src=\"https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/211\/2024\/06\/979de58c-027b-453d-8a56-ba9e119e5613-1569064075413-300x132.png\" alt=\"\" width=\"241\" height=\"106\" srcset=\"https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/211\/2024\/06\/979de58c-027b-453d-8a56-ba9e119e5613-1569064075413-300x132.png 300w, https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/211\/2024\/06\/979de58c-027b-453d-8a56-ba9e119e5613-1569064075413-768x338.png 768w, https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/211\/2024\/06\/979de58c-027b-453d-8a56-ba9e119e5613-1569064075413-1024x451.png 1024w, https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/211\/2024\/06\/979de58c-027b-453d-8a56-ba9e119e5613-1569064075413.png 1366w\" sizes=\"auto, (max-width: 241px) 100vw, 241px\" \/><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-936 alignleft\" src=\"https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/211\/2024\/06\/BillMelindaGatesFoundation.svg_-e1721073730421-300x141.png\" alt=\"\" width=\"243\" height=\"114\" srcset=\"https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/211\/2024\/06\/BillMelindaGatesFoundation.svg_-e1721073730421-300x141.png 300w, https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/211\/2024\/06\/BillMelindaGatesFoundation.svg_-e1721073730421.png 683w\" sizes=\"auto, (max-width: 243px) 100vw, 243px\" \/><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>We are developing annotation schemes to detect potential misconceptions that underlie students\u2019 errors in their math responses and annotating large datasets of students&#8217; math responses. A data science challenge will then invite teams to develop algorithms that automatically detect misconceptions in the responses. These algorithms could then be used in digital learning platforms. Collaborate with&#8230;<\/p>\n","protected":false},"author":492,"featured_media":943,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_links_to":"","_links_to_target":""},"categories":[1],"tags":[7,91],"class_list":["post-526","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-project","tag-stemeducation"],"acf":[],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/211\/2024\/06\/OIG4-e1721074590915.jpeg","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/pfnfAe-8u","_links":{"self":[{"href":"https:\/\/lab.vanderbilt.edu\/live\/wp-json\/wp\/v2\/posts\/526","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lab.vanderbilt.edu\/live\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lab.vanderbilt.edu\/live\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lab.vanderbilt.edu\/live\/wp-json\/wp\/v2\/users\/492"}],"replies":[{"embeddable":true,"href":"https:\/\/lab.vanderbilt.edu\/live\/wp-json\/wp\/v2\/comments?post=526"}],"version-history":[{"count":9,"href":"https:\/\/lab.vanderbilt.edu\/live\/wp-json\/wp\/v2\/posts\/526\/revisions"}],"predecessor-version":[{"id":949,"href":"https:\/\/lab.vanderbilt.edu\/live\/wp-json\/wp\/v2\/posts\/526\/revisions\/949"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/lab.vanderbilt.edu\/live\/wp-json\/wp\/v2\/media\/943"}],"wp:attachment":[{"href":"https:\/\/lab.vanderbilt.edu\/live\/wp-json\/wp\/v2\/media?parent=526"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lab.vanderbilt.edu\/live\/wp-json\/wp\/v2\/categories?post=526"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lab.vanderbilt.edu\/live\/wp-json\/wp\/v2\/tags?post=526"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}