Journal article Open Access

Challenges for the Future of Educational Data Mining: The Baker Learning Analytics Prizes

Baker, Ryan S.


MARC21 XML Export

<?xml version='1.0' encoding='UTF-8'?>
<record xmlns="http://www.loc.gov/MARC21/slim">
  <leader>00000nam##2200000uu#4500</leader>
  <datafield tag="041" ind1=" " ind2=" ">
    <subfield code="a">eng</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">Baker Learning Analytics Prizes</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">BLAP</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">learning analytics</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">educational data mining</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">model generalizability</subfield>
  </datafield>
  <controlfield tag="005">20200120174353.0</controlfield>
  <datafield tag="500" ind1=" " ind2=" ">
    <subfield code="a">The file is in PDF format. If your computer does not recognize it, simply download the file and then open it with your browser.</subfield>
  </datafield>
  <controlfield tag="001">3554746</controlfield>
  <datafield tag="856" ind1="4" ind2=" ">
    <subfield code="s">217171</subfield>
    <subfield code="z">md5:6bfec4f6da7511886df1aa6777213f37</subfield>
    <subfield code="u">https://zenodo.org/record/3554746/files/-9121895</subfield>
  </datafield>
  <datafield tag="542" ind1=" " ind2=" ">
    <subfield code="l">open</subfield>
  </datafield>
  <datafield tag="260" ind1=" " ind2=" ">
    <subfield code="c">2019-06-16</subfield>
  </datafield>
  <datafield tag="909" ind1="C" ind2="O">
    <subfield code="p">openaire</subfield>
    <subfield code="o">oai:zenodo.org:3554746</subfield>
  </datafield>
  <datafield tag="909" ind1="C" ind2="4">
    <subfield code="c">1-17</subfield>
    <subfield code="n">1</subfield>
    <subfield code="p">Journal of Educational Data Mining</subfield>
    <subfield code="v">11</subfield>
  </datafield>
  <datafield tag="100" ind1=" " ind2=" ">
    <subfield code="u">University of Pennsylvania</subfield>
    <subfield code="a">Baker, Ryan S.</subfield>
  </datafield>
  <datafield tag="245" ind1=" " ind2=" ">
    <subfield code="a">Challenges for the Future of Educational Data Mining: The Baker Learning Analytics Prizes</subfield>
  </datafield>
  <datafield tag="540" ind1=" " ind2=" ">
    <subfield code="u">https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode</subfield>
    <subfield code="a">Creative Commons Attribution Non Commercial No Derivatives 4.0 International</subfield>
  </datafield>
  <datafield tag="650" ind1="1" ind2="7">
    <subfield code="a">cc-by</subfield>
    <subfield code="2">opendefinition.org</subfield>
  </datafield>
  <datafield tag="520" ind1=" " ind2=" ">
    <subfield code="a">Learning analytics and educational data mining have come a long way in a short time. In this article, a lightlyedited transcript of a keynote talk at the Learning Analytics and Knowledge Conference in 2019, I present a vision for some directions I believe the field should go: towards greater interpretability, generalizability, transferability, applicability, and with clearer evidence for effectiveness. I pose these potential directions as a set of six contests, with concrete criteria for what would represent successful progress in each of these areas: the Baker Learning Analytics Prizes (BLAP). Solving these challenges will bring the field closer to achieving its full potential of using data to benefit learners and transform education for the better.</subfield>
  </datafield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">url</subfield>
    <subfield code="i">isCitedBy</subfield>
    <subfield code="a">https://jedm.educationaldatamining.org/index.php/JEDM/article/view/432</subfield>
  </datafield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">doi</subfield>
    <subfield code="i">isVersionOf</subfield>
    <subfield code="a">10.5281/zenodo.3554745</subfield>
  </datafield>
  <datafield tag="024" ind1=" " ind2=" ">
    <subfield code="a">10.5281/zenodo.3554746</subfield>
    <subfield code="2">doi</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">publication</subfield>
    <subfield code="b">article</subfield>
  </datafield>
</record>
266
42
views
downloads
All versions This version
Views 266266
Downloads 4242
Data volume 9.1 MB9.1 MB
Unique views 247247
Unique downloads 4141

Share

Cite as