TY - JOUR
T1 - Defining the Boundaries Between Artificial Intelligence in Education, Computer-supported Collaborative Learning, Educational Data Mining, and Learning Analytics
T2 - A Need for Coherence
AU - Rienties, Bart
AU - Køhler Simonsen, Henrik
AU - Herodotou, Christothea
PY - 2020/7/17
Y1 - 2020/7/17
N2 - This review aims to provide a concise overview of four distinct research fields: Artificial Intelligence and EDucation (AIED), Computer-Supported Collaborative Learning (CSCL), Educational Data Mining (EDM), and Learning Analytics (LA). While all four fields are focused on understanding learning and teaching using technology, each field has a relatively unique or common perspective on which theoretical frameworks, methods, and ontologies might be appropriate. In this review we argue that researchers should be encouraged to cross the boundaries of their respective field and work together to address the complex challenges in education.
AB - This review aims to provide a concise overview of four distinct research fields: Artificial Intelligence and EDucation (AIED), Computer-Supported Collaborative Learning (CSCL), Educational Data Mining (EDM), and Learning Analytics (LA). While all four fields are focused on understanding learning and teaching using technology, each field has a relatively unique or common perspective on which theoretical frameworks, methods, and ontologies might be appropriate. In this review we argue that researchers should be encouraged to cross the boundaries of their respective field and work together to address the complex challenges in education.
KW - Artificial intelligence in education
KW - Computer-supported collaborative learning
KW - Educational datamining
KW - Learning analytics
KW - Review
KW - Artificial intelligence in education
KW - Computer-supported collaborative learning
KW - Educational datamining
KW - Learning analytics
KW - Review
U2 - 10.3389/feduc.2020.00128
DO - 10.3389/feduc.2020.00128
M3 - Review article
SN - 2504-284X
VL - 5
JO - Frontiers in Education
JF - Frontiers in Education
IS - July
M1 - 128
ER -