The state of educational data mining in 2009: A review and future visions
We review the history and current trends in the field of Educational Data Mining (EDM). We
consider the methodological profile of research in the early years of EDM, compared to in …
consider the methodological profile of research in the early years of EDM, compared to in …
Collaboration scripts–a conceptual analysis
This article presents a conceptual analysis of collaboration scripts used in face-to-face and
computer-mediated collaborative learning. Collaboration scripts are scaffolds that aim to …
computer-mediated collaborative learning. Collaboration scripts are scaffolds that aim to …
[BUCH][B] The evolution of research on computer-supported collaborative learning: From design to orchestration
This chapter summarizes two decades of research on computer-supported collaborative
learning (CSCL). We first review the key idea that has emerged, namely the fact that …
learning (CSCL). We first review the key idea that has emerged, namely the fact that …
Background The shortage of skilled workers choosing STEM (Science, Technology,
Engineering, and Math) careers in the USA and worldwide has fueled a movement towards …
Engineering, and Math) careers in the USA and worldwide has fueled a movement towards …
A rating scheme for assessing the quality of computer-supported collaboration processes
The analysis of the process of collaboration is a central topic in current CSCL research.
However, defining process characteristics relevant for collaboration quality and develo** …
However, defining process characteristics relevant for collaboration quality and develo** …
Analyzing collaborative learning processes automatically: Exploiting the advances of computational linguistics in computer-supported collaborative learning
In this article we describe the emerging area of text classification research focused on the
problem of collaborative learning process analysis both from a broad perspective and more …
problem of collaborative learning process analysis both from a broad perspective and more …
Automated analysis of reflection in writing: Validating machine learning approaches
TD Ullmann - International Journal of Artificial Intelligence in …, 2019 - Springer
Reflective writing is an important educational practice to train reflective thinking. Currently,
researchers must manually analyze these writings, limiting practice and research because …
researchers must manually analyze these writings, limiting practice and research because …
Facilitating argumentative knowledge construction with computer-supported collaboration scripts
Online discussions provide opportunities for learners to engage in argumentative debate,
but learners rarely formulate well-grounded arguments or benefit individually from …
but learners rarely formulate well-grounded arguments or benefit individually from …