When a machine detects student reasoning: a review of machine learning-based formative assessment of mechanistic reasoning
PP Martin, N Graulich - Chemistry Education Research and Practice, 2023 - pubs.rsc.org
In chemistry, reasoning about the underlying mechanisms of observed phenomena lies at
the core of scientific practices. The process of uncovering, analyzing, and interpreting …
the core of scientific practices. The process of uncovering, analyzing, and interpreting …
Exploring new depths: Applying machine learning for the analysis of student argumentation in chemistry
Constructing arguments is essential in science subjects like chemistry. For example,
students in organic chemistry should learn to argue about the plausibility of competing …
students in organic chemistry should learn to argue about the plausibility of competing …
I see you: teacher analytics with GPT-4 vision-powered observational assessment
This preliminary study explores how GPT-4 Vision (GPT-4V) technology can be integrated
into teacher analytics through observational assessment, aiming to improve reflective …
into teacher analytics through observational assessment, aiming to improve reflective …
I don't have time! But keep me in the loop: Co‐designing requirements for a learning analytics cockpit with teachers
Background Teacher dashboards can help secondary school teachers manage online
learning activities and inform instructional decisions by visualising information about class …
learning activities and inform instructional decisions by visualising information about class …
Following the impact chain of the LA cockpit: an intervention study investigating a teacher dashboard's effect on student learning
This paper presents a teacher dashboard intervention study in secondary school practice
involving teachers (n= 16) with their classes (n= 22) and students (n= 403). A quasi …
involving teachers (n= 16) with their classes (n= 22) and students (n= 403). A quasi …
Effectiveness of digital resources for cloned Linear Algebra courses at the undergraduate level
The changes forced by the COVID-19 pandemic, have made educational institutions adopt
new practices in the use of VLEs platforms and, one of these is to homogenize virtual …
new practices in the use of VLEs platforms and, one of these is to homogenize virtual …
Revealing Rubric Relations: Investigating the Interdependence of a Research-Informed and a Machine Learning-Based Rubric in Assessing Student Reasoning in …
Valid rubrics facilitate assessing the level of complexity in students' open-ended responses.
To design a valid rubric, it is essential to thoroughly define the types of responses that …
To design a valid rubric, it is essential to thoroughly define the types of responses that …
AI Competencies for non-computer science students in undergraduate education: Towards a competency framework
Artificial Intelligence (AI) has been increasingly applied in various societal areas such as
medicine, education, and science. For example, through the generation of more accurate …
medicine, education, and science. For example, through the generation of more accurate …
Conceptualising a data analytics framework to support targeted teacher professional development
This paper proposes a conceptual framework enabling the development and adoption of
descriptive, diagnostic, predictive and recommendatory data analytics in teacher …
descriptive, diagnostic, predictive and recommendatory data analytics in teacher …
Ten Essential Pillars in Artificial Intelligence for University Science Education: A Sco** Review
Although Artificial Intelligence (AI) is notable in education, the studies on its specific
application in university science education are still incipient. At the same time, the research …
application in university science education are still incipient. At the same time, the research …