Bayesian networks: A teacher's view

RG Almond, VJ Shute, JS Underwood… - International journal of …, 2009 - Elsevier
… is scored using a Bayesian network. For each student, the teacher has a Bayesian network
over a collection of proficiency variables which represents our best estimate of the student’s

Bayesian networks in educational assessment: The state of the field

MJ Culbertson - Applied Psychological Measurement, 2016 - journals.sagepub.com
Teachers are increasingly asked to cover more material in less time. Such instructional …
While teachers currently have some systems in place to gauge what their students know, they …

Evaluating Bayesian networks' precision for detecting students' learning styles

P García, A Amandi, S Schiaffino, M Campo - Computers & Education, 2007 - Elsevier
… In a Web-based education system the teaching styles are … students and between students
and teachers, that is chat rooms, … ’s teaching styles, we should discover each student’s learning …

Using Bayesian networks to improve knowledge assessment

…, L Descalço, G Castillo, P Oliveira, S Diogo - Computers & Education, 2013 - Elsevier
… The goal of this project is to invest in new information technologies for teaching and learning
as a way to enrich, enhance and boost education in Portugal. To this end, computer tools …

Dynamic Bayesian networks in educational measurement: Reviewing and advancing the state of the field

R Reichenberg - Applied Measurement in Education, 2018 - Taylor & Francis
… -based formative assessment scenarios where teachers need to make decisions on-the-fly
(… seemed unable to view the examinee’s performance from a holistic perspective. This, as the …

Student Modelling on Language Teaching Based on Bayesian Networks

S Şener, A Güneş - Gazi University Journal of Science Part C …, 2021 - dergipark.org.tr
… with Bayesian Network that utilizes probabilistic graphical models and Bayesian inference.
Since student modelling includes a certain amount of uncertainty, a Bayesian Network, which …

Bayesian networks for student model engineering

E Millán, T Loboda, JL Pérez-De-La-Cruz - Computers & Education, 2010 - Elsevier
Bayesian networks are graphical modeling tools that have … needed to understand Bayesian
networks and use them to design … In the next section, we will explain how Bayesian Networks

[图书][B] Bayesian networks in educational assessment

RG Almond, RJ Mislevy, LS Steinberg, D Yan… - 2015 - books.google.com
… This is too complex a topic to cover in great depth, but this section explores parameterizations
for Bayesian networks, looks at updating models from data and model criticism, and ends …

Student model construction of intelligent teaching system based on Bayesian network

L Wu - Personal and Ubiquitous Computing, 2020 - Springer
… Then, from the perspective of students’ ability teaching, combined with the students’ …
Finally, an intelligent teaching system student model was built based on Bayesian network. This …

Optimising ITS behaviour with Bayesian networks and decision theory

M Mayo, A Mitrovic - 2001 - researchcommons.waikato.ac.nz
… pronoun teachers could be punctuated to either teachers or teachers’. The latter is less
likely (unless there is specific contextual evidence that there is more than one teacher), but both …