Towards practical detection of unproductive struggle

SE Fancsali, K Holstein, M Sandbothe, S Ritter… - Artificial Intelligence in …, 2020 - Springer
Extensive literature in artificial intelligence in education focuses on develo** automated
methods for detecting cases in which students struggle to master content while working with …

Formal methods in human-computer interaction and adaptive instructional systems

B Emond - International Conference on Human-Computer …, 2021 - Springer
Building reliable interactive systems has been identified as an important and difficult task
from the late '60s. One approach to augment the reliability of interactive systems is to use …

[PDF][PDF] Assessment to inform teaching and learning

SM Brookhart, CA DePascale - Educational measurement - osf.io
In recent years, at least from the advent of the standards movement in the 1980s (Porter,
1993), expectations have risen that all assessments—not just those designed to be used …

Domain model discovery from textbooks for computer programming intelligent tutors

R Banjade - he International FLAIRS Conference Proceedings, 34., 2021 - par.nsf.gov
We present a novel approach to intro-to-programming domain model discovery from
textbooks using an over-generation and ranking strategy. We first extract candidate key …

Towards using a physio-cognitive model in tutoring for psychomotor tasks.

JW Kim, C Dancy, RA Sottilare - 2018 - digitalcommons.bucknell.edu
We report our exploratory research of psychomotor task training in intelligent tutoring
systems (ITSs) that are generally limited to tutoring in the desktop learning environment …

Systems SWOT analysis

V Rus - … for Intelligent Tutoring Systems: Volume 10-Strengths …, 2023 - books.google.com
This chapter presents an overview of domain models and domain modeling techniques and
methods with a focus on their application in the area of adaptive instructional technologies …

Preliminary experiments with transformer based approaches to automatically inferring domain models from textbooks

R Banjade, P Oli, LJ Tamang, V Rus - Proceedings of the 15th …, 2022 - par.nsf.gov
Domain modeling is a central component in education technologies as it represents the
target domain students are supposed to train on and eventually master. Automatically …

Learning traces, measurement and assessment templates for AIS interoperability

B Emond - … Systems: Second International Conference, AIS 2020 …, 2020 - Springer
The current paper contains elements relevant for the conceptual modelling and
interoperability of measurements and assessments across adaptive instructional systems …

Consideration of a Bayesian hierarchical model for assessment and adaptive instructions

JW Kim, FE Ritter - … Systems: First International Conference, AIS 2019 …, 2019 - Springer
People appear to practice what they do know rather than what they do not know [1],
suggesting a necessity of an improved assessment of multi-level complex skill components …

Most of the time, it works every time: Limitations in refining domain models with learning curves

I Goldin, A Galyardt - Journal of …, 2018 - jedm.educationaldatamining.org
Data from student learning provide learning curves that, ideally, demonstrate improvement
in student performance over time. Existing data mining methods can leverage these data to …