Intelligent techniques in e-learning: a literature review
Online learning has become increasingly important, having in mind the latest events,
imposed isolation measures and closed schools and campuses. Consequently, teachers …
imposed isolation measures and closed schools and campuses. Consequently, teachers …
Augmenting knowledge tracing by considering forgetting behavior
Computer-aided education systems are now seeking to provide each student with
personalized materials based on a student's individual knowledge. To provide suitable …
personalized materials based on a student's individual knowledge. To provide suitable …
[图书][B] Bayesian psychometric modeling
R Levy, RJ Mislevy - 2017 - taylorfrancis.com
A Single Cohesive Framework of Tools and Procedures for Psychometrics and Assessment
Bayesian Psychometric Modeling presents a unified Bayesian approach across traditionally …
Bayesian Psychometric Modeling presents a unified Bayesian approach across traditionally …
[图书][B] Plan, activity, and intent recognition: Theory and practice
Plan recognition, activity recognition, and intent recognition together combine and unify
techniques from user modeling, machine vision, intelligent user interfaces, human/computer …
techniques from user modeling, machine vision, intelligent user interfaces, human/computer …
Integrating learning, problem solving, and engagement in narrative-centered learning environments
A key promise of narrative-centered learning environments is the ability to make learning
engaging. However, there is concern that learning and engagement may be at odds in these …
engaging. However, there is concern that learning and engagement may be at odds in these …
Dynamic Bayesian networks in educational measurement: Reviewing and advancing the state of the field
R Reichenberg - Applied Measurement in Education, 2018 - Taylor & Francis
As the popularity of rich assessment scenarios increases so must the availability of
psychometric models capable of handling the resulting data. Dynamic Bayesian networks …
psychometric models capable of handling the resulting data. Dynamic Bayesian networks …
From log files to assessment metrics: Measuring students' science inquiry skills using educational data mining
JD Gobert, M Sao Pedro, J Raziuddin… - Journal of the Learning …, 2013 - Taylor & Francis
We present a method for assessing science inquiry performance, specifically for the inquiry
skill of designing and conducting experiments, using educational data mining on students' …
skill of designing and conducting experiments, using educational data mining on students' …
Adaptivity challenges in games and simulations: a survey
R Lopes, R Bidarra - … on Computational Intelligence and AI in …, 2011 - ieeexplore.ieee.org
In computer games and simulations, content is often rather static and rigid. As a result, its
prescripted nature can lead to predictable and impersonal gameplay, while alienating …
prescripted nature can lead to predictable and impersonal gameplay, while alienating …
Leveraging educational data mining for real-time performance assessment of scientific inquiry skills within microworlds.
We present" Science Assistments," an interactive environment, which assesses students'
inquiry skills as they engage in inquiry using science microworlds. We frame our variables …
inquiry skills as they engage in inquiry using science microworlds. We frame our variables …
Using multi-channel data with multi-level modeling to assess in-game performance during gameplay with Crystal Island
Game-based learning environments (GBLEs) have been touted as the solution for failing
educational outcomes. In this study, we address some of these major issues by using multi …
educational outcomes. In this study, we address some of these major issues by using multi …