Automatic concept extraction for domain and student modeling in adaptive textbooks
The increasing popularity of digital textbooks as a new learning media has resulted in a
growing interest in develo** a new generation of adaptive textbooks that can help readers …
growing interest in develo** a new generation of adaptive textbooks that can help readers …
[PDF][PDF] Recent advances in intelligent textbooks for better learning
B Jiang, M Gu, Y Du - Learning: Designing the Future, 2023 - library.oapen.org
Intelligent textbooks embed digital textbooks with intelligent tutoring technologies to provide
intelligent reading support to students. Intelligent textbooks not only provide interactions that …
intelligent reading support to students. Intelligent textbooks not only provide interactions that …
Domain modeling for AIED systems with connections to modeling student knowledge: A review
A central component of many AIED systems is a “domain model,” that is, a representation of
knowledge of the domain of instruction. The system uses the model in many ways to provide …
knowledge of the domain of instruction. The system uses the model in many ways to provide …
E-book user modelling through learning analytics: the case of learner engagement and reading styles
In this paper log data on e-book usage is used as part of a learning analytics approach to
generate user models which describe university students' characteristics in multiple …
generate user models which describe university students' characteristics in multiple …
Plastic gating network: Adapting to personal development and individual differences in knowledge tracing
Abstract Knowledge tracing (KT) refers to the issue of predicting learners' knowledge states
based on their learning history and is the core technology for computer-assisted adaptive …
based on their learning history and is the core technology for computer-assisted adaptive …
[PDF][PDF] Dynamic knowledge modeling with heterogeneous activities for adaptive textbooks
Adaptive online textbooks could be considered as one of the oldest technologies of
personalized Web-based learning [Hen+ 99; WB01; Kav04]. A gradual shift to electronic …
personalized Web-based learning [Hen+ 99; WB01; Kav04]. A gradual shift to electronic …
Semi-supervised techniques for mining learning outcomes and prerequisites
Educational content of today no longer only resides in textbooks and classrooms; more and
more learning material is found in a free, accessible form on the Internet. Our long-standing …
more learning material is found in a free, accessible form on the Internet. Our long-standing …
A scalable heterogeneous big data framework for e-learning systems
The adoption of e-learning systems in higher education is a remarkable phenomenon that
has redefined teaching and learning. Initially, it was proposed to allow people to learn for …
has redefined teaching and learning. Initially, it was proposed to allow people to learn for …
Knowledge annotation for intelligent textbooks
With the increased popularity of electronic textbooks, there is a growing interest in
develo** a new generation of “intelligent textbooks,” which have the ability to guide …
develo** a new generation of “intelligent textbooks,” which have the ability to guide …
Exploring student approaches to learning through sequence analysis of reading logs
In this paper, we aim to explore students' study approaches (eg, deep, strategic, surface)
from the logs collected by an electronic textbook (eBook) system. Data was collected from 89 …
from the logs collected by an electronic textbook (eBook) system. Data was collected from 89 …