Recovering concept prerequisite relations from university course dependencies
Prerequisite relations among concepts play an important role in many educational
applications such as intelligent tutoring system and curriculum planning. With the increasing …
applications such as intelligent tutoring system and curriculum planning. With the increasing …
Investigating active learning for concept prerequisite learning
Abstract Concept prerequisite learning focuses on machine learning methods for measuring
the prerequisite relation among concepts. With the importance of prerequisites for education …
the prerequisite relation among concepts. With the importance of prerequisites for education …
ConLearn: contextual-knowledge-aware concept prerequisite relation learning with graph neural network
Prerequisite relations among concepts are important for a wide range of educational
applications, such as intelligent tutoring and curriculum planning. However, concept …
applications, such as intelligent tutoring and curriculum planning. However, concept …
Prerequisite Relationships of the OntoMathEdu Educational Mathematical Ontology
We present the 2 nd release of the OntoMath Edu educational mathematical ontology. In this
new release, the logical relationships between concepts have been complemented with …
new release, the logical relationships between concepts have been complemented with …
A graph neural network model for concept prerequisite relation extraction
In recent years, with the emergence of online learning platforms and e-learning resources,
many documents are available for a particular topic. For a better learning experience, the …
many documents are available for a particular topic. For a better learning experience, the …
[PDF][PDF] OntoMathEdu Educational Mathematical Ontology: Prerequisites, Educational Levels and Educational Projections.
MV Falileeva, A Kirillovich, LR Shakirova, O Nevzorova… - SSI, 2020 - kpfu.ru
The work is dedicated to development of prerequisite relationships of the educational
mathematical ontology OntoMathEdu. The concept A is called a prerequisite for the concept …
mathematical ontology OntoMathEdu. The concept A is called a prerequisite for the concept …
[PDF][PDF] Modeling and Evaluation of the Mathematical Educational Ontology.
In this paper, we discuss the current stage of development of the educational mathematical
ontology OntoMathEdu, firstly presented by us at INTED 2019 and CICM 2019. This ontology …
ontology OntoMathEdu, firstly presented by us at INTED 2019 and CICM 2019. This ontology …
A constrained coupled matrix-tensor factorization for learning time-evolving and emerging topics
S Bahargam, EE Papalexakis - arXiv preprint arXiv:1807.00122, 2018 - arxiv.org
Topic discovery has witnessed a significant growth as a field of data mining at large. In
particular, time-evolving topic discovery, where the evolution of a topic is taken into account …
particular, time-evolving topic discovery, where the evolution of a topic is taken into account …
Contextual Embeddings and Graph Convolutional Networks for Concept Prerequisite Learning
JC Layoun, A Zouaq, M Desmarais - Proceedings of the 39th ACM …, 2024 - dl.acm.org
Concept prerequisite learning (CPL) plays a crucial role in education. The objective of CPL
is to predict prerequisite relations between different concepts. In this paper, we present a …
is to predict prerequisite relations between different concepts. In this paper, we present a …
Exploring the Effectiveness of Student Behavior in Prerequisite Relation Discovery for Concepts
What knowledge should a student grasp before beginning a new MOOC course? To answer
this question, it is essential to automatically discover prerequisite relations among course …
this question, it is essential to automatically discover prerequisite relations among course …