Using prerequisites to extract concept maps fromtextbooks
We present a framework for constructing a specific type of knowledge graph, a concept map
from textbooks. Using Wikipedia, we derive prerequisite relations among these concepts. A …
from textbooks. Using Wikipedia, we derive prerequisite relations among these concepts. A …
Conceptguide: Supporting online video learning with concept map-based recommendation of learning path
People increasingly use online video platforms, eg, YouTube, to locate educational videos
to acquire knowledge or skills to meet personal learning needs. However, most of existing …
to acquire knowledge or skills to meet personal learning needs. However, most of existing …
Cognitive learning analytics using assessment data and concept map: A framework-based approach for sustainability of programming courses
Students of initial level programming courses generally face difficulties while learning the
programming concepts. The learning analytics studies, in these courses, are mostly …
programming concepts. The learning analytics studies, in these courses, are mostly …
Concept extraction and prerequisite relation learning from educational data
W Lu, Y Zhou, J Yu, C Jia - Proceedings of the AAAI Conference on …, 2019 - ojs.aaai.org
Concept Extraction and Prerequisite Relation Learning from Educational Data Page 1 The Ninth
AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-19) Concept …
AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-19) Concept …
Heterogeneous graph neural networks for concept prerequisite relation learning in educational data
Prerequisite relations among concepts are crucial for educational applications, such as
curriculum planning and intelligent tutoring. In this paper, we propose a novel concept …
curriculum planning and intelligent tutoring. In this paper, we propose a novel concept …
[PDF][PDF] Prelearn@ evalita 2020: Overview of the prerequisite relation learning task for italian
Abstract The Prerequisite Relation Learning (PRELEARN) task is the EVALITA 2020 shared
task on concept prerequisite learning, which consists of classifying prerequisite relations …
task on concept prerequisite learning, which consists of classifying prerequisite relations …
Extracting prerequisite relations among concepts in wikipedia
Y Zhou, K **ao - 2019 International Joint Conference on Neural …, 2019 - ieeexplore.ieee.org
Extracting prerequisite relations among concepts is helpful for users to find out the
background knowledge and determine reading order in a corpus. We investigate the …
background knowledge and determine reading order in a corpus. We investigate the …
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 …
Extracting prerequisite relations among concepts from the course descriptions
K **ao, Y Bai, Z Wang - International Journal of Software …, 2022 - World Scientific
Nowadays, online learning is becoming more and more popular. Various online learning
platforms provide a huge amount of learning resources for learners around the world. When …
platforms provide a huge amount of learning resources for learners around the world. When …
Linguistically-driven strategy for concept prerequisites learning on italian
We present a new concept prerequisite learning method for Learning Object (LO) ordering
that exploits only linguistic features extracted from textual educational resources. The …
that exploits only linguistic features extracted from textual educational resources. The …