Extracting prerequisite relations among concepts from the course descriptions

K Xiao, 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 …

A BERT‐Based Approach for Extracting Prerequisite Relations among Wikipedia Concepts

Y Bai, Y Zhang, K Xiao, Y Lou… - Mathematical Problems in …, 2021 - Wiley Online Library
Concept prerequisite relation prediction is a common task in the field of knowledge
discovery. Concept prerequisite relations can be used to rank learning resources and help …

Extracting Precedence Relations between Video Lectures in MOOCs

K Xiao, Y Bai, Y Zhang - … of the 2022 International Conference on …, 2022 - dl.acm.org
Nowadays, the high dropout rate has become a widespread phenomenon in various MOOC
platforms. When learning a MOOC, many learners are reluctant to spend time learning from …

Combining Wikipedia to identify prerequisite relations of concepts in MOOCS

H Wen, X Zhu, M Zhang, C Zhang, C Yin - Neural Information Processing …, 2021 - Springer
Many applications like the personalization recommendation system of online learning are
based on prerequisite relations of concepts, which prompted us to automatically infer the …

Financial FAQ Question-Answering System Based on Question Semantic Similarity

W Hong, J Li, S Li - … Conference on Knowledge Science, Engineering and …, 2024 - Springer
In the current wave of digital transformation, Frequently Asked Questions (FAQ) answering
systems have become a crucial technology to replace traditional manual customer service …

Collaborative Structure Learning Framework from Wikipedia Based on Heterogeneous Graph Attention Network

K Xiao, W Dai, Y Li, H Li - Proceedings of the 2023 4th Asia Service …, 2023 - dl.acm.org
The development of internet technology has brought great opportunities to online education.
The vast learning resources and complex relationships between these concepts on the …

Identifying prerequisite relations between concepts in wikipedia

K Xiao, Y Fu, Y Deng, L Xia - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Today, the Internet is flooded with a lot of learning resources, which are provided by different
people. Because the relationship between these learning resources is unclear, it is difficult …

Augmenting Interactive Information Seeking with System-Level Assistance

R Burton - 2024 - deepblue.lib.umich.edu
Within the past two decades there has been an increased amount of interest in human-
centered information retrieval research beyond the traditional system-focused view …