Text mining in education

R Ferreira‐Mello, M André, A Pinheiro… - … : Data Mining and …, 2019 - Wiley Online Library
The explosive growth of online education environments is generating a massive volume of
data, specially in text format from forums, chats, social networks, assessments, essays …

[PDF][PDF] Linguistic considerations in automatic question generation

K Mazidi, R Nielsen - Proceedings of the 52nd Annual Meeting of …, 2014 - aclanthology.org
As students read expository text, comprehension is improved by pausing to answer
questions that reinforce the material. We describe an automatic question generator that uses …

Generation of multiple-choice questions from textbook contents of school-level subjects

DR Ch, SK Saha - IEEE Transactions on Learning …, 2022 - ieeexplore.ieee.org
Multiple-choice question (MCQ) plays a significant role in educational assessment.
Automatic MCQ generation has been an active research area for years, and many systems …

A semantic role-based approach to open-domain automatic question generation

M Flor, B Riordan - Proceedings of the thirteenth workshop on …, 2018 - aclanthology.org
We present a novel rule-based system for automatic generation of factual questions from
sentences, using semantic role labeling (SRL) as the main form of text analysis. The system …

Remember the facts? investigating answer-aware neural question generation for text comprehension

T Steuer, A Filighera, C Rensing - … , AIED 2020, Ifrane, Morocco, July 6–10 …, 2020 - Springer
Reading is a crucial skill in the 21st century. Thus, scaffolding text comprehension by
automatically generated questions may greatly profit learners. Yet, the state-of-the-art …

How Teachers Can Use Large Language Models and Bloom's Taxonomy to Create Educational Quizzes

S Elkins, E Kochmar, JCK Cheung, I Serban - arXiv preprint arXiv …, 2024 - arxiv.org
Question generation (QG) is a natural language processing task with an abundance of
potential benefits and use cases in the educational domain. In order for this potential to be …

Content-dependent question generation using LOD for history learning in open learning space

C Jouault, K Seta, Y Hayashi - New Generation Computing, 2016 - Springer
The objective of this research is to use current linked open data (LOD) to generate questions
automatically to support history learning. This paper tries to clarify the potential of LOD as a …

On the linguistic and pedagogical quality of automatic question generation via neural machine translation

T Steuer, L Bongard, J Uhlig, G Zimmer - … Learning for a Free, Safe, and …, 2021 - Springer
Allowing learners to self-assess their knowledge through questions is a well-established
method to improve learning. However, many educational texts lack a sufficient amount of …

Automatic question generation: From NLU to NLG

K Mazidi, P Tarau - … Tutoring Systems: 13th International Conference, ITS …, 2016 - Springer
Questioning has been shown to improve learning outcomes, and automatic question
generation can greatly facilitate the inclusion of questions in learning technologies such as …

[PDF][PDF] 基于答案及其上下文信息的问题生成模型

谭红叶, 孙秀琴, 闫真 - 中文信息学报, 2020 - cips-cl.org
Text-based question generation generates related questions from a given sentence or
paragraph. In recent years, sequence-to-sequence neural network model has been used to …