Text-based question difficulty prediction: A systematic review of automatic approaches

S AlKhuzaey, F Grasso, TR Payne… - International Journal of …, 2023 - Springer
Designing and constructing pedagogical tests that contain items (ie questions) which
measure various types of skills for different levels of students equitably is a challenging task …

A systematic review of data-driven approaches to item difficulty prediction

S AlKhuzaey, F Grasso, TR Payne… - … Conference on Artificial …, 2021 - Springer
Assessment quality and validity is heavily reliant on the quality of items included in an
assessment or test. Difficulty is an essential factor that can determine items and tests' overall …

Assistance and feedback mechanism in an intelligent tutoring system for teaching conversion of natural language into logic

I Perikos, F Grivokostopoulou… - International Journal of …, 2017 - Springer
Logic as a knowledge representation and reasoning language is a fundamental topic of an
Artificial Intelligence (AI) course and includes a number of sub-topics. One of them, which …

Automatic estimation of exercises' difficulty levels in a tutoring system for teaching the conversion of natural language into first‐order logic

I Perikos, F Grivokostopoulou, K Kovas… - Expert …, 2016 - Wiley Online Library
The estimation of the difficulty level of exercises is a fundamental aspect of intelligent
tutoring systems, and it is necessary in order to achieve better adaptation to the students' …

Estimating the difficulty of exercises on search algorithms using a neuro-fuzzy approach

F Grivokostopoulou, I Perikos… - 2015 IEEE 27th …, 2015 - ieeexplore.ieee.org
The delivery of educational activities that are tailored and adapted to the student knowledge
level is a fundamental aspect of educational systems. In order to provide exercises and …

Difficulty estimation of exercises on tree-based search algorithms using neuro-fuzzy and neuro-symbolic approaches

F Grivokostopoulou, I Perikos… - Advances in Combining …, 2017 - Springer
A central topic in the educational process concerns the engagement and involvement of
students in educational activities that are tailored and adapted to their knowledge level. In …

Teaching assistance and automatic difficulty estimation in converting first order logic to clause form

F Grivokostopoulou, I Hatzilygeroudis… - Artificial Intelligence …, 2014 - Springer
In this paper, two tools for helping tutors in teaching the conversion of first order logic (FOL)
formulas into Clause Form (CF), in the context of an interactive web-based system, are …

Review of Question Difficulty Evaluation Approaches.

XU Jia, WEI Tingting, YU Ge… - Journal of Frontiers of …, 2022 - search.ebscohost.com
Difficulty of a question is not only the key information to ensure the rationality of a test paper
and the fairness of a test, but also acts as a critical parameter in intelligent tutoring system …

Difficulty level estimation of mathematics problems using machine learning

K Theephoowiang, E Chaowicharat - Proceedings of the 2022 4th …, 2022 - dl.acm.org
The aim of this research is to design an automatic system that can estimate the difficulty level
of mathematics problems in the way that is similar to human judgment. This system helps …

Assistant tools for teaching FOL to CF conversion

F Grivokostopoulou, I Perikos… - … and Innovations: 8th IFIP …, 2012 - Springer
The FOL to CF system is an interactive web-based system for learning to convert first order
logic (FOL) formulas into Clause Form (CF). FOL to CF conversion is a fundamental part of …