Educational data mining: A survey and a data mining-based analysis of recent works

A Peña-Ayala - Expert systems with applications, 2014 - Elsevier
This review pursues a twofold goal, the first is to preserve and enhance the chronicles of
recent educational data mining (EDM) advances development; the second is to organize …

Formal concept analysis in knowledge processing: A survey on applications

J Poelmans, DI Ignatov, SO Kuznetsov… - Expert systems with …, 2013 - Elsevier
This is the second part of a large survey paper in which we analyze recent literature on
Formal Concept Analysis (FCA) and some closely related disciplines using FCA. We …

Introduction to formal concept analysis and its applications in information retrieval and related fields

DI Ignatov - Information Retrieval: 8th Russian Summer School …, 2015 - Springer
This paper is a tutorial on Formal Concept Analysis (FCA) and its applications. FCA is an
applied branch of Lattice Theory, a mathematical discipline which enables formalisation of …

[PDF][PDF] Анализ формальных понятий: от теории к практике

ДИ Игнатов, РЭ Яворский - Доклады всероссийской научной …, 2012 - publications.hse.ru
Анализ формальных понятий: от теории к практике Page 1 Игнатов ДИ, Яворский РЭ(ред.):
Анализ Изображений Сетей и Текстов, Екатеринбург, 16-18 марта, 2012 © Открытые …

[PDF][PDF] Modification of Good Tests in Dynamic Contexts: Application to Modeling Intellectual Development of Cadets.

XA Naidenova, V Parkhomenko, K Shvetsov… - SCAKD@ CLA, 2016 - ceur-ws.org
An approach to incremental learning of Good Maximally Redundant Diagnostic Tests
(GMRTs) is considered. GMRT is a special formal concept in Formal Concept Analysis …

Using formal concept analysis for student assessment

F Škopljanac-Mačina, B Blašković… - Proceedings ELMAR …, 2014 - ieeexplore.ieee.org
We describe our web-based system for the analysis of students' results on the course
Fundamentals of Electrical Engineering by applying the method of Formal Concept Analysis …

Educational Data Mining for Prediction of Academically Risky Students Depending on Their Temperament

MM Korenkova, EV Shadrina… - Recent Trends in Analysis …, 2021 - Springer
The article discusses the influence of temperament on the academic performance of the first-
year students at HSE-Nizhny Novgorod on the example of the Faculty of Informatics …

[PDF][PDF] Toward Factor Analysis of Educational Data.

E Bartl, R Belohlavek, A Scharaschkin - CLA, 2018 - cla2018.inf.upol.cz
Factor analysis of Boolean and ordinal data became a significant research direction in data
analysis. In this paper we present a case study involving a recently developed method of …

LearnFCA: A Fuzzy FCA and Probability Based Approach for Learning and Classification

SK Samal - 2022 - digitalcommons.unl.edu
Formal concept analysis (FCA) is a mathematical theory based on lattice and order theory
used for data analysis and knowledge representation. Over the past several years, many of …