Search Results - "Drlik, Martin"

Towards Predicting Student’s Dropout in University Courses Using Different Machine Learning Techniques by Kabathova, Janka, Drlik, Martin

“…Early and precisely predicting the students’ dropout based on available educational data belongs to the widespread research topic of the learning analytics…”
Get full text

Enhancing the Early Student Dropout Prediction Model Through Clustering Analysis of Students' Digital Traces by Pecuchova, Janka, Drlik, Martin

“…Educational Data Mining and learning analytics have gained significant prominence in recent years, garnering attention from researchers worldwide. This is…”
Get full text

Identification of Students with Similar Performances in Micro-Learning Programming Courses with Automatically Evaluated Student Assignments by Popovych, Valerii, Drlik, Martin

“…The identification of heterogeneous and homogeneous groups of students using clustering analysis in learning analytics is still rare. The paper describes a…”
Get full text

Automated Assessment and Microlearning Units as Predictors of At-Risk Students and Students’ Outcomes in the Introductory Programming Courses by Skalka, Jan, Drlik, Martin

“…The number of students who decided to study information technology related study programs is continually increasing. Introductory programming courses represent…”
Get full text

Understanding Time-Based Trends in Stakeholders' Choice of Learning Activity Type Using Predictive Models by Drlik, Martin, Munk, Michal

“…The learning analytics communities, as well as most learning analytics research, have not frequently focused on time-based trends in the same virtual learning…”
Get full text

Using of n-grams from morphological tags for fake news classification by Kapusta, Jozef, Drlik, Martin, Munk, Michal

“…Research of the techniques for effective fake news detection has become very needed and attractive. These techniques have a background in many research…”
Get full text

Identification of Changes in VLE Stakeholders' Behavior Over Time Using Frequent Patterns Mining by Drlik, Martin, Munk, Michal, Skalka, Jan

“…Many contemporary studies realized in the Learning Analytics research field provide substantial insights into the virtual learning environment stakeholders'…”
Get full text

Quantitative and Qualitative Evaluation of Sequence Patterns Found by Application of Different Educational Data Preprocessing Techniques by Munk, Michal, Drlik, Martin, Benko, L'ubomir, Reichel, Jaroslav

“…Educational data preprocessing from log files represents a time-consuming phase of the knowledge discovery process. It consists of data cleaning, user…”
Get full text

Development of Automatic Source Code Evaluation Tests Using Grey-Box Methods: A Programming Education Case Study by Skalka, Jan, Drlik, Martin

“…Increasing the effectiveness of programming education has emerged as an important goal in teaching programming languages in the last decade. Automatic…”
Get full text

Development of Advanced Digital Ecosystems at Universities: A Study Comparing Experiences from Ukraine, Poland and Slovakia by Morze, Nataliia, Smyrnova-Trybulska, Eugenia, Drlík, Martin, Buinytska, Oksana

“…During the war, a significant number of Ukrainian universities were tragically destroyed, while others were relocated. The challenging wartime circumstances in…”
Get full text

Modelling of domestic and foreign visitors' behaviour at commercial bank website during the recent financial crisis by Drlík, Martin, Pilková, Anna, Munk, Michal, Švec, Peter

“…The paper focuses on modelling of commercial bank website visitors’ behaviour. The authors analyse domestic and foreign market participants’ interests in…”
Get full text

Verification of the fulfilment of the purposes of Basel II, Pillar 3 through application of the web log mining methods by Munk, M., Pilková, A., Drlík, Martin, Kapusta, J., Švec, P.

“…The objective of the paper is the verification of the fulfilment of the purposes of Basel II, Pillar 3 – market discipline during the recent financial crisis…”
Get full text

Priscilla - Proposal of System Architecture for Programming Learning and Teaching Environment by Skalka, Jan, Drlik, Martin

“…The paper introduces an architecture of the system for teaching and learning programming based on interactivity and modern educational approaches like…”
Get full text

Automated Assessment in Learning and Teaching Programming Languages using Virtual Learning Environment by Skalka, Jan, Drlik, Martin, Obonya, Juraj

“…The paper investigates the impact of different types of e-learning course activities on the first-year university students' results in the introductory…”
Get full text

Architecture Proposal for Micro-Learning Application for Learning and Teaching Programming Courses by Skalka, Jan, Drlik, Martin, Obonya, Juraj, Capay, Martin

“…The paper describes the architecture, processes and issues related to the current phase of the development and pivotal deployment of the microlearning-based…”
Get full text

Computer science learning activities based on experience by Capay, Martin, Skalka, Jan, Drlik, Martin

“…Learning by different ways as well as learning by discovery is natural. Especially in early childhood, we learn mostly by experience. Educational activities…”
Get full text

Proposal of Learning Analytics Architecture Integration into University IT Infrastructure by Drlik, Martin, Skalka, Jan, Svec, Peter, Kapusta, Jozef

“…Learning Analytics is a rapidly growing area of interest in the higher educational institutions worldwide. Its effective utilization depends on the proper…”
Get full text

Identification of Changes in VLE Stakeholders' Behavior Over Time Using Frequent Patterns Mining by Drlik, Martin, Munk, Michal, Skalka, Jan

“…Many contemporary studies realized in the Learning Analytics research field provide substantial insights into the virtual learning environment stakeholders'…”
Get full text

Enhancing database querying skills by choosing a more appropriate interface by Hvorecký, Jozef, Drlík, Martin, Munk, Michal

“…To benefit from data stored in growing numbers of database systems, the number of users capable of finding relevant information should also grow. They should…”
Get full text

Discussion Papers on the Topic of More Adequate and Effective ICT Tools. Category: Tools for Making Didactic Videos by Smyrnova-Trybulska, Eugenia, Ogrodzka-Mazur, Ewa, Szafrańska-Gajdzica, Anna, Drlík, Martin, Cápay, Martin, Tomanová, Júlia, Švec, Peter, Morze, Nataliia, Romanyukha, Maryna, Nakaznyi, Mykola, Sorokina, Lyudmyla, Makhachashvili, Rusudan, Issa, Tomayess, Issa, Theodora

“…The article describes some preliminary results of the implementation of Work Package 4 (WP4) “Selection and testing new ICT tools” within a framework of the…”
Get full text