Search Results - "Drlík, Martin"
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1
Development of Automatic Source Code Evaluation Tests Using Grey-Box Methods: A Programming Education Case Study
Published in IEEE access (2023)“…Increasing the effectiveness of programming education has emerged as an important goal in teaching programming languages in the last decade. Automatic…”
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Journal Article -
2
Development of Advanced Digital Ecosystems at Universities: A Study Comparing Experiences from Ukraine, Poland and Slovakia
Published in European journal of education (01-12-2023)“…During the war, a significant number of Ukrainian universities were tragically destroyed, while others were relocated. The challenging wartime circumstances in…”
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Journal Article -
3
Towards Predicting Student’s Dropout in University Courses Using Different Machine Learning Techniques
Published in Applied sciences (01-04-2021)“…Early and precisely predicting the students’ dropout based on available educational data belongs to the widespread research topic of the learning analytics…”
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4
Modelling of domestic and foreign visitors' behaviour at commercial bank website during the recent financial crisis
Published in Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis (2013)“…The paper focuses on modelling of commercial bank website visitors’ behaviour. The authors analyse domestic and foreign market participants’ interests in…”
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Journal Article -
5
Enhancing the Early Student Dropout Prediction Model Through Clustering Analysis of Students' Digital Traces
Published in IEEE access (2024)“…Educational Data Mining and learning analytics have gained significant prominence in recent years, garnering attention from researchers worldwide. This is…”
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Journal Article -
6
Identification of Students with Similar Performances in Micro-Learning Programming Courses with Automatically Evaluated Student Assignments
Published in Applied sciences (01-05-2024)“…The identification of heterogeneous and homogeneous groups of students using clustering analysis in learning analytics is still rare. The paper describes a…”
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Journal Article -
7
Automated Assessment and Microlearning Units as Predictors of At-Risk Students and Students’ Outcomes in the Introductory Programming Courses
Published in Applied sciences (01-07-2020)“…The number of students who decided to study information technology related study programs is continually increasing. Introductory programming courses represent…”
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8
Verification of the fulfilment of the purposes of Basel II, Pillar 3 through application of the web log mining methods
Published in Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis (2012)“…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…”
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Journal Article -
9
Understanding Time-Based Trends in Stakeholders' Choice of Learning Activity Type Using Predictive Models
Published in IEEE access (2019)“…The learning analytics communities, as well as most learning analytics research, have not frequently focused on time-based trends in the same virtual learning…”
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Journal Article -
10
Using of n-grams from morphological tags for fake news classification
Published in PeerJ. Computer science (19-07-2021)“…Research of the techniques for effective fake news detection has become very needed and attractive. These techniques have a background in many research…”
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11
Identification of Changes in VLE Stakeholders' Behavior Over Time Using Frequent Patterns Mining
Published in IEEE access (2021)“…Many contemporary studies realized in the Learning Analytics research field provide substantial insights into the virtual learning environment stakeholders'…”
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Journal Article -
12
Quantitative and Qualitative Evaluation of Sequence Patterns Found by Application of Different Educational Data Preprocessing Techniques
Published in IEEE access (2017)“…Educational data preprocessing from log files represents a time-consuming phase of the knowledge discovery process. It consists of data cleaning, user…”
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13
Enhancing database querying skills by choosing a more appropriate interface
Published in IEEE EDUCON 2010 Conference (01-04-2010)“…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…”
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Conference Proceeding -
14
Discussion Papers on the Topic of More Adequate and Effective ICT Tools. Category: Tools for Making Didactic Videos
Published in International journal of research in e-learning (01-02-2015)“…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…”
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15
Report on the Implementation of WorkPackage 2 “Analyses of Legal, Ethical, Human, Technical and Social Factors of ICT and E-Learning Development and Intercultural Competences State in Every Partner Country” in the Framework of the IRNet Project
Published in International journal of research in e-learning (01-06-2015)“…This article, prepared by an international team of researchers from different scientific areas, connected with ICT, e-learning, pedagogy, and other related…”
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Journal Article -
16
Report on the Implementation of Work Package 7 “Dissemination of the Project Results” in the Framework of the IRNet Project
Published in International journal of research in e-learning (2018)“…This article, prepared by an international team of researchers from different scientific areas connected with ICT, e-learning, pedagogy, and other related…”
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Journal Article -
17
Reports: Report on the Implementation of Work Package 6 “Implementation of Methodology” in the Framework of the IRNet Project
Published in International journal of research in e-learning (2017)“…This article, prepared by an international team of researchers from different scientific areas connected with ICT, e-learning, pedagogy, and other related…”
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Journal Article -
18
Reports: Report on the Implementation of Work Package 5 “Pilot Methodology Development” in the Framework of the IRNet Project
Published in International journal of research in e-learning (2017)“…This article, prepared by an international team of researchers from different scientific areas connected with ICT, e-learning, pedagogy, and other related…”
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Journal Article -
19
Cut-off time calculation for user session identification by reference length
Published in 2012 6th International Conference on Application of Information and Communication Technologies (AICT) (01-10-2012)“…One of the methods of web log mining is also discovering patterns of behavior of web site visitors. Based on the found users' behavior patterns that are…”
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Conference Proceeding -
20
Priscilla - Proposal of System Architecture for Programming Learning and Teaching Environment
Published in 2018 IEEE 12th International Conference on Application of Information and Communication Technologies (AICT) (01-10-2018)“…The paper introduces an architecture of the system for teaching and learning programming based on interactivity and modern educational approaches like…”
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Conference Proceeding