Search Results - "Drlík, Martin"

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  1. 1

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

    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. 2

    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

    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. 3

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

    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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    Journal Article
  4. 4

    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…”
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    Journal Article
  5. 5

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

    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. 6

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

    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. 7

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

    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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    Journal Article
  8. 8

    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…”
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    Journal Article
  9. 9

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

    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. 10

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

    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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    Journal Article
  11. 11

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

    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. 12

    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

    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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    Journal Article
  13. 13

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

    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
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    Cut-off time calculation for user session identification by reference length by Kapusta, J., Munk, M., Drlik, M.

    “…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. 20

    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…”
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    Conference Proceeding