Published papers
Published papers in journals and conference proceedings
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Experience report from online and hybrid teaching of a project-oriented databases course using an adaptive iterative process of formative and summative assessmentIn L. G. Chova, C. G. Martínez, J. Lees (Ed.), ICERI2023 Proceedings - 16th International Conference of Education, Research and Innovation, November 13th–15th, 2023, Seville, Spain. (pp. 7418-7427). Retrieved March 11, 2024 from https://library.iated.org/view/AJANOVSKI2023EXP
DOI: https://doi.org/10.21125/iceri.2023.1841 -
extended-abstract
Rapid Aspect-Oriented Assessment of Relational Database Design Assignments
It can be argued that assignments in a Databases course, where students are required to build a database instance based on specifications provided in the form of Entity-Relationship Diagrams and descriptions, are one of the best ways to evaluate ...
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extended-abstract
dbLearn*: Open-Source System and a Set of Practices for Conducting Iterative Exercises and Exams in a Databases Course
The author's approach in teaching databases, focuses on acquiring competences needed to use and develop systems of realistic complexity, typical for a micro or small company. Each student works towards gaining experience with various database designs ...
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Educational Project Management and Resource Provisioning System – Project-Based Learning on a ScaleIn T. Bastiaens (Ed.), Proceedings of EdMedia + Innovate Learning (pp. 39-44). ISBN 978-1-939797-56-8. United States: Association for the Advancement of Computing in Education (AACE). Retrieved August 30, 2021 from https://www.learntechlib.org/primary/p/219637/
Academic Experts URL: http://www.academicexperts.org/conf/edmedia/2021/papers/59071/
Conference Program Preview PDF -
abstract
Meaningful Assessment at Scale: Helping Instructors to Assess Online Learning
- Nickolas Falkner,
- Rebecca Vivian,
- Katrina Falkner,
- Vangel V. Ajanovski,
- Christine Liebe,
- Alistair Morrison,
- Miranda Parker
Increased opportunities for online learning, including growth in Massive Open Online Courses (MOOCS), are changing our education environments, increasing access and flexibility in how students engage with education. However, there are still many ...
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abstract
Tools for Analysis of Curricula Evolution Across Computer Science Curriculum Guidelines
Many educational institutions strive for constant evolution of computer science (CS) study programs to parallel the global technological development. As developments pick-up speed and curricula reconstructions happen ever more often, the institutions ...
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demonstration
What to study next?: Visual Guidance in Knowledge Acquisition
This is a demo of a virtual academic adviser that enables student self-guidance and counters the unavailability of true academic advisers. The adviser integrates four visual tools: flexible and personalized planning of future terms and courses, body of ...
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research-article
Pass Rates in Introductory Programming and in other STEM Disciplines
- Simon,
- Andrew Luxton-Reilly,
- Vangel V. Ajanovski,
- Eric Fouh,
- Christabel Gonsalvez,
- Juho Leinonen,
- Jack Parkinson,
- Matthew Poole,
- Neena Thota
Vast numbers of publications in computing education begin with the premise that programming is hard to learn and hard to teach. Many papers note that failure rates in computing courses, and particularly in introductory programming courses, are higher ...
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short-paper
Body of Knowledge Explorer: Long-Term Student Guidance Across the Computer-Science Domain
A visual domain exploration tool is introduced that offers several viewpoints as parts of a personalized student advice and guidance solution: explanation of the personal progress over a reference body of knowledge areas, within the field of study; ...
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abstract
Pass Rates in STEM Disciplines Including Computing
- Simon,
- Andrew Luxton-Reilly,
- Vangel Ajanovski,
- Eric Fouh,
- Chris Gonsalvez,
- Juho Leinonen,
- Jack Parkinson,
- Matthew Poole,
- Neena Thota
Vast numbers of publications in computing education begin with the premise that programming is hard to learn and hard to teach. Many papers note that failure rates in computing courses, and particularly in introductory programming courses, are higher ...
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research-article
Predicting academic performance: a systematic literature review
- Arto Hellas,
- Petri Ihantola,
- Andrew Petersen,
- Vangel V. Ajanovski,
- Mirela Gutica,
- Timo Hynninen,
- Antti Knutas,
- Juho Leinonen,
- Chris Messom,
- Soohyun Nam Liao
The ability to predict student performance in a course or program creates opportunities to improve educational outcomes. With effective performance prediction approaches, instructors can allocate resources and instruction more accurately. Research in ...
- Initialization of Matrix Factorization Methods for University Course Recommendations Using SimRank SimilaritiesIn: Kalajdziski S., Ackovska N. (eds) ICT Innovations 2018. Engineering and Life Sciences. ICT 2018. Communications in Computer and Information Science, vol 940. Springer, Cham
ISBN: 978-3-030-00824-6
DOI: 10.1007/978-3-030-00825-3_15 -
abstract
Taxonomizing features and methods for identifying at-risk students in computing courses
- Arto Hellas,
- Petri Ihantola,
- Andrew Petersen,
- Vangel V. Ajanovski,
- Mirela Gutica,
- Timo Hynninen,
- Antti Knutas,
- Juho Leinonen,
- Chris Messom,
- Soohyun Nam Liao
Since computing education began, we have sought to learn why students struggle in computer science and how to identify these at-risk students as early as possible. Due to the increasing availability of instrumented coding tools in introductory CS ...
- Personalized Long-term Student Guidance Towards GraduationIn Proceedings of EdMedia: World Conference on Educational Media and Technology 2018 (pp. 1458-1463). Waynesville, NC: Association for the Advancement of Computing in Education (AACE).
Academic Experts URL: https://www.academicexperts.org/conf/edmedia/2018/papers/53333/
Conference Program Preview PDF - Evaluation of Grade Prediction using Model-Based Collaborative Filtering methods2018 IEEE Global Engineering Education Conference (EDUCON), 17-20 April, 2018, Santa Cruz de Tenerife, Canary Islands, Spain – ISBN: 978-1-5386-2957-4, pp.1102-1109
DOI: 10.1109/EDUCON.2018.8363352 - Framework for Tracking and Assessment of Curricula EvolutionProceedings of the 11th IADIS International Conference - Information Systems 2018 - Lisbon, Portugal 14 - 16 April, 2018 - Editors: Miguel Baptista Nunes, Pedro Isaias and Philip Powell - ISBN: 978-989-8533-74-6 – pp. 233-236
URL: http://www.iadisportal.org/digital-library/a-framework-for-tracking-and-assessment-of-curricula-evolution -
research-article
Evolutionary Curriculum Reconstruction: Process Model and Information System Development
The paper proposes a new evolutionary curriculum development process based on a structured approach. The process uses ideas from the Rational Unified Process (RUP) - a well-known software development methodology in the field of software engineering. The ...
- Guided Exploration of the Domain Space of Study Programs — Recommenders in improving student awareness on the choices made during enrollmentProceedings of the 4th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS) 2017, in conjunction with 11th ACM Conference on Recommender Systems (RecSys 2017) - Como, Italy, August 27th, 2017 (editors: Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, John O’Donovan, Nava Tintarev, Martijn C. Willemsen) - CEUR-WS ISSN 1613-0073 Vol. 1884 pp 43-47
URL: http://ceur-ws.org/Vol-1884/ -
abstract
Curriculum Mapping as a Tool for Improving Students Satisfaction with the Choice of Courses
Computing is a field that is constantly evolving and as a result curricula at the universities are frequently under reconstruction. The number of curricula reconstructions at the author's institution produced multitude of options and sometimes ...
- Information System for Mapping the Coverage of Reference Curriculum Guidelines in the Teaching Curricula of a Higher-Education InstitutionProceedings of the 14th International Conference on Informatics and Information Technologies, Mavrovo 2017
URL: http://eprints.finki.ukim.mk/11364/ - Model and implementation of a self-adaptive social navigation system for public information systemsBusiness Informatics (Original: Informatyka Ekonomiczna), Publishing House of Wroclaw University of Economics - ISSN: 1507-3858, 3(29)-2013, pp. 9-29
URL: http://www.ibuk.pl/fiszka/116298/informatyka-ekonomiczna-2013-nr-329.html - Integrated model of a social navigation system with self-adaptive feedback control mechanismProceedings of the 2013 Federated Conference on Computer Science and Information Systems, 11th Conference on Advanced Information Technologies for Management, September 8-11, 2013. Kraków, Poland – ISBN 978-1-4673-4471-5 (Web),
978-83-60810-53-8 (USB), pp.1063-1070
URL: https://ieeexplore.ieee.org/document/6644147
PDF: https://annals-csis.org/Volume_1/pliks/369.pdf - A Mobile Virtual Academic Adviser10th International Conference on Mobile Web Information Systems, Paphos, Cyprus, August 2013 – LNCS 8093, pp. 300-303 2013. Springer-Verlag Berlin Heidelberg 2013
DOI: 10.1007/978-3-642-40276-0_25 - Context Aware Recommendations in the Course Enrolment Process Based on Curriculum GuidelinesIADIS - International Conference e-Learning July 2013, Prague, Czech Republic, 22-26 July 2013 – ISBN (Book): 978-972-8939-88-5
URL: http://www.iadisportal.org/e-learning-2013-proceedings
PDF: https://files.eric.ed.gov/fulltext/ED562337.pdf - Socially adaptive self-organizing virtual academic adviserIAFOR, The European Conference on Technology in the Classroom 2013 – Official Conference Proceedings, July 2013 - Brighton, UK – ISSN: 2188-1138, pp. 400-407 PDF
- Social-Based Guidance and Self-Adaptivity within Enrollment Processes