Browsing NTNU Open by Author "Vesin, Boban"
Now showing items 1-20 of 23
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A Study on the Use of Virtual Robotics and Design Thinking to Support Learning in K-12 Education
Schjerven, Øyvind Jalland; Nyvoll, Kristoffer (Master thesis, 2023)Vårt moderne og teknologiske samfunn er i økende grad avhengig av nye kompetanser, ofte referert til som “ferdigheter for det 21. århundret”. Herunder nevnes blant annet egenskaper som samarbeid, problemløsing, kritisk ... -
Adaptive assessment and content recommendation in online programming courses: On the use of Elo-rating
Vesin, Boban; Mangaroska, Katerina; Akhuseyinoglu, Kamil; Giannakos, Michail (Journal article; Peer reviewed, 2022)Online learning systems should support students preparedness for professional practice, by equipping them with the necessary skills while keeping them engaged and active. In that regard, the development of online learning ... -
Applications of learning analytics in High Schools: A systematic literature review
de Sousa, Erverson B.G.; Alexandre, Bruno; Ferreira Mello, Rafael; Pontual Falcão, Taciana; Vesin, Boban; Gašević, Dragan (Peer reviewed; Journal article, 2021)Learning analytics aims to analyze data from students and learning environments to support learning at different levels. Although learning analytics is a recent field, it reached a high level of maturity, especially in its ... -
Architecting Analytics Across Multiple E-learning Systems to Enhance Learning Design
Mangaroska, Katerina; Vesin, Boban; Kostakos, Vassilis; Brusilovsky, Peter; Giannakos, Michail (Journal article; Peer reviewed, 2021)With the wide expansion of distributed learning environments the way we learn became more diverse than ever. This poses an opportunity to incorporate different data sources of learning traces that can offer broader insights ... -
Challenges and opportunities of multimodal data in human learning: The computer science students' perspective
Mangaroska, Katerina; Vesin, Boban; Martinez‐Maldonado, Roberto; Gašević, Dragan (Peer reviewed; Journal article, 2021)Multimodal data have the potential to explore emerging learning practices that extend human cognitive capacities. A critical issue stretching in many multimodal learning analytics (MLA) systems and studies is the current ... -
Cross-Platform Analytics: A step towards Personalization and Adaptation in Education
Mangaroska, Katerina; Vesin, Boban; Giannakos, Michail (Chapter, 2019)Learning analytics are used to track learners' progress and empower educators and learners to make well-informed data-driven decisions. However, due to the distributed nature of the learning process, analytics need to be ... -
Elo-Rating Method: Towards Adaptive Assessment in E-Learning
Mangaroska, Katerina; Vesin, Boban; Giannakos, Michail (Chapter, 2019)The success of technology enhanced learning can be increased by tailoring the content and the learning resources for every student; thus, optimizing the learning process. This study proposes a method for evaluating content ... -
Enhancing E-Learning Systems with Personalized Recommendation Based on Collaborative Tagging Techniques
Klašnja-MIlićević, Aleksandra; Ivanović, Mirjana; Vesin, Boban; Budimac, Zoran (Peer reviewed; Journal article, 2017)Personalization of the e-learning systems according to the learner’s needs and knowledge level presents the key element in a learning process. E-learning systems with personalized recommendations should adapt the learning ... -
Gab-SSDS: An AI-Based Similar Days Selection Method for Load Forecast
Janković, Zoran; Vesin, Boban; Selakov, Aleksander; Berntzen, Lasse (Peer reviewed; Journal article, 2022)The important, while mostly underestimated, step in the process of short-term load forecasting–STLF is the selection of similar days. Similar days are identified based on numerous factors, such as weather, time, electricity ... -
Investigating Student Interest and Time Management on a Cross- Platform Online Learning Platform
Østbye, Johan August; Eggemoen, Vemund (Master thesis, 2023)Protus er en digital læreplatform for å lære programmering uten tidligere erfaring. Systemet inkluderer informasjon og oppgaver innen flere språk og temaer. Protus- next er en rekreasjon av den originale Protus. Det nye ... -
Learning in Smart Environments: User-centered Design and Analytics of an Adaptive Learning System
Vesin, Boban; Mangaroska, Katerina; Giannakos, Michail (Journal article; Peer reviewed, 2018)The complexity of today’s learning processes and practices entails various challenges. It is becoming much harder for teachers to observe, control, and adjust the learning process. Moreover, contemporary teaching is enhanced ... -
OctoUML: an environment for exploratory and collaborative software design
Vesin, Boban; Jolak, Rodi; Chaudron, Michel (Journal article; Peer reviewed, 2017)Software architects seek efficient support for planningand designing models at multiple levels of abstraction andfrom different perspectives. For this it is desirable that softwaredesign tools support both informal and ... -
Online Learning Platform
Østbye, Johan August; Eggemoen, Vemund (Master thesis, 2023)Protus er en digital læreplatform for å lære programmering uten tidligere erfaring. Systemet inkluderer informasjon og oppgaver innen flere språk og temaer. Protus- next er en rekreasjon av den originale Protus. Det nye ... -
Personalisation methods in e-learning-A literature review
Mikić, Vladimir; Ilić, Miloš; Kopanja, Lazar; Vesin, Boban (Journal article; Peer reviewed, 2022)Over the years, personalisation in e-learning has evolved as a promising paradigm for matching learners' specific requirements. Although many literature reviews on personalised e-learning have been conducted, there are ... -
Predicting learning outcomes and motivating student achievement in interactive learning environments: guidelines for learning design
Fossum, Mathias; Tronstad, Johanne (Master thesis, 2023)De siste årene har e-læring fått betydelig oppmerksomhet. Gode e-læringsplattformer kjennetegnes ved å kunne gi studentene tilstrekkelig veiledning for å kunne fasilitere aktiv læring. En av de viktigste utfordringene ... -
Predicting learning outcomes and motivating student achievement in interactive learning environments: guidelines for learning design
Fossum, Mathias; Tronstad, Johanne (Master thesis, 2023)De siste årene har e-læring fått betydelig oppmerksomhet. Gode e-læringsplattformer kjennetegnes ved å kunne gi studentene tilstrekkelig veiledning for å kunne fasilitere aktiv læring. En av de viktigste utfordringene ... -
Social tagging strategy for enhancing e-learning experience
Klašnja-Milićević, Aleksandra; Vesin, Boban; Ivanović, Mirjana (Journal article; Peer reviewed, 2018)Success of e-learning systems depends on their capability to automatically retrieve and recommend relevant learning content according to the preferences of a specific learner. Learning experience and dynamic choice of ... -
The Dynamics of Motivational and Emotional Challenges and Regulation Strategies in Customer-Driven Project-Based Learning
Mangaroska, Katerina; Jaccheri, Maria Letizia; Vesin, Boban; Giannakos, Michail (Chapter, 2019)Project-based learning has been introduced in many university courses as a dynamic classroom approach that motivates active exploration of real-world problems. It is also proven as one of the most effective ways for students ... -
The Effect of Game Design Elements on Engagement as a Multi-Dimensional Construct in a Serious Game Context
Larssen, Kristine; Amundsen, Andreas (Master thesis, 2023)Denne forskningsartikkelen undersøker effekten av spilldesign-elementer på engasjement som en flerdimensjonal konstruksjon i et seriøst spill for læring og bevaring av ordforråd. Denne sammenhengen undersøkes ved hjelp av ... -
The Effect of Game Design Elements on Engagement as a Multi-Dimensional Construct in a Serious Game Context
Larssen, Kristine; Amundsen, Andreas (Master thesis, 2023)Denne forskningsartikkelen undersøker effekten av spilldesign-elementer på engasjement som en flerdimensjonal konstruksjon i et seriøst spill for læring og bevaring av ordforråd. Denne sammenhengen undersøkes ved hjelp av ...