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- research-articleNovember 2024
Students' Perceptions and Use of Generative AI Tools for Programming Across Different Computing Courses
- Hieke Keuning,
- Isaac Alpizar-Chacon,
- Ioanna Lykourentzou,
- Lauren Beehler,
- Christian Köppe,
- Imke de Jong,
- Sergey Sosnovsky
Koli Calling '24: Proceedings of the 24th Koli Calling International Conference on Computing Education ResearchArticle No.: 14, Pages 1–12https://doi.org/10.1145/3699538.3699546Investigation of students’ perceptions and opinions on the use of generative artificial intelligence (GenAI) in education is a topic gaining much interest. Studies addressing this are typically conducted with large heterogeneous groups, at one moment in ...
- ArticleSeptember 2023
Student Perception of Social Comparison in Technology Enhanced Learning
Responsive and Sustainable Educational FuturesPages 118–132https://doi.org/10.1007/978-3-031-42682-7_9AbstractPeople often compare themselves to their peers in various contexts, including education. Usage of this general tendency becomes an effective strategy to enhance students’ motivation. Several successful implementations of social comparison in ...
- ArticleJuly 2023
Measuring the Quality of Domain Models Extracted from Textbooks with Learning Curves Analysis
AbstractThis paper evaluates an automatically extracted domain model from textbooks and applies learning curve analysis to assess its ability to represent students’ knowledge and learning. Results show that extracted concepts are meaningful knowledge ...
- extended-abstractJune 2023
Modelling Student Knowledge in Blended Learning
UMAP '23 Adjunct: Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and PersonalizationPages 76–80https://doi.org/10.1145/3563359.3597412Blended learning offers a diverse learning experience through multiple activities inside and outside the classroom, which can improve student knowledge, as there are multiple opportunities for learning. However, managing these activities requires an ...
- articleFebruary 2023
Providing Students With Mobile Access to an Assessment Platform: Lessons Learned
International Journal of Mobile and Blended Learning (IJMBL-IGI), Volume 15, Issue 2Pages 1–16https://doi.org/10.4018/IJMBL.318224The growing ubiquity, rich functionality, and relative affordability of mobile devices have been seen as opportune factors for implementing mobile learning solutions that can be used in a variety of contexts and domains. Plenty of successful mobile ...
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- research-articleSeptember 2022
The return of intelligent textbooks
AbstractThe advancement of computational Artificial Intelligence (AI) in the recent decade has been transformative for many domains, including AI in Education. One direction, where it has caused a noticeable increase in research activity, is application ...
- ArticleJuly 2022
Intelligent Textbooks: Themes and Topics
Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners’ and Doctoral ConsortiumPages 111–114https://doi.org/10.1007/978-3-031-11647-6_19AbstractThe transition of textbooks from printed copies to digital and online formats has facilitated numerous attempts to enrich them with various kinds of interactive functionalities, link them with external resources or extract valuable information ...
- ArticleJuly 2022
Improving Prediction of Student Performance in a Blended Course
AbstractTraditionally, systems supporting blended learning focus only on one portion of the course by tracing students’ interaction with learning content at home. In this paper, we argue that in-class activity can be also instrumental in eliciting the ...
- research-articleApril 2022
What’s in an Index: Extracting Domain-specific Knowledge Graphs from Textbooks
WWW '22: Proceedings of the ACM Web Conference 2022Pages 966–976https://doi.org/10.1145/3485447.3512140A typical index at the end of a textbook contains a manually-provided vocabulary of terms related to the content of the textbook. In this paper, we extend our previous work on extraction of knowledge models from digital textbooks. We are taking a more ...
- research-articleSeptember 2020
Order out of Chaos: Construction of Knowledge Models from PDF Textbooks
DocEng '20: Proceedings of the ACM Symposium on Document Engineering 2020Article No.: 8, Pages 1–10https://doi.org/10.1145/3395027.3419585Textbooks are educational documents created, structured and formatted by domain experts with the main purpose to explain the knowledge in the domain to a novice. Authors use their understanding of the domain when structuring and formatting the content ...
- ArticleSeptember 2020
Towards Adaptive Social Comparison for Education
Addressing Global Challenges and Quality EducationPages 421–426https://doi.org/10.1007/978-3-030-57717-9_38AbstractInforming students about their progress in comparison to their peers has been widely used in educational research as a strong motivational factor, effective gamification technique and means for adaptive guidance to learning material. A typical ...
- ArticleSeptember 2020
Exploring Student-Controlled Social Comparison
- Kamil Akhuseyinoglu,
- Jordan Barria-Pineda,
- Sergey Sosnovsky,
- Anna-Lena Lamprecht,
- Julio Guerra,
- Peter Brusilovsky
Addressing Global Challenges and Quality EducationPages 244–258https://doi.org/10.1007/978-3-030-57717-9_18AbstractPrevious research on technology-enhanced learning indicated that exposing students to information related to their peers’ performance might positively or negatively affect their behavior and performance. For example, recent research has ...
- research-articleSeptember 2019
Expanding the Web of Knowledge: One Textbook at a Time
HT '19: Proceedings of the 30th ACM Conference on Hypertext and Social MediaPages 9–18https://doi.org/10.1145/3342220.3343671Textbooks are educational documents created, structured and formatted in a way that facilitates understanding. Most digital textbooks are released as mere digital copies of their printed counterparts. We present a mechanism that extracts knowledge ...
- ArticleSeptember 2018
Detection of Student Modelling Anomalies
AbstractAs the modern TEL tools gain wider adoption in real educational contexts, they start facing important practical problems. One such problem for adaptive educational systems is the reliability of their student modelling mechanisms. Even when such a ...
- ArticleSeptember 2018
Fine-Grained Cognitive Assessment Based on Free-Form Input for Math Story Problems
- Bastiaan Heeren,
- Johan Jeuring,
- Sergey Sosnovsky,
- Paul Drijvers,
- Peter Boon,
- Sietske Tacoma,
- Jesse Koops,
- Armin Weinberger,
- Brigitte Grugeon-Allys,
- Françoise Chenevotot-Quentin,
- Jorn van Wijk,
- Ferdinand van Walree
AbstractWe describe an approach to using ICT for assessing mathematics achievement of pupils using learning environments for mathematics. In particular, we look at fine-grained cognitive assessment of free-form answers to math story problems, which ...
- opinionJanuary 2016
Editorial: A Message from the Editorial Team and an Introduction to the January-March 2016 Issue
- Peter Brusilovsky,
- Mike Sharples,
- Gustavo R. Alves,
- Tiffany Barnes,
- Sherry Y. Chen,
- Carol. H.C. Chu,
- Hendrik Drachsler,
- Seiji Isotani,
- Euan Lindsay,
- Xavier Ochoa,
- Mykola Pechenizkiy,
- Ma. Mercedes T. Rodrigo,
- Cristóbal Romero,
- Sergey Sosnovsky,
- Stefaan Ternier,
- Katrien Verbert
IEEE Transactions on Learning Technologies (IEEETLT), Volume 9, Issue 1Pages 1–4https://doi.org/10.1109/TLT.2016.2537399Presents the introductory editorial for this issue of the publication.
- articleOctober 2015
Evaluation of topic-based adaptation and student modeling in QuizGuide
User Modeling and User-Adapted Interaction (KLU-USER), Volume 25, Issue 4Pages 371–424https://doi.org/10.1007/s11257-015-9164-4This paper presents an in-depth analysis of a nonconventional topic-based personalization approach for adaptive educational systems (AES) that we have explored for a number of years in the context of university programming courses. With this approach ...
- ArticleSeptember 2015
SafeChild: An Intelligent Virtual Reality Environment for Training Pedestrian Safety Skills
Design for Teaching and Learning in a Networked WorldPages 141–154https://doi.org/10.1007/978-3-319-24258-3_11AbstractTraining children safe behavior in traffic situations is both important and challenging. One of the problems is children’s limited perceptual-motor abilities and associated difficulties with important cognitive skills required to be safe ...