Applications of data science to game learning analytics data: A systematic literature review
Data science techniques, nowadays widespread across all fields, can also be applied to the
wealth of information derived from student interactions with serious games. Use of data …
wealth of information derived from student interactions with serious games. Use of data …
Studying the effects of educational games on cultivating computational thinking skills to primary school students: a systematic literature review
A Giannakoulas, S Xinogalos - Journal of Computers in Education, 2023 - Springer
This article presents a systematic literature review (SLR) on the effects of serious games, or
more specifically educational games that aim to teach Computational Thinking (CT) skills to …
more specifically educational games that aim to teach Computational Thinking (CT) skills to …
Making FAQ chatbots more Inclusive: an examination of non-native English users' interactions with new technology in massive open online courses
In this study, we examined interaction behaviors between a small number of participants in
two massive open online courses (MOOCs) and an FAQ chatbot, focusing on the …
two massive open online courses (MOOCs) and an FAQ chatbot, focusing on the …
A data‐driven procedural‐content‐generation approach for educational games
Although game‐based learning has been increasingly promoted in education, there is a
need to adapt game content to individual needs for personalized learning. Procedural …
need to adapt game content to individual needs for personalized learning. Procedural …
Analyzing students' problem-solving sequences: A human-in-the-loop approach
E Kleinman, M Shergadwala, Z Teng… - Journal of learning …, 2022 - learning-analytics.info
Educational technology is shifting toward facilitating personalized learning. Such
personalization, however, requires a detailed understanding of students' problem-solving …
personalization, however, requires a detailed understanding of students' problem-solving …
Design and analysis of microworlds and puzzles for block-based programming
R Pelánek, T Effenberger - Computer Science Education, 2022 - Taylor & Francis
ABSTRACT Background and Context Block-based programming is a popular approach to
teaching introductory programming. Block-based programming often works in the context of …
teaching introductory programming. Block-based programming often works in the context of …
” And then they died”: Using Action Sequences for Data Driven, Context Aware Gameplay Analysis
Many successful games rely heavily on data analytics to understand players and inform
design. Popular methodologies focus on machine learning and statistical analysis of …
design. Popular methodologies focus on machine learning and statistical analysis of …
Game learning analytics for understanding reading skills in transparent writing system
M Niemelä, T Kärkkäinen, S Äyrämö… - British Journal of …, 2020 - Wiley Online Library
Serious games are designed to improve learning instead of providing only entertainment.
Serious games analytics can be used for understanding and enhancing the quality of …
Serious games analytics can be used for understanding and enhancing the quality of …
Data-driven game development: Ethical considerations
M Seif El-Nasr, E Kleinman - … of the 15th International Conference on the …, 2020 - dl.acm.org
In recent years, the games industry has made a major move towards data-driven
development, using data analytics and player modeling to inform design decisions. Data …
development, using data analytics and player modeling to inform design decisions. Data …
Digital storytelling as an effective framework for the development of computational thinking skills
M Kordaki, P Kakavas - Edulearn17 Proceedings, 2017 - library.iated.org
Computational Thinking (CT) has been internationally recognized as a way of thinking–
including a set of essential thinking skills-that should be mastered by the whole literate …
including a set of essential thinking skills-that should be mastered by the whole literate …