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Although personalization is widely advocated in gamified learning, empirical evidence on how learner characteristics and task context shape motivational preferences remains limited. This study examines how user characteristics and learning…

Computers and Society · Computer Science 2026-03-17 Anna Katharina Ricker , Kai Marquardt , Lucia Happe

Gamification frameworks can aid in gamification planning for education. Most frameworks, however, do not provide ways to select, relate or recommend how to use game elements, to gamify a certain educational task. Instead, most provide a…

Computers and Society · Computer Science 2019-07-02 Armando M. Toda , Wilk Oliveira , Lei Shi , Ig Ibert Bittencourt , Seiji Isotani , Alexandra Cristea

Gamification design has benefited from data-driven approaches to creating strategies based on students characteristics. However, these strategies need further validation to verify their effectiveness in e-learning environments. The…

Human-Computer Interaction · Computer Science 2020-08-14 Armando Toda , Paula Palomino , Luiz Rodrigues , Wilk Oliveira , Lei Shi , Seiji Isotani , Alexandra Cristea

The digital age is changing the role of educators and pushing for a paradigm shift in the education system as a whole. Growing demand for general and specialized education inside and outside classrooms is at the heart of this rising trend.…

Computers and Society · Computer Science 2023-10-12 Tommaso Martorella , Antonio Bucchiarone

As the population continues to age, and gaming continues to grow as a hobby for older people, heterogeneity among older adult gamers is increasing. We argue that traditional game-based accessibility features, such as simplified input…

Human-Computer Interaction · Computer Science 2025-06-10 Brandon Lyman , Yichi Zhang , Celia Pearce , Miso Kim , Casper Harteveld , Leanne Chukoskie , Bob De Schutter

Personalized gamification explores knowledge about the users to tailor gamification designs to improve one-size-fits-all gamification. The tailoring process should simultaneously consider user and contextual characteristics (e.g., activity…

Human-Computer Interaction · Computer Science 2022-03-29 Luiz Rodrigues , Armando M. Toda , Wilk Oliveira , Paula T. Palomino , Julita Vassileva , Seiji Isotani

Gamification applies game mechanics to non-game environments to motivate and engage users. Artificial Intelligence (AI) offers powerful tools for personalizing and optimizing gamification, adapting to users' needs, preferences, and…

Human-Computer Interaction · Computer Science 2024-11-19 Carlos J. Costa , Joao Tiago Aparicio , Manuela Aparicio , Sofia Aparicio

Motivational digital systems offer capabilities to engage and motivate end-users to foster behavioral changes towards a common goal. In general these systems use gamification principles in non-games contexts. Over the years, gamification…

Artificial Intelligence · Computer Science 2021-03-30 Antonio Bucchiarone , Antonio Cicchetti , Nelly Bencomo , Enrica Loria , Annapaola Marconi

Gamification has been widely employed in the educational domain over the past eight years when the term became a trend. However, the literature states that gamification still lacks formal definitions to support the design and analysis of…

Programming courses in computing science are important because they are often the first introduction to computer programming for many students. Many university students are overwhelmed with the information they must learn for an…

Computers and Society · Computer Science 2023-09-25 Kashif Ishaq , Atif Alvi

Under the assumptions that (i) gamification consists of various types of users that experience game design elements differently; and (ii) gamification is deployed in order to achieve some goal in the broadest sense, we pose the gamification…

Human-Computer Interaction · Computer Science 2014-07-04 Michael Meder , Brijnesh-Johannes Jain

Context: While most research shows positive effects of gamification, the focus on its adverse effects is considerably smaller and further understanding is needed. Objective: To provide a comprehensive overview on research reporting negative…

Software Engineering · Computer Science 2023-05-16 Clauvin Almeida , Marcos Kalinowski , Anderson Uchoa , Bruno Feijo

Gamification has been used to motivate and engage participants in software engineering education and practice activities. There is a significant demand for empirical studies for the understanding of the impacts and efficacy of gamification.…

Particularly close attention is being paid today among researchers in social science disciplines to aspects of learning in the digital age, especially for the Digitally Native Generation. In the context of museums, the question is: how can…

AI-powered educational technologies have demonstrated measurable benefits for learners, but their design and evaluation have largely centered on K-12 contexts. As a result, many AI-supported learning systems remain poorly aligned with the…

The digital age is changing the role of educators and pushing for a paradigm shift in the education system as a whole. Growing demand for general and specialized education inside and outside classrooms is at the heart of this rising trend.…

Software Engineering · Computer Science 2022-10-28 Antonio Bucchiarone , Tommaso Martorella , Diego Colombo

Building on game design and education research, this paper introduces narrative-focused role-playing games as a way to promote visualization literacy in young children. Visualization literacy skills are vital in understanding the world…

Human-Computer Interaction · Computer Science 2020-09-01 Elaine Huynh , Angela Nyhout , Patricia Ganea , Fanny Chevalier

Gamification is an emerging design principle for information systems where game design elements are applied to non-game contexts. IS researchers have suggested that the IS discipline must study this area but there are other applications…

Computers and Society · Computer Science 2013-08-06 Kafui Monu , Paul Ralph

This study investigates learners' preferences for game design elements (GDEs) in educational contexts to inform the development of purpose-driven gamification strategies. It emphasizes a learner-centered approach that aligns gamification…

Software Engineering · Computer Science 2025-12-10 Kai Marquardt , Mona Schulz , Anne Koziolek , Lucia Happe

Context: Gamification is an emerging subject that has been applied in different areas, bringing contributions to different types of activities. Objective: This paper aims to characterize how gamification has been adopted in non-educational…

Software Engineering · Computer Science 2020-11-17 Daniel Porto , Gabriela Jesus , Fabiano Ferrari , Sandra Fabbri
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