251 citations · 344 across the 10 of their papers we have counts for
8 papers · 1 filter
Do people's user types change over time? An exploratory study
Ana Cláudia Guimarães Santos, Wilk Oliveira, Juho Hamari +1
In recent years, different studies have proposed and validated user models (e.g., Bartle, BrainHex, and Hexad) to represent the different user profiles in games and gamified settin…
Does gamification affect flow experience? A systematic literature review
Wilk Oliveira, Olena Pastushenko, Luiz Rodrigues +4
In recent years, studies in different areas have used gamification to improve users' flow experience. However, due to the high variety of the conducted studies and the lack of seco…
Automating Gamification Personalization: To the User and Beyond
Luiz Rodrigues, Armando M. Toda, Wilk Oliveira +3
Personalized gamification explores knowledge about the users to tailor gamification designs to improve one-size-fits-all gamification. The tailoring process should simultaneously c…
Revealing the Hidden Patterns: A Comparative Study on Profiling Subpopulations of MOOC Students
Lei Shi, Alexandra I. Cristea, Armando M. Toda +1
Massive Open Online Courses (MOOCs) exhibit a remarkable heterogeneity of students. The advent of complex "big data" from MOOC platforms is a challenging yet rewarding opportunity…
Validating the Effectiveness of Data-Driven Gamification Recommendations: An Exploratory Study
Armando Toda, Paula Palomino, Luiz Rodrigues +4
Gamification design has benefited from data-driven approaches to creating strategies based on students characteristics. However, these strategies need further validation to verify…
Analysing gamification elements in educational environments using an existing Gamification taxonomy
Armando M. Toda, Ana C. T. Klock, Wilk Oliveira +7
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…
Exploring Navigation Styles in a FutureLearn MOOC
Lei Shi, Alexandra I. Cristea, Armando M. Toda +1
This paper presents for the first time a detailed analysis of fine-grained navigation style identification in MOOCs backed by a large number of active learners. The result shows 1)…
Social Interactions Clustering MOOC Students: An Exploratory Study
Lei Shi, Alexandra Cristea, Ahmad Alamri +2
An exploratory study on social interactions of MOOC students in FutureLearn was conducted, to answer "how can we cluster students based on their social interactions?" Comments were…