Sequence analysis and process mining perspectives to goal setting: What distinguishes business students with high and low self-efficacy beliefs?

S Heikkinen, T Cristea, M Saqr, J Malmberg… - Smart Learning …, 2024 - Springer
This study investigates the relationship between students' self-efficacy beliefs, goal-setting,
and learning tactics in an online business course. Using sequence analysis and process …

Capturing temporal pathways of collaborative roles: A multilayered analytical approach using community of inquiry

R Elmoazen, M Saqr, L Hirsto, M Tedre - International Journal of Computer …, 2024 - Springer
In collaborative learning, students may follow different trajectories that evolve over time. This
study used a multilayered approach to map the temporal dynamics of online problem-based …

Using Permutation Tests to Identify Statistically Sound and Nonredundant Sequential Patterns in Educational Event Sequences

Y Zhang, L Paquette, N Bosch - Journal of Educational and …, 2024 - journals.sagepub.com
Frequent sequential pattern mining is a valuable technique for capturing the relative
arrangement of learning events, but current algorithms often return excessive learning event …

Exploring Influencing Behaviours in Ransomware Negotiations: Comparing Parties and Identifying Patterns

LPM Schnirch - 2024 - essay.utwente.nl
The prevalence of ransomware attacks has increased significantly over the past decade,
and there is a notable lack of effective prevention and detection tools. Therefore, the most …

Quantifying Collaborative Complex Problem Solving in Classrooms using Learning Analytics

M Taylor, A Barthakur, A Azad, S Joksimovic… - Proceedings of the 14th …, 2024 - dl.acm.org
Complex problem solving (CPS) is a critical skill with far-reaching implications for personal
success and professional development. While CPS research has made extensive progress …

[PDF][PDF] Mining Sequential Patterns in Classroom Discourse: Insights from Visualization-Supported Primary Instruction.

F Chen, P Wang, D Wang, W Jia, G Chen - CSEDU (2), 2024 - scitepress.org
In primary education, effective dialogic strategies employed by teachers play a crucial role in
stimulating student engagement in classroom discussions. Despite this, a gap exists in …

Mapping Engagement Dynamics in Online Adult Education

N Bergdahl - Conference Proceedings. The Future of …, 2024 - conference.pixel-online.net
In Sweden, 95% of adult learners at the compulsory school level and 47% at the upper
secondary level were foreign-born in 2022 [1]. This explains why language learning is in …

Desarrollo de Modelos Supervisados para Regresión

R CÁMARA RICO - 2024 - crea.ujaen.es
El uso de Ciencia de Datos mediante técnicas de Inteligencia Artificial permite extraer
conocimiento de forma automática en contextos de datos masivos reduciendo costos, en …