Dataset for Evaluating the Effects of an Integrated Adaptive AI-Supported Escape-Room-Base

A 16.8 KB Excel dataset uploaded on figshare in April 2026 evaluates the effects of an adaptive AI-supported mathematics serious game. The dataset likely contains results from a study comparing a mastery-driven adaptive version (MathMystery) with Bayesian Knowledge Tracing and GenAI support against a non-adaptive version. It was authored by Cheng Yee Yap and is licensed under CC-BY-4.0.

Use Cases

• Evaluate the effectiveness of adaptive serious games based on learning outcomes mentioned in the description.
• Compare learning gains between AI-supported and non-adaptive educational interventions based on the study's comparative design.
• Analyze the impact of Bayesian Knowledge Tracing models in educational games based on the described integration.
• Assess the role of generative AI support in mathematics learning based on the described GenAI component.

Strengths

• Dataset is openly licensed under CC-BY-4.0, facilitating reuse.
• Focuses on a specific educational intervention (MathMystery) with a clear comparative design.
• File format is XLSX, which is widely accessible for analysis.

Limitations

• Row count and column definitions are unknown, limiting suitability assessment.
• Dataset size is only 16.8 KB, indicating a very limited scope or sample.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

figshare

Collection Method

Likely gathered from an experimental study evaluating a serious game intervention.

Freshness

Last updated 2026-04-27 06:52:26; freshness should be verified.

Geography

Malaysia