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Enhancing Spatial Problem-Solving Through Data-Driven Methods: A Practical Approach Utilizing Immersive Technologies and Multimodal Physical Tracking

Abstract

This project aims to explore how data-driven methods can be used to enhance humans’ problem-solving skills in spatial tasks and how they can be integrated into immersive tutoring systems. The goal is to provide an enhanced, state-dependent approach that is also applicable outside the laboratory, within real-life scenarios. Digital tutoring and learning systems are typically expert systems and follow a predefined training routine. Ongoing research concentrates on adaptive methods within affective- and cognition-aware systems, yet there is comparatively less investigation into recognizing and adapting problem-solving strategies. Spatial skill have been shown to be especially important for STEM (Science, Technology, Engineering, Mathematics) disciplines in general. Due to their design, immersive systems are particularly suitable for training of spatial skills and are thus frequently utilized for this.

Zitieren

1.
Bendig H. Enhancing Spatial Problem-Solving Through Data-Driven Methods: A Practical Approach Utilizing Immersive Technologies and Multimodal Physical Tracking. In: Companion Proceedings of the 29th International Conference on Intelligent User Interfaces. New York, NY, USA: Association for Computing Machinery; 2024:150–152. doi:10.1145/3640544.3645244.
Bendig, H. . (2024). Enhancing Spatial Problem-Solving Through Data-Driven Methods: A Practical Approach Utilizing Immersive Technologies and Multimodal Physical Tracking. In Companion Proceedings of the 29th International Conference on Intelligent User Interfaces (S. 150–152). New York, NY, USA: Association for Computing Machinery. http://doi.org/10.1145/3640544.3645244 (Original work published März 2024)
Bendig, Henner. (2024) 2024. „Enhancing Spatial Problem-Solving Through Data-Driven Methods: A Practical Approach Utilizing Immersive Technologies and Multimodal Physical Tracking“. In Companion Proceedings of the 29th International Conference on Intelligent User Interfaces, 150–152. New York, NY, USA: Association for Computing Machinery. doi:10.1145/3640544.3645244.
Bendig, Henner. „Enhancing Spatial Problem-Solving Through Data-Driven Methods: A Practical Approach Utilizing Immersive Technologies and Multimodal Physical Tracking“. Companion Proceedings of the 29th International Conference on Intelligent User Interfaces. New York, NY, USA: Association for Computing Machinery, 2024. 150–152.
Bendig, Henner. „Enhancing Spatial Problem-Solving Through Data-Driven Methods: A Practical Approach Utilizing Immersive Technologies and Multimodal Physical Tracking“. 2024. Companion Proceedings of the 29th International Conference on Intelligent User Interfaces, Association for Computing Machinery, 2024, S. 150–152, doi:10.1145/3640544.3645244.

Details

  • Date Published

    03/2024
  • Number of Pages

    150–152
  • Publisher

    Association for Computing Machinery
  • Conference Location

    New York, NY, USA
  • ISBN Number

    9798400705090
  • URL

    https://doi.org/10.1145/3640544.3645244