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Cognitive Interaction Technology in Sport-Improving Performance by Individualized Diagnostics and Error Prediction.

Benjamin Strenge1, Dirk Koester2, Thomas Schack1

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Summary

Cognitive Interaction Technology (CIT) in sports uses AI to predict karate performance. This system analyzes movement sequences, correlating predictions with skill level and error likelihood to guide personalized training.

Keywords:
SDA-Mcognitive assistance systemsethical issue recognitionkarate athletes/performancekarate katamental representation structures

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Area of Science:

  • Interdisciplinary field of Cognitive Interaction Technology (CIT).
  • Focus on human-technology interaction within socio-technical systems.
  • Application of CIT in sport psychology.

Background:

  • Growing interest in CIT due to advancements in cognitive robotics, virtual/augmented reality, and neurotechnology.
  • Need for better understanding and support of human-technology interactions in sports.
  • Development of cognitive assistance systems for automated assessment of action sequences.

Purpose of the Study:

  • Outline the research area of CIT in sport psychology.
  • Address ethical considerations in developing CIT for sports.
  • Present an empirical study on a new measurement and assessment system for karate training.

Main Methods:

  • Utilized advanced software-based surveys and algorithmic analysis based on cognitive models.
  • Developed a new measurement and assessment system for karate training.
  • Empirical investigation with karate practitioners of varying skill levels using the Kanku-dai kata.

Main Results:

  • Individualized performance predictions for movement sequences were generated.
  • Predictions significantly correlated with formal expertise (kyu/dan rank).
  • Predictions also correlated with the likelihood of errors in action execution.

Conclusions:

  • CIT can provide individualized performance predictions for karate practitioners.
  • This information can inform personalized training goals and deliberate practice.
  • Cognitive interaction systems offer potential benefits for effective and flexible sports training, emphasizing ethical considerations.