Development of an ai-supported training methodology for triathletes

Abdugabbarov, Asilbek

Педагогик акмеология · 2026-yil

Annotatsiya

The purpose of this study was to develop a scientifically grounded methodology for managing triathletes’ training in which artificial intelligence (AI) is used as a decision-support tool for the coach. The study followed a design-oriented methodological approach. Scientific literature on endurance monitoring, training load, heart rate variability, wearable technology, and machine learning was analysed; data requirements were defined; an algorithm for daily readiness assessment and weekly load adjustment was developed; and safety and pedagogical-control criteria were formulated. The resulting methodology integrates swimming, cycling, and running data with heart rate, heart rate variability, sleep, perceived exertion, and subjective well-being. A closed loop is proposed: data acquisition, quality control, state assessment, recommendation, coach decision, and feedback. AI classifies the athlete’s state, identifies atypical changes, and proposes adjustments to volume, intensity, and recovery. Final authority, however, remains with the coach and, where appropriate, a medical professional. The practical value of the methodology lies in its potential use by sports schools, clubs, and individually coached athletes. A controlled trial using real athlete data is required to determine its effectiveness.

Maqola ma’lumotlari
MualliflarAbdugabbarov, Asilbek
JurnalПедагогик акмеология
NashriyotБухоро давлат педагогика институти
ISSN2181-3787
Nashr sanasi2026-10-14
Jild8
Son37
TilIngliz
Ilmiy sohaPedagogika
Indeksga qo‘shilgan2026-10-18

Maqolaning asl sahifasi

Kalit so‘zlar

triathlon, artificial intelligence, machine learning, triathlon, artificial intelligence, machine learning, triathlon, artificial intelligence, machine learning

Ilmiy soha

Pedagogika

Iqtibos keltirish

APAAbdugabbarov, Asilbek (2026). DEVELOPMENT OF AN AI-SUPPORTED TRAINING METHODOLOGY FOR TRIATHLETES. Педагогик акмеология, 8(37). https://paresearchjournal.uz/index.php/journal/article/view/1354
GOST (OAK)Abdugabbarov, Asilbek DEVELOPMENT OF AN AI-SUPPORTED TRAINING METHODOLOGY FOR TRIATHLETES // Педагогик акмеология. – 2026. – T. 8, № 37.
MLAAbdugabbarov, Asilbek. “DEVELOPMENT OF AN AI-SUPPORTED TRAINING METHODOLOGY FOR TRIATHLETES.” Педагогик акмеология, 8(37), 2026. https://paresearchjournal.uz/index.php/journal/article/view/1354
ChicagoAbdugabbarov, Asilbek. “DEVELOPMENT OF AN AI-SUPPORTED TRAINING METHODOLOGY FOR TRIATHLETES.” Педагогик акмеология, 8(37) (2026). https://paresearchjournal.uz/index.php/journal/article/view/1354
HarvardAbdugabbarov, Asilbek (2026) ‘DEVELOPMENT OF AN AI-SUPPORTED TRAINING METHODOLOGY FOR TRIATHLETES’, Педагогик акмеология, 8(37). https://paresearchjournal.uz/index.php/journal/article/view/1354
BibTeX
@article{abdugabbarovasilbek2026,
  title = {DEVELOPMENT OF AN AI-SUPPORTED TRAINING METHODOLOGY FOR TRIATHLETES},
  author = {Abdugabbarov, Asilbek},
  journal = {Педагогик акмеология},
  year = {2026},
  volume = {8},
  number = {37},
  url = {https://paresearchjournal.uz/index.php/journal/article/view/1354}
}

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