<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>Our research aims at supporting personal cycling trainer applications in training planning and feedback giving to nonprofessional outdoor cyclists, based on a general reference. In this paper we present the created dataset. According to our present knowledge, this data collection is the first public dataset containing cycling activities recorded outdoor. Its usability for training planning and feedback giving is demonstrated through an example. The dataset is clustered according to age groups, considering distance and average speed as the two most influential features when predicting the time required for training. These clusters are then applied as references in feedback giving and goal setting.</p>
</abstract>

Our research aims at supporting personal cycling trainer applications in training planning and feedback giving to nonprofessional outdoor cyclists, based on a general reference. In this paper we present the created dataset. According to our present knowledge, this data collection is the first public dataset containing cycling activities recorded outdoor. Its usability for training planning and feedback giving is demonstrated through an example. The dataset is clustered according to age groups, considering distance and average speed as the two most influential features when predicting the time required for training. These clusters are then applied as references in feedback giving and goal setting.

Cycling Activity Dataset Creation and Application for Feedback Giving

Acta Marisiensis. Seria Technologica

This work is licensed under the Creative Commons Attribution 4.0 International License.

{"article-title":"Cycling Activity Dataset Creation and Application for Feedback Giving"}

Our research aims at supporting personal cycling trainer applications in training planning and feedback giving to nonprofessional outdoor cyclists, based on a...

Cycling Activity Dataset Creation and Application for Feedback Giving

Publié en ligne: 15 nov. 2021

Pages: 29 - 35

DOI: https://doi.org/10.2478/amset-2021-0015

Mots clés
Outdoor cycling dataset, Sports data mining, Cycling performance feedback, Personal cycling trainer

© 2021 Dorina K. Ferencsik et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Cycling Activity Dataset Creation and Application for Feedback Giving

Publié en ligne: 15 nov. 2021

Pages: 29 - 35

DOI: https://doi.org/10.2478/amset-2021-0015

Mots clésOutdoor cycling dataset, Sports data mining, Cycling performance feedback, Personal cycling trainer

© 2021 Dorina K. Ferencsik et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Mots clés
Outdoor cycling dataset, Sports data mining, Cycling performance feedback, Personal cycling trainer