Marathon Race Planning: A Case-Based Reasoning Approach

Marathon Race Planning: A Case-Based Reasoning Approach

Barry Smyth, Padraig Cunningham

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence
Best Sister Conferences. Pages 5364-5368. https://doi.org/10.24963/ijcai.2018/754

We describe and evaluate a novel application of case-based reasoning to help marathon runners to achieve a personal best by: (a) predicting a challenging, but realistic race-time; and (b) recommending a race-plan to achieve this time.
Keywords:
Knowledge Representation and Reasoning: Case-based reasoning
Machine Learning: Machine Learning
Machine Learning: New Problems