Running with Recommendation. - Jakim Berndsen; Aonghus Lawlor; Barry Smyth (HealthRecSys@RecSys, 2017)

Pace my race: recommendations for marathon running. - Jakim Berndsen; Barry Smyth; Aonghus Lawlor (RecSys, 2019)

A Collaborative Filtering Approach to Successfully Completing The Marathon. - Jakim Berndsen; Barry Smyth; Aonghus Lawlor (ICMLA, 2020)

Mining Marathon Training Data to Generate Useful User Profiles. - Jakim Berndsen; Barry Smyth; Aonghus Lawlor (MLSA@PKDD/ECML, 2020)

Fit to Run: Personalised Recommendations for Marathon Training. - Jakim Berndsen; Barry Smyth; Aonghus Lawlor (RecSys, 2020)

Comment on "Black Box Prediction Methods in Sports Medicine Deserve a Red Card for Reckless Practice: A Change of Tactics is Needed to Advance Athlete Care". - Jakim Berndsen; Derek McHugh (CoRR, 2022)

Recommendations for marathon runners: on the application of recommender systems and machine learning to support recreational marathon runners. - Barry Smyth; Aonghus Lawlor; Jakim Berndsen; Ciara Feely (User Model. User Adapt. Interact., 2022)