Challenge design roadmap - Archive ouverte HAL Accéder directement au contenu
Chapitre D'ouvrage Année : 2023

Challenge design roadmap

Addison Howard
  • Fonction : Auteur
  • PersonId : 1322045
Walter Reade
  • Fonction : Auteur
  • PersonId : 1322046
Sebastien Treguer
  • Fonction : Auteur
  • PersonId : 1092606

Résumé

Challenges can be seen as a type of game that motivates participants to solve serious tasks. As a result, competition organizers must develop effective game rules. However, these rules have multiple objectives beyond making the game enjoyable for participants. These objectives may include solving real-world problems, advancing scientific or technical areas, making scientific discoveries, and educating the public. In many ways, creating a challenge is similar to launching a product. It requires the same level of excitement and rigorous testing, and the goal is to attract "customers" in the form of participants. The process begins with a solid plan, such as a competition proposal that will eventually be submitted to an international conference and subjected to peer review. Although peer review does not guarantee quality, it does force organizers to consider the impact of their challenge, identify potential oversights, and generally improve its quality. This chapter provides guidelines for creating a strong plan for a challenge. The material draws on the preparation guidelines from organizations such as Kaggle 1 , ChaLearn 2 and Tailor 3 , as well as the NeurIPS proposal template, which some of the authors contributed to.
Fichier principal
Vignette du fichier
Chapter2.pdf (796.37 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)

Dates et versions

hal-04333280 , version 1 (22-12-2023)
hal-04333280 , version 2 (15-01-2024)

Licence

Paternité - Partage selon les Conditions Initiales

Identifiants

Citer

Hugo Jair Escalante Balderas, Isabelle Guyon, Addison Howard, Walter Reade, Sebastien Treguer. Challenge design roadmap. AI Competitions and Benchmarks: The Science Behind the Contests, In press. ⟨hal-04333280v2⟩
52 Consultations
50 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More