Overview of LifeCLEF 2018: A large-scale evaluation of species identification and recommendation algorithms in the era of AI

Joly Alexis, Goeau Hervé, Botella Christophe, Glotin Hervé, Bonnet Pierre, Vellinga Willem-Pier, Planqué Robert, Müller Henning. 2018. Overview of LifeCLEF 2018: A large-scale evaluation of species identification and recommendation algorithms in the era of AI. In : Experimental IR meets multilinguality, multimodality, and interaction. Bellot Patrice (ed.), Trabelsi Chiraz (ed.), Mothe Josiane (ed.), Murtagh Fionn (ed.), Nie Jian Yun (ed.), Soulier Laure (ed.), San Juan Eric (ed.), Cappellato Linda (ed.), Ferro Nicola (ed.). Cham : Springer, 247-266. (Lecture Notes in Computer Science, 11018) ISBN 978-3-319-98931-0 International Conference of the CLEF Association (CLEF 2018). 9, Avignon, France, 10 Septembre 2018/14 Septembre 2018.

Résumé : Building accurate knowledge of the identity, the geographic distribution and the evolution of living species is essential for a sustainable development of humanity, as well as for biodiversity conservation. Unfortunately, such basic information is often only partially available for professional stakeholders, teachers, scientists and citizens, and often incomplete for ecosystems that possess the highest diversity. In this context, an ultimate ambition is to set up innovative information systems relying on the automated identification and understanding of living organisms as a means to engage massive crowds of observers and boost the production of biodiversity and agro-biodiversity data. The LifeCLEF 2018 initiative proposes three data-oriented challenges related to this vision, in the continuity of the previous editions, but with several consistent novelties intended to push the boundaries of the state-of-theart in several research directions. This paper•describes the methodology of the conducted evaluations as well as the synthesis of the main results and lessons learned.

Auteurs et affiliations

• Joly Alexis, INRIA (FRA)
• Goeau Hervé, CIRAD-BIOS-UMR AMAP (FRA)
• Botella Christophe, INRIA (FRA)
• Glotin Hervé, Université de Toulon et du Var (FRA)
• Bonnet Pierre, CIRAD-BIOS-UMR AMAP (FRA) ORCID: 0000-0002-2828-4389
• Vellinga Willem-Pier, Xeno-canto foundation (NLD)
• Planqué Robert, Xeno-canto foundation (NLD)
• Müller Henning, HES (CHE)

Source : Cirad-Agritrop (https://agritrop.cirad.fr/600057/)

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