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A look inside the Pl@ntNet experience. The good, the bias and the hope

Joly Alexis, Bonnet Pierre, Goeau Hervé, Barbe Julien, Selmi Souheil, Champ Julien, Dufour-Kowalski Samuel, Affouard Antoine, Carré Jennifer, Molino Jean-François, Boujemaa Nozha, Barthélémy Daniel. 2016. A look inside the Pl@ntNet experience. The good, the bias and the hope. Multimedia Systems, 22 (6) : pp. 751-766.

Journal article ; Article de revue à facteur d'impact
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Quartile : Q1, Sujet : COMPUTER SCIENCE, THEORY & METHODS / Quartile : Q2, Sujet : COMPUTER SCIENCE, INFORMATION SYSTEMS

Abstract : Pl@ntNet is an innovative participatory sensing platform relying on image-based plants identification as a mean to enlist non-expert contributors and facilitate the production of botanical observation data. One year after the public launch of the mobile application, we carry out a self-critical evaluation of the experience with regard to the requirements of a sustainable and effective ecological surveillance tool. We first demonstrate the attractiveness of the developed multimedia system (with more than 90K end-users) and the nice self-improving capacities of the whole collaborative workflow. We then point out the current limitations of the approach towards producing timely and accurate distribution maps of plants at a very large scale. We discuss in particular two main issues: the bias and the incompleteness of the produced data. We finally open new perspectives and describe upcoming realizations towards bridging these gaps. (Résumé d'auteur)

Classification Agris : F70 - Plant taxonomy and geography
C30 - Documentation and information

Champ stratégique Cirad : Axe 6 (2014-2018) - Sociétés, natures et territoires

Auteurs et affiliations

  • Joly Alexis, INRIA (FRA)
  • Bonnet Pierre, CIRAD-BIOS-UMR AMAP (FRA) ORCID: 0000-0002-2828-4389
  • Goeau Hervé, INRIA (FRA)
  • Barbe Julien, INRIA (FRA)
  • Selmi Souheil, INRIA (FRA)
  • Champ Julien, INRIA (FRA)
  • Dufour-Kowalski Samuel, INRA (FRA)
  • Affouard Antoine, IRD (FRA)
  • Carré Jennifer, Tela Botanica (FRA)
  • Molino Jean-François, IRD (FRA)
  • Boujemaa Nozha, INRIA (FRA)
  • Barthélémy Daniel, CIRAD-DG-Saurs (FRA) ORCID: 0000-0003-3187-2517

Source : Cirad-Agritrop (https://agritrop.cirad.fr/577377/)

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