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Machine learning for tracking illegal wildlife trade on social media

Nature Ecology & Evolutionvolume 2pages406407 (2018) | Download Citation

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  1. 1.

    Xiao, Y., Guan, J. & Xu, L. Wildlife Cybercrime in China (TRAFFIC, Cambridge, 2017).

  2. 2.

    Harrison, J. R., Roberts, D. L. & Hernandez-Castro, J. Conserv. Biol. 30, 900–904 (2016).

  3. 3.

    Yu, X. & Jia, W. Moving Targets: Tracking Online Sales of Illegal Wildlife (TRAFFIC, Cambridge, 2015).

  4. 4.

    Hastie, J. & McCrea-Steele, T. Wanted - Dead or Alive: Exposing Online Wildlife Trade (International Fund for Animal Welfare, London, 2014).

  5. 5.

    LeCun, Y., Bengio, Y. & Hinton, G. Nature 521, 436–444 (2015).

  6. 6.

    Di Minin, E., Tenkanen, H. & Toivonen, T. Front. Environ. Sci. 3, 63 (2015).

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E.D.M. thanks the Academy of Finland 2016–2019, Grant 296524, for support. C.F. thanks the University of Helsinki for support via an Early Career Grant to E.D.M. T.H. was funded by the Finnish Cultural Foundation. H.T. thanks the DENVI doctoral programme at the University of Helsinki for support.

Author information


  1. Digital Geography Lab, Department of Geosciences and Geography, University of Helsinki, Helsinki, FI-00014, Finland

    • Enrico Di Minin
    • , Christoph Fink
    • , Henrikki Tenkanen
    •  & Tuomo Hiippala
  2. School of Life Sciences, University of KwaZulu-Natal, Durban, 4000, South Africa

    • Enrico Di Minin
  3. Department of Languages, University of Helsinki, Helsinki, FI-00014, Finland

    • Tuomo Hiippala


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The authors declare no competing financial interests.

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Correspondence to Enrico Di Minin.

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