Skip to main content

A Literature-Based Approach to a Narco-Network

  • Conference paper
  • First Online:
Social Informatics (SocInfo 2014)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 8852))

Included in the following conference series:

Abstract

In this work we used a combined text-mining/manual-curing approach in order to mine the Spanish-written book “Los Señores del Narco” and identify the narco social network. In our method, nodes are book characters and links are created when the closeness between those characters is under a certain threshold value along the text. Results show the network of the principal drug-dealers of México as well as some politicians or members of the national police department. A community analysis shows some separated groups corresponding to well-known drug cartels. The analysis presented here remarks the importance of the text mining tools to understand relationships among individuals –specially the qualitative character of the interactions– which could be difficult by using other approaches.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Guerrero-Gutierrez, E.: Drugs and violence: México’s addiction (2010). http://www.bbc.com/news/world-latin-america-11174174

  2. Reveles, J.: El Cártel Incómodo. Grijalbo (2011)

    Google Scholar 

  3. Hernández, A.: Los Señores del Narco. Grijalbo (2010)

    Google Scholar 

  4. Osorno, D.E.: El Cártel de Sinaloa. Grijalbo (2011)

    Google Scholar 

  5. Shannon, P., et al.: Cytoscape: a software environment for integrated models of biomolecular interaction networks. Genome Res. 13, 2498–2504 (2003)

    Article  Google Scholar 

  6. Edler, D., Rosvall, M.: The MapEquation software package (2013). http://www.mapequation.org

  7. van Baal, J., Benner, P.: Debian mcl package. http://micans.org/mcl

  8. Rosvall, M., Bergstrom, C.T.: Maps of random walks on complex networks reveal community structure. Proceedings of the National Academy of Sciences 105(4), 1118–1123 (2008)

    Article  Google Scholar 

  9. Van Dongen, S.M.: Graph clustering by flow simulation. PhD thesis, University of Utrecht (2000)

    Google Scholar 

  10. Watts, D.J., Strogatz, S.H.: Collective dynamics of ‘small-world’ networks. Nature 393, 440–442

    Google Scholar 

  11. Zipf, G.K.: Human behavior and the principle of least effort, p. 573. Addison-Wesley Press, Oxford (1949)

    Google Scholar 

  12. Barabasi, A.L., Albert, R.: Statistical mechanics of complex networks. Rev. Mod. Phys. 74, 47 (2002)

    Article  MathSciNet  Google Scholar 

  13. Newman, M.E.J.: The structure and function of complex networks. SIAM Rev. 45(167), 256 (2003)

    Google Scholar 

  14. Newman, M.E.J.: Networks: An Introduction. Oxford University Press, New York (2010)

    Book  Google Scholar 

  15. Hernandez, A., Saviano, R.: Narcoland: The Mexican Drug Lords and Their Godfathers Verso Books (2013)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jesús Espinal-Enríquez .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2015 Springer International Publishing Switzerland

About this paper

Cite this paper

Espinal-Enríquez, J., Siqueiros-García, J.M., García-Herrera, R., Alcalá-Corona, S.A. (2015). A Literature-Based Approach to a Narco-Network. In: Aiello, L., McFarland, D. (eds) Social Informatics. SocInfo 2014. Lecture Notes in Computer Science(), vol 8852. Springer, Cham. https://doi.org/10.1007/978-3-319-15168-7_13

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-15168-7_13

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-15167-0

  • Online ISBN: 978-3-319-15168-7

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics