On the Hierarchical Component Structure of the World Air Transport Network | SpringerLink
Skip to main content

On the Hierarchical Component Structure of the World Air Transport Network

  • Conference paper
  • First Online:
Complex Networks & Their Applications XII (COMPLEX NETWORKS 2023)

Part of the book series: Studies in Computational Intelligence ((SCI,volume 1142))

Included in the following conference series:

  • 950 Accesses

Abstract

In an era of global interconnectedness, transportation networks serve as vital conduits for international relations, trade, and cultural exchange. Previous research has extensively examined the worldwide air transportation network at three distinct levels: global, regional, and national, with contributions from various researchers shedding light on different facets of the network. Focusing on densely connected regions that extend from other dense areas, this study unveils the hierarchical structure of the global air transport network. Results emphasize the multi-level nature of the network, from significant regions to country-based divisions and ultimately to the intricate hub-and-spoke model. One observes increased hub dominance and negative assortativity values as one delves deeper into the network’s hierarchy. This investigation brings a more comprehensive understanding of the global air transport network and its intricate hierarchical organization.

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

Access this chapter

Subscribe and save

Springer+ Basic
¥17,985 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
JPY 3498
Price includes VAT (Japan)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
JPY 22879
Price includes VAT (Japan)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
JPY 28599
Price includes VAT (Japan)
  • Durable hardcover 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

Similar content being viewed by others

References

  1. Guimera, R., Amaral, L.A.N.: Modeling the world-wide airport network. Eur. Phys. J. B 38(2), 381–385 (2004)

    Google Scholar 

  2. Guimera, R., Mossa, S., Turtschi, A., Amaral, L.A.N.: The worldwide air transportation network: anomalous centrality, community structure, and cities’ global roles. In: Proceedings of the National Academy of Sciences, 102(22), 7794–7799 (2005)

    Google Scholar 

  3. Sun, X., Wandelt, S., Zanin, M.: Worldwide air transportation networks: a matter of scale and fractality? Transportmetrica A: Transp. Sci. 13(7), 607–630 (2017)

    Article  Google Scholar 

  4. Cheung, T.K.Y., Wong, C.W.H., Zhang, A.: The evolution of aviation network: global airport connectivity index 2006–2016. Transp. Res. Part E: Logist. Transp. Rev. 133, 101826 (2020)

    Google Scholar 

  5. Diop, I.M., Cherifi, C., Diallo, C., Cherifi, H.: Revealing the component structure of the world air transportation network. Appl. Netw. Sci. 6(1), 1–50 (2021)

    Article  Google Scholar 

  6. Lordan, O., Sallan, J.M.: Analyzing the multilevel structure of the European airport network. Chinese J. Aeronaut. 30(2), 554–560 (2017)

    Article  Google Scholar 

  7. Dai, L., Derudder, B., Liu, X.: The evolving structure of the southeast Asian air transport network through the lens of complex networks, 1979–2012. J. Transp. Geogr. 68, 67–77 (2018)

    Article  Google Scholar 

  8. Guida, M., Maria, F.: Topology of the Italian airport network: a scale-free small-world network with a fractal structure? Chaos, Solitons Fractals 31(3), 527–536 (2007)

    Article  Google Scholar 

  9. Bagler, G.: Analysis of the airport network of India as a complex weighted network. Phys. A 387(12), 2972–2980 (2008)

    Article  Google Scholar 

  10. Cherifi, H., Palla, G., Szymanski, B.K., Lu, X.: On community structure in complex networks: challenges and opportunities. Appl. Netw. Sci. 4(1), 1–35 (2019)

    Article  Google Scholar 

  11. Orman, K., Labatut, V., Cherifi, H.: An empirical study of the relation between community structure and transitivity. In: Complex Networks, pp. 99–110. Springer Berlin, Heidelberg (2013). https://doi.org/10.1007/978-3-642-30287-9_11

  12. Gupta, N., Singh, A., Cherifi, H.: Community-based immunization strategies for epidemic control. In: 2015 7th International Conference on Communication Systems and Networks (COMSNETS), pp. 1–6. IEEE (2015)

    Google Scholar 

  13. Chakraborty, D., Singh, A., Cherifi, H.: Immunization strategies based on the overlapping nodes in networks with community structure. In: Nguyen, H.T.T., Snasel, V. (eds.) CSoNet 2016. LNCS, vol. 9795, pp. 62–73. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-42345-6_6

    Chapter  Google Scholar 

  14. Kumar, M., Singh, A., Cherifi, H.: An efficient immunization strategy using overlapping nodes and its neighborhoods. In: Companion Proceedings of the The Web Conference, vol. 2018, pp. 1269–1275 (2018)

    Google Scholar 

  15. Lasfar, A., Mouline, S., Aboutajdine, D., Cherifi, H.: Content-based retrieval in fractal coded image databases. In: Proceedings 15th International Conference on Pattern Recognition. ICPR-2000, vol. 1, pp. 1031–1034. IEEE (2000)

    Google Scholar 

  16. Demirkesen, C., Cherifi, H.: A comparison of multiclass SVM methods for real world natural scenes. In: Blanc-Talon, J., Bourennane, S., Philips, W., Popescu, D., Scheunders, P. (eds.) ACIVS 2008. LNCS, vol. 5259, pp. 752–763. Springer, Heidelberg (2008). https://doi.org/10.1007/978-3-540-88458-3_68

    Chapter  Google Scholar 

  17. Hamidi, M., Chetouani, A., El Haziti, M., El Hassouni, M., Cherifi, H.: Blind robust 3D mesh watermarking based on mesh saliency and wavelet transform for copyright protection. Information 10(2), 67 (2019)

    Article  Google Scholar 

  18. Orman, G.K., Labatut, V., Cherifi, H.: Towards realistic artificial benchmark for community detection algorithms evaluation. Int. J. Web Based Commun. 9(3), 349–370 (2013)

    Google Scholar 

  19. Ghalmane, Z., Cherifi, C., Cherifi, H., El Hassouni, M.: Extracting backbones in weighted modular complex networks. Sci. Rep. 10(1), 15539 (2020)

    Article  Google Scholar 

  20. Rajeh, S., Savonnet, M., Leclercq, E., Cherifi, H.: Interplay between hierarchy and centrality in complex networks. IEEE Access 8, 129717–129742 (2020)

    Article  Google Scholar 

  21. Rajeh, S., Savonnet, M., Leclercq, E., Cherifi, H.: Characterizing the interactions between classical and community-aware centrality measures in complex networks. Sci. Rep. 11(1), 10088 (2021)

    Article  Google Scholar 

  22. Rajeh, S., Savonnet, M., Leclercq, E., Cherifi, H.: Comparative evaluation of community-aware centrality measures. Quality Quantity 57(2), 1273–1302 (2023)

    Article  Google Scholar 

  23. Alves, L.G.A., Aleta, A., Rodrigues, F.A., Moreno, Y., Amaral, L.A.N.: Centrality anomalies in complex networks as a result of model over-simplification. New J. Phys. 22(1), 013043 (2020)

    Article  MathSciNet  Google Scholar 

  24. Schaub, M.T., Li, J., Peel, L.: Hierarchical community structure in networks. Phys. Rev. E 107(5), 054305 (2023)

    Google Scholar 

  25. Polanco, A., Newman, M.E.J.: Hierarchical core-periphery structure in networks. arXiv preprint arXiv:2301.03630 (2023)

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Issa Moussa Diop .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2024 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Diop, I.M., Diallo, C., Cherifi, C., Cherifi, H. (2024). On the Hierarchical Component Structure of the World Air Transport Network. In: Cherifi, H., Rocha, L.M., Cherifi, C., Donduran, M. (eds) Complex Networks & Their Applications XII. COMPLEX NETWORKS 2023. Studies in Computational Intelligence, vol 1142. Springer, Cham. https://doi.org/10.1007/978-3-031-53499-7_19

Download citation

  • DOI: https://doi.org/10.1007/978-3-031-53499-7_19

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-53498-0

  • Online ISBN: 978-3-031-53499-7

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics