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Identifying Telecommunication strategies and investment Opportunities in Latin American Countries Based on Clustering Analysis

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  • Peñas-de Pablo, José Miguel
  • Portilla-Figueras, José Antonio
  • Navío-Marco, Julio
  • Salcedo-Sanz, Sancho

Abstract

In this paper we present a methodology for feature selection and clustering over variables describing countries’ economies and ICT indicators to study and identify investment opportunities, based on similarities between European and Latin American countries. We address two different problems. First, the work is based on a feature selection problem carried out with the Coral Reef Optimization algorithm. The CRO is a novel bio-inspired based on the simulation of reef formation and coral reproduction. On the other hand, the K-Means++ method is a high-performance robust tool designed to solve clustering problems. Together, both algorithms are able to successfully identify investment opportunities in Latin America and quantify the potential of the telecommunications industry in both regional areas. The work considers different economical and ICT’s variables from different European and Latin America countries datasets (mainly Agenda 21 and other available and global sources) for the period 2002-2012.

Suggested Citation

  • Peñas-de Pablo, José Miguel & Portilla-Figueras, José Antonio & Navío-Marco, Julio & Salcedo-Sanz, Sancho, 2015. "Identifying Telecommunication strategies and investment Opportunities in Latin American Countries Based on Clustering Analysis," 26th European Regional ITS Conference, Madrid 2015 127175, International Telecommunications Society (ITS).
    • Handle: RePEc:zbw:itse15:127175
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    References listed on IDEAS

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    1. Baranes, Edmond & Poudou, Jean-Christophe, 2011. "Internet access and investment incentives for broadband service providers," 22nd European Regional ITS Conference, Budapest 2011: Innovative ICT Applications - Emerging Regulatory, Economic and Policy Issues 52196, International Telecommunications Society (ITS).
    2. Mariscal, Judith & Rivera, Eugenio, 0. "New trends in the Latin American telecommunications market: Telefonica & Telmex," Telecommunications Policy, Elsevier, vol. 29(9-10), pages 757-777, October.
    3. Fink, Carsten & Mattoo, Aaditya & Rathindran, Randeep, 2003. "An assessment of telecommunications reform in developing countries," Information Economics and Policy, Elsevier, vol. 15(4), pages 443-466, December.
    4. Lasso, Juan Pablo & Ahmed, Ashraf Awadelkarim Widaa & Markendahl, Jan, 2013. "Mobile network sharing trends in developing and developed mobile markets (regulations and market forces): A comparison between selected Latin American markets and Sweden," 24th European Regional ITS Conference, Florence 2013 88460, International Telecommunications Society (ITS).
    5. Feijoo, Claudio & Gómez-Barroso, José-Luis & Ramos, Sergio & Coomonte, Rafael, 2011. "The mobile communications role in next generation networks: The case of Spain," 22nd European Regional ITS Conference, Budapest 2011: Innovative ICT Applications - Emerging Regulatory, Economic and Policy Issues 52201, International Telecommunications Society (ITS).
    6. Garbacz, Christopher & Thompson Jr, Herbert G., 2007. "Demand for telecommunication services in developing countries," Telecommunications Policy, Elsevier, vol. 31(5), pages 276-289, June.
    Full references (including those not matched with items on IDEAS)

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    Keywords

    ICT Market; Coral Reef Optimization algorithm; K-Means++ Clustering; Investment Opportunities; Europe; Latin America;
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