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Analysis of Research Topics and Scientific Collaborations in Renewable Energy Using Community Detection

Author

Listed:
  • Alfredo Alcayde

    (Department of Engineering, University of Almeria, ceiA3, 04120 Almeria, Spain)

  • Francisco G. Montoya

    (Department of Engineering, University of Almeria, ceiA3, 04120 Almeria, Spain)

  • Raul Baños

    (Department of Engineering, University of Almeria, ceiA3, 04120 Almeria, Spain)

  • Alberto-Jesús Perea-Moreno

    (Departamento de Física Aplicada, Universidad de Córdoba, ceiA3, Campus de Rabanales, 14071 Córdoba, Spain)

  • Francisco Manzano-Agugliaro

    (Department of Engineering, University of Almeria, ceiA3, 04120 Almeria, Spain)

Abstract

Renewable energy is a key breakthrough to mitigate carbon emissions, to reduce global warming, and for the creation of sustainable societies. Renewable energy is a broad area that includes different technologies that are being continuously improved to increase their efficiency and reduce cost. Many papers have been published in the last decades dealing with renewable energy issues, which is why it becomes important to determine the main topics of research, the main publications devoted to publishing scientific papers about renewable energy, and how researchers collaborate in this discipline. With these aims in view, this paper presents an advanced method for analysing publications about renewable energy and scientific collaboration networks in this field. This method is based on automatically obtaining bibliographic data from scientific publications through the use of the Scopus Database API Interface, which are then analysed using community detection algorithms and graph visualization software. The results obtained show that it is possible to determine the main areas of research activity as well as to identify the structures of the collaboration network in the field of renewable energy.

Suggested Citation

  • Alfredo Alcayde & Francisco G. Montoya & Raul Baños & Alberto-Jesús Perea-Moreno & Francisco Manzano-Agugliaro, 2018. "Analysis of Research Topics and Scientific Collaborations in Renewable Energy Using Community Detection," Sustainability, MDPI, vol. 10(12), pages 1-17, November.
    • Handle: RePEc:gam:jsusta:v:10:y:2018:i:12:p:4510-:d:186571
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    References listed on IDEAS

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    Citations

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    Cited by:

    1. Bourcet, Clémence, 2020. "Empirical determinants of renewable energy deployment: A systematic literature review," Energy Economics, Elsevier, vol. 85(C).
    2. Chankook Park & Minkyu Kim, 2021. "A Study on the Characteristics of Academic Topics Related to Renewable Energy Using the Structural Topic Modeling and the Weak Signal Concept," Energies, MDPI, vol. 14(5), pages 1-24, March.
    3. Miguel-Angel Perea-Moreno & Esther Samerón-Manzano & Alberto-Jesus Perea-Moreno, 2019. "Biomass as Renewable Energy: Worldwide Research Trends," Sustainability, MDPI, vol. 11(3), pages 1-19, February.
    4. Nuria Novas & Alfredo Alcayde & Isabel Robalo & Francisco Manzano-Agugliaro & Francisco G. Montoya, 2020. "Energies and Its Worldwide Research," Energies, MDPI, vol. 13(24), pages 1-41, December.
    5. Carlos A Almenara, 2022. "40 years of research on eating disorders in domain-specific journals: Bibliometrics, network analysis, and topic modeling," PLOS ONE, Public Library of Science, vol. 17(12), pages 1-21, December.
    6. Carmen de la Cruz-Lovera & Alberto-Jesus Perea-Moreno & José Luis de la Cruz-Fernández & Francisco G. Montoya & Alfredo Alcayde & Francisco Manzano-Agugliaro, 2019. "Analysis of Research Topics and Scientific Collaborations in Energy Saving Using Bibliometric Techniques and Community Detection," Energies, MDPI, vol. 12(10), pages 1-23, May.
    7. Miguel Ángel Reyes-Belmonte, 2020. "A Bibliometric Study on Integrated Solar Combined Cycles (ISCC), Trends and Future Based on Data Analytics Tools," Sustainability, MDPI, vol. 12(19), pages 1-29, October.
    8. Quetzalcoatl Hernandez-Escobedo & David Muñoz-Rodríguez & Alejandro Vargas-Casillas & José Manuel Juárez Lopez & Pilar Aparicio-Martínez & María Pilar Martínez-Jiménez & Alberto-Jesus Perea-Moreno, 2022. "Renewable Energies in the Agricultural Sector: A Perspective Analysis of the Last Three Years," Energies, MDPI, vol. 16(1), pages 1-17, December.
    9. Renzo Seminario-Córdova & Raúl Rojas-Ortega, 2023. "Renewable Energy Sources and Energy Production: A Bibliometric Analysis of the Last Five Years," Sustainability, MDPI, vol. 15(13), pages 1-22, July.

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