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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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    1. Carmen De la Cruz-Lovera & Alberto-Jesús Perea-Moreno & José-Luis De la Cruz-Fernández & José Antonio Alvarez-Bermejo & Francisco Manzano-Agugliaro, 2017. "Worldwide Research on Energy Efficiency and Sustainability in Public Buildings," Sustainability, MDPI, vol. 9(8), pages 1-20, July.
    2. Manzano-Agugliaro, Francisco & Taher, Myriam & Zapata-Sierra, Antonio & Juaidi, Adel & Montoya, Francisco G., 2017. "An overview of research and energy evolution for small hydropower in Europe," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 476-489.
    3. Kosmulski, Marek, 2012. "The order in the lists of authors in multi-author papers revisited," Journal of Informetrics, Elsevier, vol. 6(4), pages 639-644.
    4. Yan, Erjia & Ding, Ying & Milojević, Staša & Sugimoto, Cassidy R., 2012. "Topics in dynamic research communities: An exploratory study for the field of information retrieval," Journal of Informetrics, Elsevier, vol. 6(1), pages 140-153.
    5. Fischer, Carolyn & Greaker, Mads & Rosendahl, Knut Einar, 2018. "Strategic technology policy as a supplement to renewable energy standards," Resource and Energy Economics, Elsevier, vol. 51(C), pages 84-98.
    6. Aghaei Chadegani, Arezoo & Salehi, Hadi & Md Yunus, Melor & Farhadi, Hadi & Fooladi, Masood & Farhadi, Maryam & Ale Ebrahim, Nader, 2013. "A Comparison between Two Main Academic Literature Collections: Web of Science and Scopus Databases," MPRA Paper 46898, University Library of Munich, Germany, revised 18 Mar 2013.
    7. Miguel-Angel Perea-Moreno & Quetzalcoatl Hernandez-Escobedo & Alberto-Jesus Perea-Moreno, 2018. "Renewable Energy in Urban Areas: Worldwide Research Trends," Energies, MDPI, vol. 11(3), pages 1-19, March.
    8. van Eck, Nees Jan & Waltman, Ludo, 2014. "CitNetExplorer: A new software tool for analyzing and visualizing citation networks," Journal of Informetrics, Elsevier, vol. 8(4), pages 802-823.
    9. Wustenhagen, Rolf & Wolsink, Maarten & Burer, Mary Jean, 2007. "Social acceptance of renewable energy innovation: An introduction to the concept," Energy Policy, Elsevier, vol. 35(5), pages 2683-2691, May.
    10. Baños, R. & Manzano-Agugliaro, F. & Montoya, F.G. & Gil, C. & Alcayde, A. & Gómez, J., 2011. "Optimization methods applied to renewable and sustainable energy: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(4), pages 1753-1766, May.
    11. Jorge Blazquez & Carlo Andrea Bollino & Rolando Fuentes & Nora Nezamuddin, 2016. "The Renewable Energy Policy Paradox," Discussion Papers ks--1650-dp045a, King Abdullah Petroleum Studies and Research Center.
    12. Hache, Emmanuel & Palle, Angélique, 2019. "Renewable energy source integration into power networks, research trends and policy implications: A bibliometric and research actors survey analysis," Energy Policy, Elsevier, vol. 124(C), pages 23-35.
    13. Iqbal, M. & Azam, M. & Naeem, M. & Khwaja, A.S. & Anpalagan, A., 2014. "Optimization classification, algorithms and tools for renewable energy: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 640-654.
    14. Franceschini, Fiorenzo & Maisano, Domenico & Mastrogiacomo, Luca, 2016. "Empirical analysis and classification of database errors in Scopus and Web of Science," Journal of Informetrics, Elsevier, vol. 10(4), pages 933-953.
    15. Engelken, Maximilian & Römer, Benedikt & Drescher, Marcus & Welpe, Isabell M. & Picot, Arnold, 2016. "Comparing drivers, barriers, and opportunities of business models for renewable energies: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 795-809.
    16. Ajanovic, Amela & Haas, Reinhard, 2018. "Economic prospects and policy framework for hydrogen as fuel in the transport sector," Energy Policy, Elsevier, vol. 123(C), pages 280-288.
    17. Abdmouleh, Zeineb & Gastli, Adel & Ben-Brahim, Lazhar & Haouari, Mohamed & Al-Emadi, Nasser Ahmed, 2017. "Review of optimization techniques applied for the integration of distributed generation from renewable energy sources," Renewable Energy, Elsevier, vol. 113(C), pages 266-280.
    18. Karytsas, Spyridon & Theodoropoulou, Helen, 2014. "Socioeconomic and demographic factors that influence publics' awareness on the different forms of renewable energy sources," Renewable Energy, Elsevier, vol. 71(C), pages 480-485.
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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. 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.
    4. 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.
    5. 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.
    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. 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.
    8. 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.

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