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Smart bibliometrics: an integrated method of science mapping and bibliometric analysis

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Abstract

Bibliometric techniques and science mapping are widely employed in the research environment to provide an overview of the state-of-the-art of scientific knowledge on a given topic. These techniques are essential to assist the researcher's work by guiding the compilation of the bibliography to support the theory discussion. To this objective, the Smart Bibliometrics was developed to facilitate bibliometric analysis and selection of theoretical references, embodied by a system that brings intelligence, dynamism, and agility to the scientific writing process. The innovation of this methodology is the fusion of two relevant criteria applied during the bibliometric analysis process: the application of a representative metric of classification of scientific papers and dynamic visuals strategically developed. The methodology differs for providing the user with dynamic navigation and interaction experience with the data collected, innovating the approach to reaching insights within the universe of discussions of the scientific community. In addition, as an innovation factor, the method is presented in a scalable Business Intelligence (BI) system that features blunt visuals, extensive analysis repertoire, intuitive navigation, and automated updating. The development was carried out in a cutting-edge technological platform to attend information and sharing intents by employing cloud computing resources, another feature that enables interaction among researcher groups also from different institutions. Additionally, it is not necessary to install any software. The output will be available for consultation, at any time and place, just by using one device with an internet connection.

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Acknowledgements

We appreciate anonymous reviewers' contributions and recommendations. All suggestions were very helpful, and we believe that by addressing the comments, our revised manuscript was significantly improved. Also, we would like to acknowledge Roberta Ribeiro Souza, who helped us to revise the English Language.

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The authors did not receive support from any organization for the submitted work.

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Correspondence to Renato Ribeiro Siman.

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Pessin, V.Z., Yamane, L.H. & Siman, R.R. Smart bibliometrics: an integrated method of science mapping and bibliometric analysis. Scientometrics 127, 3695–3718 (2022). https://doi.org/10.1007/s11192-022-04406-6

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  • DOI: https://doi.org/10.1007/s11192-022-04406-6

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