Pessin Vilker Zucolotto, Santos Celso Alberto Saibel, Yamane Luciana Haure, Siman Renato Ribeiro, Baldam Roquemar de Lima, Júnior Valdemar Lacerda
Department of Informatics, Federal University of Espírito Santo, Av. Fernando Ferrari, 514, Vitória, Espírito Santo 29075-910, Brazil.
MethodsX. 2023 Sep 6;11:102367. doi: 10.1016/j.mex.2023.102367. eCollection 2023 Dec.
Big data launches a modern way of producing science and research around the world. Due to an explosion of data available in scientific databases, combined with recent advances in information technology, the researcher has at his disposal new methods and technologies that facilitate scientific development. Considering the challenges of producing science in a dynamic and complex scenario, the main objective of this article is to present a method aligned with tools recently developed to support scientific production, based on steps and technologies that will help researchers to materialize their objectives efficiently and effectively. Applying this method, the researcher can apply science mapping and bibliometric techniques with agility, taking advantage of an easy-to-use solution with cloud computing capabilities. From the application of the "Scientific Mapping Process", the researcher will be able to generate strategic information for a result-oriented scientific production, assertively going through the main steps of research and boosting scientific discovery in the most diverse fields of investigation. •The Scientific Mapping Process provides a method and a system to boost scientific development.•It automates Science Mapping and bibliometric analysis from scientific datasets.•It facilitates the researcher's work, increasing the assertiveness in scientific production.
大数据在全球开启了一种现代的科学研究方式。由于科学数据库中可用数据的爆炸式增长，再加上信息技术的最新进展，研究人员可以使用有助于科学发展的新方法和技术。考虑到在动态复杂场景中进行科学研究的挑战，本文的主要目标是基于有助于研究人员高效且有效地实现其目标的步骤和技术，提出一种与最近开发的支持科研产出的工具相一致的方法。应用这种方法，研究人员可以灵活地应用科学图谱和文献计量技术，利用具有云计算能力的易于使用的解决方案。通过应用“科学图谱过程”，研究人员将能够为以结果为导向的科研产出生成战略信息，果断地完成研究的主要步骤，并促进在最多样化的研究领域中的科学发现。
•科学图谱过程提供了一种促进科学发展的方法和系统。
•它能对科学数据集进行科学图谱和文献计量分析的自动化。
•它便于研究人员开展工作，提高科研产出的确定性。
