J. Guerrero-Sosa, Víctor Hugo Menéndez Domínguez, M. Castellanos-Bolaños, L. Curi-Quintal
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引用次数: 3
摘要
本文基于先前对机构内研究人员协作工作的研究,通过图论对科学协作进行了分析。同时,结合图论和数据挖掘,揭示了机构间研究团队合作的表现形式。最先进的技术涉及科学生产的概念、数字存储库、存储库之间的互操作性、墨西哥的开放科学法、图论及其在先前科学合作分析研究中的应用,以及墨西哥研究小组的定义。此外,该方法将知识提取的元素用于数据挖掘,包括恢复、处理和可视化。结果显示了各研究小组在universsidad Autónoma de Yucatán内部和外部的合作状况。在研究所内部,共有22个小组,每位研究员平均与6名教授合作。此外,与合并较少的研究小组相比,合并的研究小组是在国家和国际一级具有最高水平的生产和合作的研究小组。
Analysis of Internal and External Academic Collaboration in an Institution Through Graph Theory
This paper presents an analysis of scientific collaboration through graph theory, based on a previous study focused on the collaborative work of researchers within an institution. This proposal also exposes the representation of inter-institutional collaboration of research groups, combining graph theory and data mining. The state of the art relates the concepts of scientific production, digital repositories, interoperability between repositories, the law of Open Science in Mexico, the theory of graphs and their use in previous studies for the analysis of scientific collaboration, and the definition of research groups in Mexico. Furthermore, the methodology uses elements of knowledge extraction for data mining, involving recovery, processing and visualization. Results present the collaboration status at the Universidad Autónoma de Yucatán, internally and externally, by the research groups. Internally, 22 groups were found and each researcher collaborates with six other professors within the institution, on average. In addition, consolidated research groups are those with the highest level of production and collaboration at national and international level, compared to the groups with less consolidation.