Title
Structural Limitations with K Means Algorithms in Research in Perú
Date Issued
01 January 2021
Access level
open access
Resource Type
journal article
Author(s)
Arocutipa J.P.F.
Carpio J.L.
Huallpa J.J.
Quispe R.D.C.
Navarro G.C.
Publisher(s)
Science and Information Organization
Abstract
In the world of science there are high-level, moderate-level, and low-level emerging countries. The indicators are an investment in research and development (I&D), number of universities, investment, researchers, intellectual production, expenditure on education, gross domestic product (PBI), and quality of life (IDH). In Methodology, it is basic, explanatory, of conglomerates. There are 37 countries analyzed. The data comes from the FMI, datosmacro.com, UNESCO, URWU. There are 11 indicators. These are data taken in two stages, 2006 and 2019. The Results shows R2= 0.9887, which explains the behavior of the PBI by the investment in I&D. The positive and significant relationship between IDH and PBI per capita, which is 0.824, is transcendent. In conclusion, there are three clusters with clearly differentiated indicators. Peru’s problem is structural in that it does not have a per capita PBI of $ 30,000 per person or more. Investment in I&D in Peru is low and PBI is also low. Therefore, countries with higher investments in science have high PBIs and better IDH.
Start page
59
End page
67
Volume
12
Issue
7
Language
English
OCDE Knowledge area
Educación general (incluye capacitación, pedadogía)
Scopus EID
2-s2.0-85112229765
Source
International Journal of Advanced Computer Science and Applications
ISSN of the container
2158107X
Sources of information: Directorio de Producción Científica Scopus