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Network Analysis of Subject Grade for Korea Naval Academy
-
- Seungsik Min
- In this paper, we conducted a network analysis of the 237 subjects that were opened in the Korea Naval Academy. We analyzed the Pearson correlation of the subject grades from 2006 to 2013for the students who entered the academy from 2006 to 2010. By the correlation test, we decided two subjects are correlated if the p-value of the correlation test is below the threshold value. We constructed the network by setting the thresholds to 0.1, 0.05, 0.01, and 0.005. By the network analysis, we derived the scaling exponent in the degree distribution, as well as the characteristic path length, clustering coefficient, and assortativity. After the analysis, we could infer the subject network of the Korea Naval Academy has small-world and scale-free properties. Also, we confirmed that the network configuration is quite robust and disassortative.
- Select Volume / Issue:
- Year:
- 2016
- Type of Publication:
- Article
- Keywords:
- Grade; Subject Grade; Scale-Free Network; Characteristic Path Length; Clustering Coefficient; Assortativity
- Journal:
- IJASM
- Volume:
- 3
- Number:
- 6
- Pages:
- 215-220
- Month:
- November
- ISSN:
- 2394-2894