Genomics Inform.  2021 Dec;19(4):e51. 10.5808/gi.21074.

Estimation of the journal distance of Genomics & Informatics from other bioinformatics-driven journals, 2003-2018

• Oh JH
• Nam HJ
• Park HS

• KMID: 2524342
• DOI: http://doi.org/10.5808/gi.21074

Abstract

This study explored the trends of Genomics & Informatics during the period of 2003-2018 in comparison with 11 other scholarly journals: BMC Bioinformatics, Algorithms for Molecular Biology: AMB, BMC Systems Biology, Journal of Computational Biology, Briefings in Bioinformatics, BMC Genomics, Nucleic Acids Research, American Journal of Human Genetics, Oncogenesis, Disease Markers, and Microarrays. In total, 22,423 research articles were reviewed. Content analysis was the main method employed in the current research. The results were interpreted using descriptive analysis, a clustering analysis, word embedding, and deep learning techniques. Trends are discussed for the 12 journals, both individually and collectively. This is an extension of our previous study (PMCID: PMC6808643).

Keyword

content analysis; document clustering; neural network; word embedding