Oh Ji-Hye, Nam Hee-Jo, Park Hyun-Seok
Bioinformatics Laboratory, ELTEC College of Engineering, Ewha Womans University, Seoul 03760, Korea.
Center for Convergence Research of Advanced Technologies, Ewha Womans University, Seoul 03760, Korea.
Genomics Inform. 2021 Dec;19(4):e51. doi: 10.5808/gi.21074. Epub 2021 Dec 31.
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).
本研究探讨了2003年至2018年期间《基因组学与信息学》与其他11种学术期刊的发展趋势，这11种期刊分别是：《BMC生物信息学》《分子生物学算法：AMB》《BMC系统生物学》《计算生物学杂志》《生物信息学简报》《BMC基因组学》《核酸研究》《美国人类遗传学杂志》《肿瘤发生学》《疾病标志物》和《微阵列》。总共审查了22423篇研究文章。内容分析是本研究采用的主要方法。结果通过描述性分析、聚类分析、词嵌入和深度学习技术进行解读。分别并综合讨论了这12种期刊的发展趋势。这是我们之前研究（PMCID：PMC6808643）的扩展。
