Research on citation mention times and contributions using a neural network

Pareto distribution in virtual education: challenges and opportunities

“…1,2 While much of our modern statistical training in the natural sciences emphasizes normally distributed phenomena, Pareto's "80/20" rule has continued to define many important aspects of human behavior such as trade, city structures, worker productivity, and relevant to our discussion; how on-demand knowledge is utilized. [2][3][4][5][6] In libraries, for example, roughly 20% of material is said to be responsible for 80% of loans. 5 In academia, 20% of research output receives approximately 80% of citations.…”

“… 5 In academia, 20% of research output receives approximately 80% of citations. 6 , 7 In July 2019, we, (the authors) started an educational neuroscience initiative on YouTube (NeuroscIQ; www.youtube.com/neuroscIQ ) in an attempt to improve dissemination of neuroscience and neuropathology content in an open and scalable manner. During these past 24 months, most of which were during the COVID-19 pandemic, when many other modes of academic learning (e.g.…”