全球人工智能及交叉领域：基于学科布局及热点研究、潜在研究趋势的分析

贾佳

Global AI and Interdisciplinary Fields: Analysis Based on Discipline Layout, Hot Research and Potential Research Trend

Jia Jia

附表5 获得JSPS基金资助的主要研究机构其研究热点和潜在研究主题

热点主题词 共现主题数 共现总次数 词频 主题热度值 潜在主题词 共现主题数 共现总次数 词频 研究趋势 主题热度值 semantic segmentation 39 51 25 3.000 virtual screening 0 0 3 0.120 support vector machine 27 31 22 2.180 protein-protein interactions 1 1 2 0.125 generative adversarial network 24 30 21 2.044 supernova remnants 1 1 2 0.125 reinforcement learning 27 30 18 2.001 integer linear programming 0 0 4 0.160 galaxies 16 24 18 1.601 capsule networks 1 1 3 0.165 computer aided diagnosis 23 31 17 1.878 random matrix theory 2 2 2 0.170 epidemiology 22 45 16 2.086 haptic display 1 2 3 0.185 optimal control 21 22 16 1.610 spectrum Database 1 2 3 0.185 internet of things 15 20 15 1.377 multi-agent deep reinforcement learning 1 3 3 0.204 electroencephalography 16 17 15 1.344 density functional theory 1 1 4 0.205 attention mechanism 22 28 14 1.673 blood vessel segmentation 2 2 3 0.210 action recognition 25 25 14 1.691 linked open data 2 2 3 0.210 speech synthesis 18 25 14 1.512 motor learning 2 2 3 0.210 fpgas 15 25 13 1.395 prostate cancer 2 2 3 0.210 recurrent neural network 21 22 12 1.450 randomized controlled trial 2 2 3 0.210 bayesian estimation 18 18 12 1.294 autonomic nervous system 2 3 3 0.230 hippocampus 15 17 12 1.198 high-redshift galaxies 2 3 3 0.230 long short-term memory 15 17 12 1.198 resting-state functional connectivity 2 2 4 0.250 functional magnetic resonance imaging 11 17 12 1.095 channel state information 3 3 3 0.256 genetic algorithm 15 16 12 1.178 GABA(A) receptor 3 3 3 0.256