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4 获得EPSRC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 optimal control 41 47 17 3.000 crystal structure prediction 1 1 3 0.222 task analysis 30 40 11 2.230 quantum algorithms 1 2 3 0.243 face recognition 18 21 13 1.651 flexible electronics 2 2 3 0.268 robot sensing systems 24 26 8 1.609 gaussian mixture model 2 2 3 0.268 deep neural network 14 14 15 1.522 multi-agent systems 2 2 3 0.268 feature extraction 15 23 10 1.443 potts model 2 2 3 0.268 bayesian estimation 16 21 10 1.425 thermal energy storage 2 2 3 0.268 transfer learning 15 19 9 1.300 epistemic argumentation 2 4 3 0.310 internet of things 13 17 9 1.208 synthetic biology 3 3 3 0.313 synthetic aperture radar 11 17 9 1.159 evolutionary algorithm 3 4 3 0.335 generative adversarial network 8 15 10 1.103 supervised learning 5 5 2 0.346 genetic algorithm 14 16 6 1.035 remote sensing 5 5 2 0.346 optical fiber communication 16 16 5 1.025 multi-Task Learning 4 4 3 0.359 matrix decomposition 13 19 5 1.015 speech synthesis 3 3 4 0.372 computational modeling 16 18 4 1.009 type 1 diabetes 3 3 4 0.372 stochastic geometry 14 17 5 0.997 wind turbine 4 5 3 0.380 computer vision 12 13 7 0.981 probabilistic argumentation 2 5 4 0.390 big data analytics 11 11 8 0.973 search-based testing 5 5 3 0.405 transactive energy 15 20 3 0.968 visual object tracking 5 5 3 0.405 convex optimization 12 15 6 0.965 3D imaging 4 4 4 0.418