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1 获得NSF CISE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 101 176 75 3.000 advanced Encryption Standard (AES) 0 0 3 0.040 internet of things 67 110 66 2.168 biomedical image segmentation 0 0 3 0.040 task analysis 83 128 31 1.962 conditional random field 0 0 3 0.040 reinforcement learning 49 70 51 1.563 multi-Robot Planning 0 0 3 0.040 computational modeling 65 98 27 1.560 crime prediction 1 1 3 0.051 approximation algorithm 47 84 42 1.503 factory automation 1 1 3 0.051 hardware accelerator 48 77 36 1.393 neuron morphology 1 1 3 0.051 feature extraction 56 70 23 1.259 parallel algorithm 1 1 3 0.051 social network 41 57 38 1.236 precision medicine 1 1 3 0.051 clustering algorithms 45 60 32 1.213 procedural content generation 1 1 3 0.051 cloud computing 36 56 33 1.115 siamese network 1 1 3 0.051 signal processing algorithms 42 65 22 1.078 sign language 1 1 3 0.051 transfer learning 29 41 41 1.067 speech-driven animation 1 1 3 0.051 stochastic geometry 37 52 30 1.062 visual cortex 0 0 4 0.053 action recognition 37 40 35 1.060 accent conversion 1 2 3 0.055 big data analytics 25 33 45 1.035 assistive Feeding 1 2 3 0.055 fpgas 27 43 39 1.032 user-centric architectures 1 2 3 0.055 energy efficiency 32 50 29 0.988 knowledge Graph 2 2 3 0.062 accelerator 37 46 25 0.961 3D printing 2 2 3 0.062 resource management 31 47 29 0.961 autism spectrum disorder 2 2 3 0.062