This article aims to provide reference for medicine-engineering interdisciplinary research.Targeted at the scientific literature and patent literature published by Shanghai Jiao Tong University,this article attempts t...This article aims to provide reference for medicine-engineering interdisciplinary research.Targeted at the scientific literature and patent literature published by Shanghai Jiao Tong University,this article attempts to set up co-occurrence matrix of medicine-engineering institutional information which was extracted from address fields of the papers,so as to construct the medicine-engineering intersection datasets.The dataset of scientific literature was analyzed using bibliometrics and visualization methods from multiple dimensions,and the most active factors,such as trends of output,journal and subject distribution,were identified from the indicators of category normalized citation impact(CNCI),times cited,keywords,citation topics and the degree of medicineengineering interdisplinary.Research on hotspots and trends was discussed in detail.Analyses of the dataset of patent literature showed research themes and measured the degree for technology convergence of medicineengineering.展开更多
Based on the integration analysis of goods and shortcomings of various methods used in safety assessment of coal mines, combining nonlinear feature of mine safety sub-system, this paper establishes the neural network ...Based on the integration analysis of goods and shortcomings of various methods used in safety assessment of coal mines, combining nonlinear feature of mine safety sub-system, this paper establishes the neural network assessment model of mine safety, analyzes the ability of artificial neural network to evaluate mine safety state, and lays the theoretical foundation of artificial neural network using in the systematic optimi- zation of mine safety assessment and getting reasonable accurate safety assessment result.展开更多
基金the Key Research Fund for CALIS National Information Center in Medicine(No.CALIS-2020-01-001)。
文摘This article aims to provide reference for medicine-engineering interdisciplinary research.Targeted at the scientific literature and patent literature published by Shanghai Jiao Tong University,this article attempts to set up co-occurrence matrix of medicine-engineering institutional information which was extracted from address fields of the papers,so as to construct the medicine-engineering intersection datasets.The dataset of scientific literature was analyzed using bibliometrics and visualization methods from multiple dimensions,and the most active factors,such as trends of output,journal and subject distribution,were identified from the indicators of category normalized citation impact(CNCI),times cited,keywords,citation topics and the degree of medicineengineering interdisplinary.Research on hotspots and trends was discussed in detail.Analyses of the dataset of patent literature showed research themes and measured the degree for technology convergence of medicineengineering.
基金Supported by the National Natural Science Foundation of China(50274060) and State Administration of Work Safety(03-103)
文摘Based on the integration analysis of goods and shortcomings of various methods used in safety assessment of coal mines, combining nonlinear feature of mine safety sub-system, this paper establishes the neural network assessment model of mine safety, analyzes the ability of artificial neural network to evaluate mine safety state, and lays the theoretical foundation of artificial neural network using in the systematic optimi- zation of mine safety assessment and getting reasonable accurate safety assessment result.
