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The open data movement has led us into immensely useful applications and innovations for decision making, both for individual citizen as well as government. This study aims to create a web application called BencanaVis which provide innovative visualization of disaster government open data using Shiny, a web framework from R programming language. The datasets being used are available from Indonesian...
Based on the analysis of influence factors of sustainable competitiveness in the regional manufacturing SMEs, the article establishes the evaluation index system of sustainable competitiveness of regional manufacturing SMEs. Empirical research on sustainable competitiveness of manufacturing SMEs of 30 provinces has been done by collecting statistical data of 30 provinces and using principal component...
Based on the statistical data of eastern and western regions of China in 2009, with multivariate analysis method, some comparisons of the two regions are made. Firstly, 26 indexes are collected including science, education, culture and health etc. On the basis of relativity analysis, indexes with larger correlation are deleted and only 17 of them are reserved. Then relying on these indexes, principal...
By establishing a regional innovation capability evaluation index system and TOPSIS method on China's 30 provinces (municipalities) with statistics as well as the software of SPSS17.0, the article gave a comprehensive sort to the regional innovation capability of them, and made a detailed evaluation and analysis of the results.
This paper evaluates and analyses the construction of “Resource-conserving and Environment-friendly” Society in China's Midwestern provinces scientifically based on Factor Analysis (FA) and Principal Component Analysis (PCA). The results demonstrate that now the construction of “two-oriented” Society in China's Midwestern provinces mainly rely on government investment, yet the effects of R&D is...
Service outsourcing industry separates industry value chain, and deepens the regional division of labor on the basis of promoting industry specialization. Taking the development of outsourcing industry in Heilongjiang Province for a typical example, the study use evaluation method of PCA and the selection index system of pillar industries. The research shows that seven industries are the leading industries...
This paper established the evaluation system of industrial technology independent innovation capacity based on the relevant theoretical and empirical results of the independent innovation capacity, took the related data of China statistical yearbook (2007-2008) for the analysis samples, and used principal component analysis to measure the industrial technology independent innovation capacity of domestic...
Integrity is one of the most important personal qualities that any individual in a position of power or responsibility must possess, be it in business or politics, public or private life. Thus integrity has become a genuine area of concern in the civil service of many countries around the world. In this paper, a framework which analyzes several dimensions of integrity and its relationship with the...
As the Government's macroeconomic regulation and control means, finance plays a significant role, but finance bears some certain risks. How to manage and prevent this risk is directly related to the survival and development of the whole country. This paper focuses on the combined model application research, fiscal risk early-warning based on principal component analysis and BP neural network. The...
The remuneration incentives and the indexes of their effect measurement for the managers of the State-Owned Enterprises (SOE) are systematically designed in this paper, and the descriptive statistic analysis is made of the empirical samples. The principal component analysis and the cluster analysis are used to carry out the dimension reduction and weight assignment of the index structure vectors of...
This paper tries to analyze the insufficiencies of the new countryside construction process and explore the advancing direction through assessing the rural input level, the rural government function as well as the new countryside construction performance of the 27 provinces (areas) of China in 2006. With the principal component analysis method, it evaluates the rural input level, rural government...
Based on factor analysis, an index system for evaluation of brownfield redevelopment project is proposed. The index system includes six indicators of Environmental and Health Benefit Indicators, Financial Indicators, Brownfield Site Indicators, Societal Stability Indicators, Policy and Technical Indicators, Performance Indicators, which are extracted by means of principal components analysis from...
According to mathematical analysis, the primary components analysis (PCA) is used to analyze the effect of influential factors and characteristics on e-commerce development. On the basis of PCA model and the scores by the experts, some results are computed. From case study, it can be seen that some factors and characteristics play very important role in influencing e-commerce development and all the...
A conceptual model of urban environmental crisis was proposed in this paper with three steps of abstract, simulation and characterization which was based on the description of four entities of government, organizations, the public and the media and three dimensions of economy, society and nature. Subsequently, urban environment crisis mechanism was dynamically analyzed from perspectives of the pressure,...
Real estate is the mainstay industry of the national economy, whose development is highly correlated with the development of regional economy, the culture and the life of people. The inner structure of real estate in China is composed of 3 main factors, namely real estate industry, real estate enterprises and real estate market. By using PCA (Principal Component Analysis), we can characterize the...
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