A Quantitative Analysis of Regional Differences in Urban-Rural Integration - A Case Study of the Shandong Peninsula Blue Economic Zone

2011 ◽  
Vol 71-78 ◽  
pp. 4748-4755
Author(s):  
Jing Qing Lv ◽  
Pei Pei Liu ◽  
Yan Wei
Keyword(s):  
Quantitative Analysis ◽  
Index System ◽  
Composite Index ◽  
Entropy Method ◽  
Evaluation Index System ◽  
Evaluation Index ◽  
Shandong Peninsula ◽  
Urban Rural ◽  
Economic Zone ◽  
Development Levels

Applying composite index leading to an evaluation index system of urban-rural integration, using entropy method for secondary weighting, a model is constructed of quantitative analysis of the regional urban-rural integration. This paper has made a quantitative analysis of the development levels of regional urban-rural integration in the case of the Shandong Peninsula Blue Economic Zone. The research results show that in the problem of multi-target integrated evaluation, the application of composite index, constructing evaluation index system, enables the evaluation process to cover more assessment information without any increase in calculation steps. Application of the model presented in this paper makes feasible a quantitative analysis of the regional urban-rural development.

scholarly journals Evaluating the Investment Climate for China’s Cross-Border E-Commerce: The Application of Back Propagation Neural Network

Information ◽  
2020 ◽  
Vol 11 (11) ◽  
pp. 526
Author(s):  
Yi Lei ◽  
Xiaodong Qiu
Keyword(s):  
Neural Network ◽  
Index System ◽  
Evaluation System ◽  
Back Propagation ◽  
Back Propagation Neural Network ◽  
Entropy Method ◽  
Evaluation Index System ◽  
Evaluation Index ◽  
Investment Climate ◽  
Cross Border

China’s cross-border e-commerce will usher in a new golden age of development. Based on seven countries which include the Russian Federation, Mongolia, Ukraine, Kazakhstan, Tajikistan, Kyrgyzstan and Belarus along the “Belt and Road”, an evaluation system for cross-border e-commerce investment climate indicators is established in this study. This research applied the entropy method twice to evaluate the investment climate of seven countries based on 5 years panel data comprehensively and these countries are then classified into politics-oriented and industry-oriented countries, and then the weight of indicators for each category is analyzed. In addition, cross-border e-commerce investors are proposed to prioritize industry-oriented countries. Back propagation neural network algorithm is used to map the existing data and optimize the evaluation index system in combination with the genetic algorithm. This research denotes the effort to find out the index evaluation combination corresponding to the best overall score, make the established evaluation index system applicable to other countries, and provide reference for cross-border e-commerce investors when evaluating the investment climate in each country. This study provides the important practical implications in the sustainable development of China’s cross-border e-commerce environment.

Study of the Crane Comprehensive Evaluation Index System

2011 ◽  
Vol 148-149 ◽  
pp. 923-927
Author(s):  
Qi Lu Huang ◽  
Xin Wang ◽  
Rui Jie Li ◽  
Shun De Gao
Keyword(s):  
Correlation Coefficient ◽  
Delphi Method ◽  
Index System ◽  
Comprehensive Evaluation ◽  
Pearson Correlation ◽  
Entropy Method ◽  
Evaluation Index System ◽  
Evaluation Index ◽  
The Index System ◽  
Coefficient Method

Scientific and practical crane evaluation index system is expected to obtain by screening of indices in this paper. The initial comprehensive evaluation indices are selected by stratification. Then the quantitative indices are screened by entropy method and Pearson correlation coefficient method, and the qualitative indices are screened by Delphi method and Spearman correlation coefficient method. The little effect indices on the evaluation result are deleted and the redundant information between the indices are got rid of. The index system simplified is comprehensiveness and representative, which is convenient to compare and evaluate cranes.

scholarly journals Quantitative Analysis of Policy Transfer among China’s National Innovation Independent Demonstration Zones

2017 ◽  
Vol 6 (1) ◽  
pp. 19
Author(s):  
Feng Feng ◽  
Qing Li
Keyword(s):  
Quantitative Analysis ◽  
Quantitative Evaluation ◽  
Index System ◽  
Policy Development ◽  
Policy Transfer ◽  
Policy Innovation ◽  
Evaluation Index System ◽  
Three Dimensions ◽  
Evaluation Index ◽  
Independent Innovation

Policy transfer is a process in which different organizations learn from each other to achieve policy innovation. It is also considered as an important channel of policy issuance. In China, national independent innovation demonstration zones serve as carriers of not only technological development, but also technological policies issued by China. Along with development of these national independent innovation demonstration zones, policy exchange and cooperation has become increasingly frequent among them. This paper attempts to find out different paths for policy transfer through a textual analysis of policies among China’s national independent innovation demonstration zones. First, quantitative connotation and characteristics of policy transfer are analyzed. Then, a policy transfer quantitative evaluation index system is built based on three dimensions of policy transfer, namely intensity, breadth and speed. Following that, the quantitative evaluation index system is used to analyze policy transfer among national independent innovation demonstration zones. The paper tries to explore favorable policy categories for transfer, and learn the policy development status in these national independent innovation demonstration zones as well as the policy transfer trend from different perspectives. To sum up, this research can provide not only data support for policy innovation of China’s independent innovational demonstration zones and accelerate their in-depth cooperation in terms of policy transfer, but also a new methodological research paradigm for quantitative analysis of policy transfer among parallel organizations.

scholarly journals An Evaluation of the Yangtze River Economic Belt Manufacturing Industry Level of Intelligentization and Influencing Factors: Evidence from China

2021 ◽  
Vol 13 (16) ◽  
pp. 8913
Author(s):  
Decai Tang ◽  
Luxia Wang ◽  
Brandon J. Bethel
Keyword(s):  
Index System ◽  
Yangtze River ◽  
Manufacturing Industry ◽  
Manufacturing Sector ◽  
Regional Scale ◽  
Intelligent Manufacturing ◽  
Entropy Method ◽  
Evaluation Index System ◽  
Evaluation Index ◽  
The Yangtze River

Over recent decades, the application of artificial intelligence methods in manufacturing has led to new spheres of research such as the Internet of Things, Cyber–Physical Systems, and Cloud Computing and Big Data, leading to the so-called Industry 4.0. However, to date, little research has been geared towards assessing the factors that influence intelligent manufacturing on a regional scale. Addressing this problem, this paper constructs an evaluation index system for the Yangtze River Economic Belt (YREB) intelligent manufacturing sector using eleven years (2008–2018) of provincial panel data. The entropy method is applied to three evaluation criteria, namely intelligent innovation, equipment, and profit, to construct an evaluation index system. An analysis of the results revealed that the level intelligentization of the manufacturing industry of the YREB increases yearly, and that intelligent innovations are notably occurring at a faster rate than profits. Disproportional enterprise returns on investment have occurred, which decreases enterprise motivation to be innovative in the first place. Additionally, it was also observed that FDI, financial development, government intervention, and the level of opening-up were the primary factors modulating regional intelligent manufacturing levels.

scholarly journals Evaluation of Ecological Livable Construction in Guangzhou

2021 ◽  
Vol 236 ◽  
pp. 03011
Author(s):  
Xin Qing ◽  
Haifa Jia ◽  
Chengkui Liu
Keyword(s):  
Index System ◽  
Entropy Method ◽  
Evaluation Index System ◽  
Capital City ◽  
Social Progress ◽  
Evaluation Index ◽  
Ecological Environment ◽  
Ecological Society ◽  
The Index System ◽  
Research Objects

Guangzhou is the capital city of Guangdong Province, which is currently in a stage of transformation and development. This paper takes Guangzhou’s ecological economy, ecological society, ecological environment as the research objects and constructs an evaluation index system for Guangzhou’s ecological liveability. It takes social progress, economic development and environmental protection as the primary indicators. The index system is used to construct the ecological livability evaluation index system of Guangzhou through the entropy method.

Study on Evaluation Index System of Traffic Simulation under the Concept of Low-Carbon

2012 ◽  
Vol 178-181 ◽  
pp. 2648-2653
Author(s):  
Hui Zhao ◽  
Jun Hua Chen
Keyword(s):  
Traffic Safety ◽  
Index System ◽  
Evaluation System ◽  
Evaluation Method ◽  
Traffic Simulation ◽  
Simulation Models ◽  
Entropy Method ◽  
Evaluation Index System ◽  
Evaluation Index ◽  
Low Carbon

Evaluation index system of traffic simulation is very important to compare the difference of several cases, which contributes to the advance of traffic simulation models and technologies. Under the concept of low-carbon, the paper establishes evaluation index system of traffic simulation. Firstly, the paper analyzes the requirements of the evaluation index system of traffic simulation from two aspects which are the application characteristics and the application under the concept of low-carbon of traffic simulation models and technologies. On the basis of analysis above, it establishes the evaluation index system of traffic simulation which concludes road network structure index, traffic operation state index, traffic environment index and traffic safety index. It proposes the application rules of evaluation index system. Then, it proposes the two-level combined evaluation method for calculating weights on the basis of comparative analysis about two methods, which are the analytic hierarchy process (AHP) method and entropy method. Finally, it applies the proposed evaluation system to calculate the comprehensive index values of two transit operation cases of Beijing Olympic Games Opening Ceremony audience evacuation. It is shown that evaluation index system of traffic simulation is practicable and effective.

scholarly journals Construction of Cloud ERP Security Evaluation Index System Based on Text Mining

2020 ◽  
Author(s):  
Ying Gao ◽  
Qin Su ◽  
Yue Fang ◽  
Pinyan Lai
Keyword(s):  
Text Mining ◽  
Enterprise Resource Planning ◽  
Index System ◽  
Evaluation Method ◽  
Resource Planning ◽  
Entropy Method ◽  
Evaluation Index System ◽  
Evaluation Index ◽  
Security Evaluation ◽  
Security Issues

The aim of this study is to investigate and discuss the potential security issues arising from the deployment of the Cloud Enterprise Resource Planning system, and to propose a perfect and standard set of security evaluation index system for Cloud ERP security issues. Considering the issues which may be inherent in the conventional Enterprise Resource Planning systems and new ones brought by Cloud Computing, Cloud Platform, Cloud ERP, we use text mining technology to mine the related standard files in this paper. Since the standard literature is based on the comprehensive results of technology, science and practice, its characteristics of standardization, objectivity and validity also ensure the effectiveness and applicability of indicators. By using NLP methods, we construct a Cloud ERP security evaluation index system consisting of five parts: evaluation method security, information access security, data security, management security and others. The entropy method is used to assign weights for the Cloud ERP security evaluation index system, which is more scientific and rational and the method moderates the lack of objectivity caused by traditional evaluation methods which over-relies on evaluators. By analyzing cases of Cloud ERP collected in various application reports and research papers, we improve our system and find that compared to other evaluation systems, our system can evaluate the security of Cloud ERP more comprehensively.

scholarly journals Evaluation Index System of Marine Ecological Environment

2021 ◽  
Vol 293 ◽  
pp. 01005
Author(s):  
Congcong Xing ◽  
Jing Li ◽  
Xiuren Li ◽  
Bei Zhao
Keyword(s):  
Index System ◽  
Evaluation Method ◽  
Objective Evaluation ◽  
Indicator System ◽  
Entropy Method ◽  
Evaluation Index System ◽  
Evaluation Index ◽  
Ecological Environment ◽  
Analytic Hierarchy ◽  
General Applicability

Based on the model of ecological environment evolution in the process of the economic development, this paper constructed the evaluation index system of marine ecological environment. The results were shown as follows: the evaluation index system of marine ecological environment consists of 1 object layer, 3 element layers (state of marine ecological environment pressure of marine ecological environment and response of marine ecological environment), and 15 factor layers. Index weight was calculated through combination weighting approach of subjective and objective evaluation method of analytic hierarchy process(AHP) and entropy method. The evaluation indicator system and evaluation method have general applicability and strong operability.

A Study on Low Carbon Competitiveness Evaluation in the Ocean Economic Zone

2015 ◽  
Vol 768 ◽  
pp. 652-659
Author(s):  
Fu Yi Ci ◽  
Ya Ping Hu
Keyword(s):  
Spatial Structure ◽  
Competitive Advantage ◽  
Index System ◽  
Evaluation Index System ◽  
Evaluation Index ◽  
Low Carbon ◽  
Structure Characteristics ◽  
Ecological Benefit ◽  
Low Carbon Development ◽  
Economic Zone

The research on the connotation and the evaluation index system of low carbon competitiveness in the ocean economic zone is not comprehensive, it ignores some factors, such as, spatial structure, fairness, regional cooperation, urbanization, system innovation. This paper first puts forward the connotation and the benefit-potential evaluation index system of the ocean economic zone, and then uses the index system to evaluate low carbon competitiveness of Shandong peninsular blue economic zone by using the empirical method.Low carbon competitiveness in the ocean economic zone means a competitive advantage that can optimize economic benefit, social benefit, and the ecological benefit of the zone, and the competitive advantage is formed by the synergistic effect, cooperation, rational distribution of the component elements of the zone and by the interaction in low carbon development of the ocean economic zone and external region. In the process, the principle is 6R of low carbon development, and the basis is regional interest coordination mechanisms.The results show that: there is great difference in urban low carbon competitiveness of Shandong peninsular blue economic zone because the highest value (0.77526) and the lowest value (-0.57536) is in Qingdao and Weifang respectively, and the difference is 1.35062; Qingdao is the first order low carbon development pole of the zone, Yantai (0.25704) and Dongying (-0.04371) are secondary low carbon development pole; the zone has point-axis spatial structure characteristics; there is a positive correlation between low carbon competitiveness of the ocean economic zone and regional economic developing stage; the differences in spatial structure characteristics of the six system layer indexes indicate that every index is independent and their spatial structure is diversiform; there is great difference between different city in system layer index, so the coordination of the urban system layer indexes should be paid attention to and the spatial structure of low carbon competitiveness in Shandong peninsular blue economic zone should be optimized.

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