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Evaluation research of small and medium-sized enterprise informatization on big data

Na Yang
2017 IOP Conference Series: Materials Science and Engineering  
can bring benefit to small and medium-sized enterprises.  ...  Under the background of big data, key construction of small and medium-sized enterprise informationization level was needed, but information construction cost was large, while information cost of inputs  ...  2) Rough set -support vector machine (SVM) model for small and medium-sized enterprise informatization level evaluation Rough set can preprocess the index involved in small and medium-sized enterprise  ... 
doi:10.1088/1757-899x/231/1/012014 fatcat:vkfs4p6ywnaajckkrusgbcwiyq

Decision Analysis of Multifactor Credit Risk Based on Logistic Regression and BP Neural Network

Qiang Tang, Wen Yu Shi, Muhammad Faisal Nadeem
2022 Mathematical Problems in Engineering  
Small, medium, and micro enterprises play an important role in the development of the national economy and are of great significance in promoting technological innovation, relieving employment pressure  ...  But in China, small, medium, and micro enterprises generally exist in the phenomenon of "financing difficulties." Therefore, we need to find a method to forecast its credit risk.  ...  , the bank helps solve the financing problems of small and medium-sized enterprises by improving the credit evaluation level of the inventory pledge financing of small and medium-sized enterprises.  ... 
doi:10.1155/2022/5194443 fatcat:atzhn77py5bv3biv7nyzsnmz6u

Precision Marketing Strategies for Small and Medium-sized Clothing E-commerce Enterprises Based on Big Data

Yu-Chung Chang
2020 Business Prospects  
Based on the big data analysis technology of small and medium-sized clothing e-commerce enterprises, this paper provides theoretical and practical methods for e-commerce enterprises to apply big data technology  ...  We also proposes corresponding precision marketing strategies based on the results of big data analysis, such as gender recommendation strategies, personalized recommendation strategies, differentiated  ...  Its ideological basis is derived from rough set and dominance based rough set theory (DRST).  ... 
doi:10.52288/bp.27089851.2020.12.11 fatcat:killhclkdbbv3eylyuqlqkwdre

Applications of the Small and Medium Enterprise Management System Using the Clustering Algorithm

Xuejing Lv
2021 Mobile Information Systems  
The effectiveness of the designed system is tested using simulation-based experiments to simulate the management and operation mode of the medium- and small-sized enterprise.  ...  A small and medium enterprise management system based on a clustering algorithm is designed in this paper to address this problem.  ...  medium enterprises using this kind of enterprise management system is less than 5% [2] . rough analysis and investigation, it is found that one of the main reasons is that small and medium enterprises  ... 
doi:10.1155/2021/9995379 doaj:767c8d78ed27423c99bcc465043d8789 fatcat:dupnzhk7sbe4detw5n5vabdvf4

Machine Learning Theory in the Strategic Management of Regional Risk Factors Measurement

Shajunyi Zhao, Jingfeng Zhao, Sang-Bing Tsai
2021 Mobile Information Systems  
According to statistics, most small- and medium-sized enterprises cannot survive the first three years of the initial stage of entrepreneurship.  ...  Under the background of the state's strong support for entrepreneurship, domestic small- and medium-sized enterprises ushered in the climax of development, but there are still crises coexisting with opportunities  ...  ushered in a new spring, i.e., many small-and medium-sized enterprises are springing up.  ... 
doi:10.1155/2021/2770830 fatcat:wctbbnhsivfb3neixw4impk35u

A Decision Tree Algorithm for Financial Risk Data of Small and Medium-sized Enterprises

Jun , Yan, Hui Liu
2022 International journal of economics and statistics  
With the advent of the era of big data, although enterprises have certain strategic choices in the process of active early warning of financial operational risks, the effect of financial risk early warning  ...  The financial risk early warning management system based on decision tree algorithm can effectively and accurately prevent the financial management risks of enterprises, and effectively avoid the possible  ...  ACKNOWLEDGMENTS Supported by the research and innovation platform construction plan of Wuhan College, the Platform Name: Research Center for value evaluation and creation of private enterprises, (Project  ... 
doi:10.46300/9103.2022.10.30 fatcat:ppu6aocc7reh7jhw5nxfhwjery

The Use of Artificial Intelligence Methods to Assess the Effectiveness of Lean Maintenance Concept Implementation in Manufacturing Enterprises

Katarzyna Antosz, Łukasz Paśko, Arkadiusz Gola
2020 Applied Sciences  
Decision trees and rough set theory were used for the analysis. The decision trees were made for the average value of the overall equipment effectiveness (OEE) indicator.  ...  The increase in the performance and effectiveness of maintenance processes is a continuous aim of production enterprises.  ...  Knowledge derived from data based on the rough set theory is recorded in the form of decision rules [55] .  ... 
doi:10.3390/app10217922 fatcat:v5hbkt4zyjf6pe5nwbk77p5e74

Influence of Main Macroeconomic Factors on the Level of Employment on Different Size Enterprises – The Evidence from the Sector of Transportation and Storage

Elena Mielcova
2017 Scientific Annals of Economics and Business  
Calculated estimation will be presented on data from the sector of transportation and storage for four countries – the Czech Republic, Germany, Austria, Poland and Slovakia for the period 2005-2014, which  ...  The main aim of this paper is to verify the hypothesis that the shift in levels of main macroeconomic variables – in this case in levels of GDP and exports – cause shift of employment levels in private  ...  Acknowledgements This paper was supported by the Ministry of Education, Youth and Sports Czech Republic within the Institutional Support for Long-Term Development of a Research Organization in 2017.  ... 
doi:10.1515/saeb-2017-0034 fatcat:mmwuwpa6knhgvljvbwj3vfyffu

Comprehensive Evaluation of Businesses Innovation and E-commerce in Small and Medium-sized Enterprises: An Empirical Analysis

Xiong Hu
2016 International Journal of Hybrid Information Technology  
At the same time, the electronic commerce also helps small and medium enterprises to make full use of the flexible and quick advantages, and complete the upgrade of the flexible production .In this paper  ...  E-commerce as a new way of enterprise marketing ,it plays an important role in promoting small and medium enterprises to develop new markets, reduce production and management costs, improve productivity  ...  In the form of electronic questionnaires, the questionnaire survey time is concentrated in 2014; the small and medium-sized enterprises are based on the assistance of the small and medium sized enterprise  ... 
doi:10.14257/ijhit.2016.9.2.31 fatcat:rh2zps6fb5gehfu44qnlojuby4

Evaluating the Sustainable Growth of Small- and Medium-Sized Construction Enterprises Using the Multicriteria Decision-Making Method

Wenbao Wang, Wenhe Lin, Xinyi Dai, Yingzheng Yan, Aiping Xuan
2020 Discrete Dynamics in Nature and Society  
Evaluation and analysis of the sustainable growth of small- and medium-sized construction enterprises listed before the end of 2012 were conducted.  ...  Sustainable growth plays an important role in the development of small- and medium-sized construction enterprises and has increasingly become a hot topic in the political and academic arenas.  ...  Based on this algorithm, the growth evaluation model of small-and medium-sized construction enterprises, including growth resources, growth ability, and growth innovation, is established. rough sensitivity  ... 
doi:10.1155/2020/3151949 fatcat:3ngkewqv3fa7xja4qjlcyn2hqi

The Order Financing Risk Evaluation under the Financial Supply Chain Model Based on the Logistic Model

Xiaoli Song, Xian Wu, Chang Liu, Huanhuan Yang, Miaochao Chen
2022 Journal of Mathematics  
Order financing, as an innovative business in the financial supply chain model of banks and other financial institutions, has served more and more small and medium-sized enterprises in recent years, and  ...  The role-played in order financing and the key risk variables faced by financial institutions, and innovatively proposed an evaluation method based on the logistics model.  ...  Acknowledgments is work was supported by the project research on the innovation path of high-quality development of science and technology finance in Hebei province (no. SD2021063).  ... 
doi:10.1155/2022/1854436 fatcat:lfvt7i5q5ngrnigyypqht4lm5e

The Application of the Data Mining Method Based on Ensemble Learning to the Research on Early Warning of Financial Crisis in Small- and Medium-Sized Enterprises

Jie Guo, Wenyan Wang, Kalidoss Rajakani
2022 Wireless Communications and Mobile Computing  
In the big data environment, the factors affecting the operation of small- and medium-sized enterprises are becoming more and more complex.  ...  In order to more accurately measure the financial crisis of small- and medium-sized enterprises, from the perspective of multisource information fusion, based on the traditional financial data reflecting  ...  Acknowledgments The author would like to show sincere thanks to those techniques who have contributed to this research.  ... 
doi:10.1155/2022/8443988 fatcat:srkdjiffefdhniln3rpsuhjici

Construction of Enterprise Financial Early Warning Model Based on Logistic Regression and BP Neural Network

Jincheng Lyu, Baiyuan Ding
2022 Computational Intelligence and Neuroscience  
At present, the number of enterprises in financial crisis in China is rising sharply, and the ability of enterprises to resist risks is generally weak.  ...  Then, we use Logistic and BP neural network modeling, respectively, to study and compare the data from 2017 to 2019 to predict the financial risk in the following year.  ...  Smalland medium-sized enterprises provide 80% of the urban population's employment, and 70% of innovation comes from small-and medium-sized enterprises.  ... 
doi:10.1155/2022/2614226 pmid:35655497 pmcid:PMC9155972 fatcat:kqd2e626ozgkffdsolpwgulzqa

Construction and Analysis of Performance Evaluation Index System for Chinese Small and Medium-Sized Enterprises Based on Fuzzy Hierarchical Analysis Model

Mengning He, Raquel Pérez Estebanez, Le Sun
2022 Computational Intelligence and Neuroscience  
The evaluation of cost management of micro and small manufacturing enterprises based on the supply chain was carried out by using gray fuzzy analysis, and the empirical analysis was based on the research  ...  small manufacturing enterprises based on the supply chain to improve the cost management of micro and small manufacturing enterprises.  ...  Based on the same information set, we evaluated enterprises A and B with fuzzy hierarchical analysis, and the evaluation results with intuitionistic fuzzy hierarchical analysis are shown in Table 7 .  ... 
doi:10.1155/2022/1230786 pmid:35909843 pmcid:PMC9334123 fatcat:xrodqimzbraotllbhay7myctmq

Evaluation of SMEs' Credit Decision Based on Support Vector Machine-Logistics Regression

Rui Xie, Rui Liu, Xian-Bei Liu, Jia-Ming Zhu, Ghulam Mustafa
2021 Journal of Mathematics  
Finally, this article starts from the credit decision of small, medium, and microenterprises and provides theoretical and practical suggestions for banks to control the risks of small, medium, and microenterprises  ...  This article uses support vector machines, logistics regression, and other methods for the comprehensive evaluation of credit decision-making of small, medium, and microenterprises and comprehensively  ...  and 2018jyxm1305), "First-Class Course" of Anhui University of Finance and Economics (acylkc202008), and the Teaching and Research Fund Project of the Anhui University of Finance and Economics (acjyyb2020011  ... 
doi:10.1155/2021/5541436 fatcat:pqxh4dkkarchrouf3epkuyqs4u
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