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The Construction and Empirical Analysis of the Company's Financial Early Warning Model Based on Data Mining Algorithms

Aiqun Wang, Hongxiang Yu, Miaochao Chen
2022 Journal of Mathematics  
Therefore, how to find useful information for the financial risk early warning management of the enterprise from the large amount of financial data information generated by the business activities of the  ...  With the rapid advancement of the informatization process, enterprise informatization management has received more and more attention.  ...  ST and CXISP. e DM data mining process model is the framework, and the Clementine data mining tool is used to realize the application of data mining technology in financial risk early warning.  ... 
doi:10.1155/2022/3808895 fatcat:lmyx45hb5bbtxkkuunmmqvobka

Integrating Data Mining Into Managerial Accounting System: Challenges and Opportunities

Yihan Wang, Zhenkun Wang
2016 Chinese Business Review  
The alignment of data mining and business would bring benefits to the organization's management.  ...  The study investigated the adoption of data mining technologies in managerial accounting system, concentrating on the challenges and opportunities.  ...  Besides, the application of data mining in risk control is useful for organizations to detect unknown risk factors and improve their level of risk management.  ... 
doi:10.17265/1537-1506/2016.01.004 fatcat:2cg6hqu7efhvvbb3xo6thc5uui

Safety Culture Assessment of Coal Mine Enterprise

Chen Kun, Xu Longjun, Chen Yan, Bi Zhiming, Yi Jun
2011 Procedia Engineering  
The results of our application prove that the order of the safety cultural level can be as follows: X coal mine enterprise <T coal mine enterprise <S coal mine enterprise.  ...  The paper is inclined to introduce a renovated fuzzy overall evaluation model specially purposed for safety culture of coal mine enterprise, which was established by us authors based on our own years'  ...  Evaluation Results According to the weight curtained by table 1, 20 managers of production technique and experts of safety management were asked for marking every safety culture indexes of T、S、X coal mines  ... 
doi:10.1016/j.proeng.2011.11.2388 fatcat:7ia5dr3v6vd5xd4zi6z5nric7a

Application of Data Mining Technology in Enterprise Digital Human Resource Management

Da Zhou, Mohammad Ayoub Khan
2022 Security and Communication Networks  
The purpose of this paper is to explore the practical application of big data comprehensive mining and analysis technology in the overall human resource management work of the entire enterprise under the  ...  and analyzes the entire process of modern enterprise daily operation and various types of human resource system risk management and business data.  ...  Conduct in-depth investigations, effectively saving a lot of commercial investigation costs. Application of Data Mining Technology in Enterprise Human Resource Management.  ... 
doi:10.1155/2022/7611623 fatcat:typcjleujzgw3jad4ms2kvchiy

Advanced analytics: opportunities and challenges

Ranjit Bose
2009 Industrial management & data systems  
This paper aims to investigate these three mining technologies in terms of how they are used and the issues that are related to their effective implementation and management within the broader context  ...  The first part discusses a framework for BI using the data, text, and web mining technologies for advanced analytics; and the second part identifies and discusses the opportunities and challenges the business  ...  Mining applications, on the other hand, embed techniques inside an application customized to address a specific business problem.  ... 
doi:10.1108/02635570910930073 fatcat:i6emgwkcxrcrhd6bql4ndirxue

A survey on recent research in business intelligence

Martin Aruldoss, Miranda Lakshmi Travis, V. Prasanna Venkatesan
2014 Journal of Enterprise Information Management  
Originality/value -A comprehensive survey on BI which identifies areas lacking in recent research and providing potential opportunities for investigation.  ...  The company manages a portfolio of more than 290 journals and over 2,350 books and book series volumes, as well as providing an extensive range of online products and additional customer resources and  ...  data mining for BI applications (He Yue and Ding, 2009) To develop a parallel data mining architecture to BI applications Enhancement in BI applications to add parallel processing of data mining  ... 
doi:10.1108/jeim-06-2013-0029 fatcat:lpliy3qlazdnxcvrpmgcmi3vlq

Smart Financial Management System Based on Data Ming and Man-Machine Management

Maotao Lai, Xin Ning
2022 Wireless Communications and Mobile Computing  
intelligent financial management is established, and the application of a data mining model in decision support system is introduced.  ...  To begin, the architecture of an intelligent financial management system is thoroughly investigated, and a new architecture of an intelligent financial management support system based on data mining is  ...  For example, is the expense of the enterprise reasonable? Does the enterprise face financial risk?  ... 
doi:10.1155/2022/2717982 fatcat:yw22njbitzf3lny2i7s453jcoq

Data, Text and Web Mining for Business Intelligence : A Survey

Abdul-Aziz Rashid Al-Azmi
2013 International Journal of Data Mining & Knowledge Management Process  
Enterprises use mining technologies to search vast amounts of data for vital insight and knowledge.  ...  The Information and Communication Technologies revolution brought a digital world with huge amounts of data available.  ...  ACKNOWLEDGEMENTS The author would like to thank Professor Hameed Al-Qaheri, College of Business Administration, Kuwait University for his support and help during this research.  ... 
doi:10.5121/ijdkp.2013.3201 fatcat:urjcxelt7vbvzfmt2ynmenlc5u

Research on Occupational Safety, Health Management and Risk Control Technology in Coal Mines

Lu-jie Zhou, Qing-gui Cao, Kai Yu, Lin-lin Wang, Hai-bin Wang
2018 International Journal of Environmental Research and Public Health  
development, which can provide a reliable assurance to the safe operation of coal mines.  ...  health, identification and assessment of risks, early warning and dynamic monitoring of risks, etc.; also, a B/S mode software (Geting Coal Mine, Jining, Shandong, China), i.e., Coal Mine Occupational  ...  We declare that we do not have any commercial or associative interest that represents a conflict of interest in connection with the work submitted.  ... 
doi:10.3390/ijerph15050868 pmid:29701715 pmcid:PMC5981907 fatcat:pya6fgsm7fanhcpastb2damfvi

Recent Development in Big Data Analytics for Business Operations and Risk Management

Tsan-Ming Choi, Hing Kai Chan, Xiaohang Yue
2017 IEEE Transactions on Cybernetics  
This paper aims to present the challenges and opportunities of big data analytics in this unique application domain.  ...  Business operations and risk management can be a benefi-ciary as there are many data collection channels in the related industrial systems (e.g., wireless sensor networks, Internet-based systems, etc.)  ...  The authors would like to thank the Chief Editor, the Associate Editor, and the three anonymous reviewers for their constructive and important comments.  ... 
doi:10.1109/tcyb.2015.2507599 pmid:26766385 fatcat:lxkunv7eozb2jhthzpktgn2rme

Eco-innovative competencies of mining engineers in the context of environmental management system requirements

Sergey Yu. Trapitsin, Zoya V. Apevalova, Marina A. Loshchilova, Liliia Al. Leonova, Irina B. Trofimova, Marina V. Yeroma, A. Vankevich, T. Ilina
2020 SHS Web of Conferences  
The issues of the eco-innovation activities and the objectives of environmental management at coal mining enterprises are consistently considered.  ...  The article presents the examination of general and special requirements for the environmental education of mining engineers, which are to become the basis for the sustainable development of engineering  ...  Ability to introduce new techniques and technologies for mining and processing of minerals and to assess technological risks when applying new approaches; 2.  ... 
doi:10.1051/shsconf/20208001016 fatcat:hs22qogmsrgxlgvh63dq57iape

Systematic review on process mining and security

Robert Kelemen
2018 Central and Eastern European eDem and eGov Days  
One approach to secure systems could be the use of process mining techniques.  ...  This paper investigates the research on process mining techniques in security domain and tries to discover the examples of its implementation especially in public sector.  ...  The first area is to propose a comprehensive process mining applicability framework that provides a clear guidance as well as a common language for business process mining in the context of enterprise  ... 
doi:10.24989/ocg.v325.13 fatcat:xresv7ysmjgijnuaywxdeszgna

Agile Data Architecture in Mining Industry for Continuously Business-IT Alignment: EA Perspective

Rika Yuliana, Budi Rahardjo
2018 JOIN: Jurnal Online Informatika  
Therefore, this paper aims to design an agile enterprise data architecture model rules (blueprint) in mining company based on various frameworks, tools and methods/techniques so that managers can govern  ...  Data plays a vital role particularly in mining enterprises to foster innovation and business performance through precise decision-making.  ...   think the character of customer data and social media in constructing a more comprehensive illustration of the application for each personnel and customers  Plan for the way emerging technologies,  ... 
doi:10.15575/join.v3i1.213 fatcat:gku74rxqqneapb4wikarwaxreq

Forecasting the effectiveness of the enterprise to intensify innovation and investment development, taking into account the financial component of economic potential

Alexander Bradul, Larysa Varava, Anatolii Turylo, Iryna Dashko, Andrii Varava
2021 Eastern-European Journal of Enterprise Technologies  
Based on the analysis of methodological tools for evaluating the activities of a mining and processing enterprise, formed a comprehensive methodology for quantitative and qualitative assessment of actual  ...  Approbation of the developed technique is carried out within the limits of the express analysis of effective indicators of efficiency of activity of mining and processing enterprises.  ...  Based on the analysis of methodological tools for evaluating the activities of a mining and processing enterprise, formed a comprehensive methodology for quantitative and qualitative assessment of actual  ... 
doi:10.15587/1729-4061.2021.239249 fatcat:do275hwhu5e4ricswo5kpgagsu

Risk Assessment of Safety Management Audit Based on Fuzzy TOPSIS Method

Chenning Tian, Hongxia Li, Shuicheng Tian, Fangyuan Tian, Alessio Ishizaka
2020 Mathematical Problems in Engineering  
Technique for Order Preference by Similarity to an Ideal Solution (TOPSIS) is a common method for audit risk assessment, but in practice, evaluation results obtained using this method are ambiguous as  ...  Therefore, it is necessary to strengthen the audit of safety management and evaluate the risks in the process, which will be conducive to the design of effective safety management methods and reduce the  ...  Acknowledgments is work was supported by the National Natural Science Foundation of China (grant nos. 51874237 and U904210).  ... 
doi:10.1155/2020/1612538 fatcat:zhx2ppftirezheasneuqmprpiq
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