Management Research of Big Data Technology in Financial Decision-Making of Enterprise Cloud Accounting

被引:3
|
作者
Sun, Liru [1 ]
机构
[1] Liaodong Univ, Sch Management, Dandong 118001, Peoples R China
关键词
Big data technology; cloud accounting; financial decision; K-means clustering; MODEL;
D O I
10.1142/S0219649223500673
中图分类号
G25 [图书馆学、图书馆事业]; G35 [情报学、情报工作];
学科分类号
1205 ; 120501 ;
摘要
There are certain risks in the network data of cloud accounting platform, and the accuracy of audit data directly affects the subsequent financial decisions of enterprises. In order to ensure the accuracy of enterprise decision management, this paper constructs a cloud accounting IT audit model based on big data technology. First, the enterprise's solvency, profitability and operation capacity are taken as the indicators of financial status, and the evaluation index system is constructed. Then the data are preprocessed, after which the analytic hierarchy process is used to analyse the data and determine the audit focus. Finally, K-means algorithm, rule association algorithm, SQL statement and audit intermediate table are used to conduct audit analysis, and audit doubts are found, and the effectiveness of the method is verified with specific cases. Through the experimental analysis, we can see that the average accuracy rate of the model built by the research institute is 98.37%, and the average recall rate is 97.67%. This model can accurately identify and judge the abnormal situation of the data in the cloud accounting platform, provide more accurate and effective data analysis results for the financial decision-making of enterprises, and have positive significance for the sustainable development of enterprises.
引用
收藏
页数:23
相关论文
共 50 条
  • [21] Research on Enterprise Financial Accounting Information Security Model Based on Big Data
    Zhong, Ran
    Zhang, Qianying
    Zhao, Yachao
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022
  • [22] Research on enterprise financial management and decision making based on decision tree algorithm
    Zhai, Shen
    Boletin Tecnico/Technical Bulletin, 2017, 55 (15): : 166 - 173
  • [23] Managerial decision-making and financial accounting information
    Socea, Alexandra-Daniela
    8TH INTERNATIONAL STRATEGIC MANAGEMENT CONFERENCE, 2012, 58 : 47 - 55
  • [24] The Research on Project Management and Decision-Making System of Construction Enterprise
    Wu Xinping
    PROCEEDINGS OF 2010 INTERNATIONAL SYMPOSIUM ON ECONOMIC DEVELOPMENT AND ENGINEERING MANAGEMENT, 2010, : 273 - 278
  • [25] Research on the influence mechanism of big data on enterprise management decision
    Hu, Xin
    Shu, Xiaobin
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2019, 125 : 76 - 77
  • [26] Transforming Financial Decision-Making: The Interplay of AI, Cloud Computing and Advanced Data Management Technologies
    Ionescu, Sergiu-Alexandru
    Diaconita, Vlad
    INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2023, 18 (06) : 1 - 19
  • [27] HUMAN TALENT MANAGEMENT BASED ON COMPETENCES FOR ACCOUNTING-FINANCIAL DECISION-MAKING
    Mayorga, Eduardo Ramiro Davalos
    Condo, Daysi Graciela Astudillo
    Flor, Jessy Gabriela Vega
    Cuesta, Patricio Alejandro Sanchez
    BIBLIOTECAS-ANALES DE INVESTIGACION, 2023, 19 (03): : 1 - 10
  • [28] Optimization and decision-making with big data
    Li, Xiang
    Xu, Xiaofeng
    SOFT COMPUTING, 2018, 22 (16) : 5197 - 5199
  • [29] THE FINANCIAL-ACCOUNTING INFORMATION IN THE DECISION-MAKING PROCESS
    Zuca, Marilena
    METALURGIA INTERNATIONAL, 2009, 14 : 131 - 136
  • [30] Optimization and decision-making with big data
    Xiang Li
    Xiaofeng Xu
    Soft Computing, 2018, 22 : 5197 - 5199