Analysis of Human Interactive Accounting Management Information Systems Based on Artificial Intelligence

Qu, Jin

doi:10.4018/jgim.294905

Cited by 10 publications

(6 citation statements)

References 37 publications

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“…e accounting entries under the corresponding economic business activities and accounting standards are obtained through the continuous feedback training of the neural network [18,19]. the output of each node of the input layer is calculated as given by the following equation:…”

Section: E Bp Ann Modelmentioning

confidence: 99%

Application Analysis of Artificial Intelligence Algorithm in Accounting Field under the Background of Innovation Economy

Chen

2022

Mobile Information Systems

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At present, economic business activities occur to the accounting element confirmation link of the accounting information system (AIS), which still occupies a large amount of manpower and material resources of the enterprise to generate information. This has been restricting the development of modern AIS. Based on this, first, this paper studies the influence of the knowledge economy on accounting innovation and in the innovation economy. The process of confirmation for accounting elements in economic business, under the traditional AIS, is analyzed. Then, the model of the accounting element confirmation, i.e., BPNN, is constructed by combining the backpropagation (BP) neural network (NN) theory with the artificial intelligence (AI) algorithm. Finally, we simulate the confirmation process of accounting elements based on the economic business data of specific online stores. The experimental outcomes illustrate that under the proposed BPNN model, the output value of the accounting entry is also increasing and has been in the interval [0, 0.14] with the continuous increase in the input value of economic business activities. Moreover, the overall simulation error of economic business activity data does not exceed 0.3% in the simulation test of the proposed accounting business data confirmation model based on the BPNN algorithm. The empirical outcomes indicate that the model has high accuracy and reliability. The purpose is to realize the identification of business events by machines and complete the automatic confirmation of accounting elements in the back-end economic business of online stores. This paper provides new ideas for realizing the overall intelligence of the AIS.

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Section: E Bp Ann Modelmentioning

confidence: 99%

Application Analysis of Artificial Intelligence Algorithm in Accounting Field under the Background of Innovation Economy

Chen

2022

Mobile Information Systems

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“…Therefore, to explore the strategic role of dynamic AIS capability, this study investigates the relationship between dynamic AIS capability and business-process capabilities. In addition, a number of studies have demonstrated the positive effects of information systems capability on overall organizational performance [28][29][30][31], but our understanding of the business processes capabilities through which such gains are achieved remains limited due to a lack of focus on the turbulent business environment.…”

Section: Introductionmentioning

confidence: 99%

The Impact of Dynamic Accounting Information System on Organizational Resilience: The Mediating Role of Business Processes Capabilities

et al. 2022

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For decades, one of the main concerns of both practitioners and academics has been the business value of dynamic accounting information systems (DAIS). A number of studies have demonstrated the positive effects of information systems capability on overall organizational performance, but our understanding of the business processes capabilities through which such gains are achieved remains limited due to a lack of focus on the turbulent business environment. As a result, the research on information systems continues to debate such a connection. The role of business process capabilities in modulating the link between dynamic AIS capability and organizational resilience was investigated in this study. Our results show that, while firm-wide dynamic AIS capability has characteristics of flexible AIS, complement BI system, and AIS-related human resource competency, the impact on organizational resilience is positively affected by mediation of business process capabilities based on 144 matched questionnaires selected from large companies from various sectors listed on the Bursa Malaysia. Our results also suggest that dynamic AIS capability has an impact on organizational resilience. According to the Resource-Based Theory (RBT) and dynamic capabilities view (DCV) viewpoints, there is a link between dynamic AIS and business process capacity to improve organizational resilience. The findings strongly support the claim that an organization’s dynamic AIS capabilities—both flexible AIS, complementary business intelligence (BI) system, and AIS-related human resource competency—can help an organization improve its resilience. This research’s practical and theoretical ramifications as well as its limitations are examined.

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“…Numerous studies have applied AI techniques to the accounting and finance fields, significantly improving business processes. Optical character recognition [13], intelligent accounting information systems [14], and intelligent trading systems [15] are widely employed in practice, enhancing business processing efficiency. AI techniques enable feature extraction from existing data, as reported in numerous studies.…”

Section: B Related Workmentioning

confidence: 99%

Artificial Intelligence in Accounting and Finance: Challenges and Opportunities

Yi,

Cao,

Chen

et al. 2023

IEEE Access

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The rapid expansion of artificial intelligence (AI) technologies presents novel technical solutions to traditional accounting and finance problems. Despite this, scholars in accounting and finance frequently encounter difficulties navigating the extensive and intricate domain knowledge of AI and its continuously evolving literature. To address this gap, this paper conducts a qualitative survey of the implementation of AI methods in accounting and finance. The paper is structured into four sections. Firstly, we examine the conventional accounting and finance issues and their requirement for AI techniques. Secondly, to inform accounting and finance researchers about the potential of AI, we present broad categories of AI applications. Thirdly, we explore recent research on AI solutions to conventional problems. Finally, we highlight emerging trends and possible research directions.

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Analysis of Human Interactive Accounting Management Information Systems Based on Artificial Intelligence

Cited by 10 publications

References 37 publications

Application Analysis of Artificial Intelligence Algorithm in Accounting Field under the Background of Innovation Economy

Application Analysis of Artificial Intelligence Algorithm in Accounting Field under the Background of Innovation Economy

The Impact of Dynamic Accounting Information System on Organizational Resilience: The Mediating Role of Business Processes Capabilities

Artificial Intelligence in Accounting and Finance: Challenges and Opportunities

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