Artificial intelligence for accounting and finance: task taxonomy.
Abstract:
The rapid expansion of artificial intelligence (AI) technologies presents novel technical solutions to traditional accounting and finance problems. Despite this, scholars...Show MoreMetadata
Abstract:
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.
Artificial intelligence for accounting and finance: task taxonomy.
Published in: IEEE Access ( Volume: 11)
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- IEEE Keywords
- Index Terms
- Artificial Intelligence ,
- Financial Problems ,
- Artificial Intelligence Applications ,
- Artificial Intelligence Technology ,
- Artificial Intelligence Techniques ,
- Accounting Research ,
- Artificial Intelligence Methods ,
- Traditional Finance ,
- Traditional Accounting ,
- Neural Network ,
- Deep Learning ,
- Support Vector Machine ,
- Artificial Neural Network ,
- Financial Statements ,
- Multi-objective Optimization ,
- Cash Flow ,
- Textual Information ,
- Stock Price ,
- Deep Reinforcement Learning ,
- Optimal Portfolio ,
- Financial Fraud ,
- Fraud Detection ,
- Analysis Of Statements ,
- GARCH Model ,
- Capital Structure ,
- Money Laundering ,
- Financial Crime ,
- Corporate Finance ,
- Option Pricing ,
- Financial Measures
- Author Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Artificial Intelligence ,
- Financial Problems ,
- Artificial Intelligence Applications ,
- Artificial Intelligence Technology ,
- Artificial Intelligence Techniques ,
- Accounting Research ,
- Artificial Intelligence Methods ,
- Traditional Finance ,
- Traditional Accounting ,
- Neural Network ,
- Deep Learning ,
- Support Vector Machine ,
- Artificial Neural Network ,
- Financial Statements ,
- Multi-objective Optimization ,
- Cash Flow ,
- Textual Information ,
- Stock Price ,
- Deep Reinforcement Learning ,
- Optimal Portfolio ,
- Financial Fraud ,
- Fraud Detection ,
- Analysis Of Statements ,
- GARCH Model ,
- Capital Structure ,
- Money Laundering ,
- Financial Crime ,
- Corporate Finance ,
- Option Pricing ,
- Financial Measures
- Author Keywords