Accounting
Mohamed Khamis Zaytoun; Mohamed Mahmoud Elhoushy
Abstract
This research aims to analyze the impact of the increasing development of financial technology on the auditing profession. To achieve this goal, it defined financial technology as the use of technological innovation in the financial sector using the online market as a place to provide solutions to various ...
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This research aims to analyze the impact of the increasing development of financial technology on the auditing profession. To achieve this goal, it defined financial technology as the use of technological innovation in the financial sector using the online market as a place to provide solutions to various financial problems experienced by digital customers through the development of strategic models, processes, applications, or innovative products. The auditing profession faces great challenges; the changes brought about by fourth industrial revolution are not limited to technology only, but have extended to include the need to redesign some of the concepts that constitute the basic building blocks of accounting and auditing; like the concept of value. The changing face of the business environment may shift professional services from focusing on assurance services to focusing on non- assurance services. The research concluded that financial technology innovations enhance the use of the real time audit approach and the emergence of audit applications. The research also concluded that there is an update in the professional assurance services currently provided by the auditor. The role of the auditor emerged in assurance management’s assertions regarding the effectiveness of internal control over information technology, management’s disclosures regarding the application of artificial intelligence tools, auditing fair value estimates and accounting estimates prepared using artificial intelligence tools, management’s disclosures about cybersecurity risks, and cyber security risks management. Finally, the research concluded that new professional services have emerged, including auditing smart contracts, Trust assurance service in blockchains system, the function of the central administrator, and the function of arbitration in disputes. However, to achieve the future vision of professional assurance services for the auditor, the profession needs to overcome a number of challenges. First, it is to bridge the gap between the approach and method of real time audit and current auditing standards. Second, high investment to create tools to automate the audit.
Management
Rina Nopianti; Andreas Tri Panudju; Angrian Permana
Abstract
This paper aims to predict stock prices using open, high, low, close variables using artificial neural networks, especially the adaptive fuzzy neural inference system (ANFIS). Each stock has a different pattern and can be predicted if you have complete data. This study is limited by stock data for 2012-2019. ...
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This paper aims to predict stock prices using open, high, low, close variables using artificial neural networks, especially the adaptive fuzzy neural inference system (ANFIS). Each stock has a different pattern and can be predicted if you have complete data. This study is limited by stock data for 2012-2019. The survey was conducted to collect stock data from the Yahoo Finance website. The stock data used is data from 2001-2018. Learning patterns of data patterns using the Adaptive Neural Fuzzy Inference System (ANFIS) were compared with regression analysis, Mean Square Error (MSE) and Mean Prediction Error. The results show that stock price predictions using the Adaptive Neural Fuzzy Inference System (ANFIS) have a small error rate (below 1 percent). The stock price at closing is determined by the open price and the volume of the stock. The value of the highest price of the stock and the lowest value of the stock follows the determined value of the opening price. This paper contributes to existing research in economics, especially stock investment and Financial Technology.
