Basic Principles of Financial Process Mining A Journey through Financial Data in Accounting Information Systems
نویسنده
چکیده
Auditors and process managers often face a huge amount of financial entries in accounting information systems. For many reasons like auditing the internal control system a process-oriented view would be more helpful to understand how a set of transactions produced financial entries. For this reason we present an algorithm capable to mine financial entries and open items to reconstruct the process instances which produced the financial entries. In this way, auditors can trace how balance sheet items have been produced in the system. Traditional process mining techniques only reconstruct processes but pay no regard to the financial dimension. The paper wants to close this gap and integrate the process view with the accounting view.
منابع مشابه
The Impact of Intra-Network Communications of Actors on Financial Reporting Quality by Structural Equations Technique
Actor-network theory, which is considered as a development of socio-technical structuralism school, observes reservation and stability of networks containing personal and impersonal components such as individuals, organizations, communication software and hardware, and infrastructural standards by examination of socio-technical dimensions concurrently.The goal of this research is studying the i...
متن کاملIdentification of Fraud in Banking Data and Financial Institutions Using Classification Algorithms
In recent years, due to the expansion of financial institutions,as well as the popularity of the World Wide Weband e-commerce, a significant increase in the volume offinancial transactions observed. In addition to the increasein turnover, a huge increase in the number of fraud by user’sabnormality is resulting in billions of dollars in lossesover the world. T...
متن کاملIdentification of Fraud in Banking Data and Financial Institutions Using Classification Algorithms
In recent years, due to the expansion of financial institutions,as well as the popularity of the World Wide Weband e-commerce, a significant increase in the volume offinancial transactions observed. In addition to the increasein turnover, a huge increase in the number of fraud by user’sabnormality is resulting in billions of dollars in lossesover the world. T...
متن کاملPredicting Bankruptcy of Companies using Data Mining Models and Comparing the Results with Z Altman Model
One of the issues helping make investment decisions is appropriate tools and models to evaluate financial situation 0f the organization. By means of these tools, investors can analyze financial situation of the organization and identify financial distress or an ideal condition, they become aware of making decisions to invest in appropriate conditions. The main objective of this study is to ev...
متن کاملFinancial Reporting Fraud Detection: An Analysis of Data Mining Algorithms
In the last decade, high profile financial frauds committed by large companies in both developed and developing countries were discovered and reported. This study compares the performance of five popular statistical and machine learning models in detecting financial statement fraud. The research objects are companies which experienced both fraudulent and non-fraudulent financial statements betw...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2010