Handwritten Documents Validation using Pattern Recognition and Transfer Learning

Handwritten documents in an Enterprise Resource Planning (ERP) system can come from different sources and usually have different designs, sizes, and subjects (i.e. bills, checks, invoices, etc.). Given these documents were filled manually, they have to be inspected to detect various kinds of issues (missing signature or stamp, missing name, etc.) before being saved in the ERP system or processed by an OCR engine. In this paper, the authors present a transfer learning approach to detect issues in scanned handwritten documents, using an award-winning deep convolutional neural network (InceptionV3) and different machine learning algorithms such as Logistic Regression (LR), Support Vector Machine (SVM) and Naive Bayes (NB). The experiment shows that the combination of InceptionV3 and LR got an accuracy of 91.8% for missing stamp detection. This can allow using this approach in an ERP system as an automatic verification procedure in a document processing flow.

Enterprise Resource Planning (ERP) systems have emerged as essential tools in streamlining financial reporting and improving management efficiency across various industries, including large-scale energy operations. This theoretical review explores how ERP systems enhance financial reporting by integrating real-time data, automating financial processes, and fostering transparency. In energy operations, where financial activities are complex and data-intensive, ERP systems centralize financial data, reducing errors, improving compliance, and supporting decision-making through enhanced visibility and accuracy. By automating tasks such as budgeting, forecasting, and financial statement generation, ERP systems enable energy companies to efficiently manage their financial resources, thus optimizing cost control and profitability. Additionally, ERP systems provide significant benefits for management efficiency, particularly in large-scale operations. The integration of financial, operational, and managerial processes within a single platform allows for better resource allocation, improved communication across departments, and faster response times to market fluctuations. These capabilities are crucial in the energy sector, where companies face volatile market conditions, regulatory pressures, and high operational risks. ERP systems enhance managerial decision-making by providing real-time insights into key performance indicators (KPIs), enabling executives to make data-driven decisions that support long-term strategic goals. However, implementing ERP systems in large-scale energy operations presents challenges, including high costs, lengthy implementation periods, and the need for employee training. This review also examines these barriers and suggests strategies for successful ERP adoption, including phased implementation, stakeholder engagement, and customization to industry-specific needs. In conclusion, ERP systems hold the potential to revolutionize financial reporting and management efficiency in large-scale energy operations. By leveraging ERP's real-time data integration and process automation, energy companies can significantly improve their financial management, enhance decision-making, and adapt more quickly to market changes. Keywords: ERP Systems, Financial Reporting, Management Efficiency, Large-Scale Energy Operations, Process Automation, Real-Time Data Integration, Decision-Making, Cost Control, Market Fluctuations, Energy Sector.

Every business or government agency needs to track information regarding their finances, their employees, and the items or assets they own and manage. Software applications that track this type of information are called enterprise resource planning (ERP) systems. Managing these assets in an integrated application allows an organization to have a consistent view across the entire enterprise. This enterprise-wide view allows ERP systems to go beyond the traditional transaction-based accounting systems maintained at the organization level and deliver fully integrated financial and human capital management based on industry-derived best practices across organizations. In response to the pressures of global competition, enterprises today are forging ahead with the mission of integrating information systems across corporate boundaries to unite customers, suppliers and any other business partners with which they interact. And in the mean time, with the development of the society, more and more people have to go many places because the job makes them and working at home also becomes more and more popular. Those people who are not at the place of their company also want to continue their work in other places even at home. The old style ERP system is in C/S model and cannot satisfy with the needs. So it is very necessary to upgrade the ERP system. This paper will go to figure out the application of the Web service in the upgrading of ERP system. In this paper, we focus on that how to upgrade or renew a C/S ERP system to an ERP system with B/S model and the application of Web service. We use the J2EE architecture and XML technology to provide Web service and upgrade/renew the former ERP system. UML tools play a very important role in the upgrading procedure. We use UML to analysis and design the B/S ERP system, which based on the C/S version. We use JSP to act as the view of the system because of its flexibility. In the Web service, the XML is necessary. So the XML technology is also used. In the end of the paper, we will figure out how these technologies to be used through a concrete example.

Most enterprise systems (ES) solutions have evolved with the technological factors of flexibility, modularity and integration embedded to fit both business and information technology (IT) requirements for many organizations. Recently, Enterprise Resource Planning (ERP) and business-to-business electronic business (e-business) have received much attention within both the practitioner and academic communities, especially concerning the technological factors. The purpose of this study is to develop a framework that could be used to investigate a possible relationship between ERP and other ES systems with the factors of flexibility, integration and modularity for e-business. In the 1990's, ERP systems were introduced to fulfill some of the technological requirements across functional areas within a corporate boundary. Moreover, with the exponential growth of Internet technology and the emergence of e-business, the focus of ERP systems has changed from an integrated functional focus within an organization to one reaching outside the organization throughout the value chain system. It is expected that an ERP system can facilitate an e-business effort of an organization. In order to serve as a platform for e-business, an ERP system must also be able to be extended to support a range of external constituents for a firm. The process must involve an investigation of ERP technological factors along with any other emerging ES solution of the firm. This study investigates ERP and other ES systems for e-business with a focus on the technological factors of flexibility, integration, and modularity.

ERP (Enterprise Resource Planning) system is considered to provide benefits for the company. ERP systems provide useful accounting information for decision making. This
\nstudy aims to determine the impact of ERP systems on the relevance of accounting information and firm performance on companies that adopt ERP and companies that do not adopt ERP. In this study the relevance of accounting information is tested with three variables of predictive value, timeliness and feedback value. The results of this analysis are obtained from questionnaires that have been distributed to 75 companies, consisting of 40 companies that adopt ERP system and 35 companies that do not adoption of ERP system, the samples obtained by each of only 30 companies so that there are 60 companies studied. The hypothesis in this study will be tested using Mann Whitney nonparametric analysis with SPSS to look for differences in the impact of the two types of firms. This analysis proves that the ERP system affects the relevance of accounting information consisting of three variables and firm performance on companies that adopt ERP systems.

Research Question: What are the accounting benefits perceived by accountants and internal auditors that entail through Enterprise Resource Planning (ERP) systems? Is there an interaction of ERP accounting benefits with the accountants’ and internal auditors’ satisfaction level in using ERP systems? Motivation: Many organizations are implementing ERP systems extensively while sharing a common database and being real-time. Past scholars summon empirical studies on ERP's impact on accounting benefits and user satisfaction. Therefore, this study was conducted from accountants’ and internal auditors’ perspective as recent scholars shed light on the cruciality of these two groups' perceptions as key ERP users. Idea: This study examines the accounting benefits that entail through the adoption of ERP systems by Sri Lankan companies with regard to ERP user satisfaction from the perspective of accountants and internal auditors. Data: The data were collected from 38 accountants and 19 internal auditors across 24 companies that are implementing ERP systems for more than four years. Tools: A quantitative survey methodology is employed to draw empirical evidence. Findings: The findings confirm that organizational, operational (time), and IT accounting benefits derived from ERP systems significantly and positively influence ERP users' satisfaction. In contrast, operational accounting benefits (cost) received the lowest rating and did not significantly influence user satisfaction. Contribution: While these findings are valuable to accountants and internal auditors to better understand the ERP accounting benefits, ERP consultants and system providers also benefit from identifying ERP accounting features to uplift user satisfaction in developing countries.

Global and Malaysian Perspective Ahmad Saleh Shatat, Faculty of Business, Sohar University Sohar, Oman, and Zulkifli Mohamed Udin College of Business, Universiti Utara Malaysia, Kedah Darul Aman , Malaysia Abstract: Business management has entered the era of networking competition. This has moved the competition from a local to that of global business environments and from company against company to that of a supply chain against supply chain. Enterprise Resource Planning (ERP) system has become one of the main pre-requisites for many companies enabling them to compete in the local and global market, a price of entry to gain a competitive advantage in the global economy, and a backbone for e-business as well as for the whole supply chain. Many companies are still reluctant to implement ERP system and therefore they will not be able to connect their supply chain with several global and local companies where ERP system has become a prerequisite and a price of entry for the global economy. This study has investigated the main issues, challenges and the benefits of ERP system. ERP systems will be the price of entry and a prerequisite for many companies enabling them to run their business smoothly and effectively, and to be able to connect with other companies in the current global network economy. 1. ERP Global Change The big five ERP venders in the ERP global market are SAP, Oracle, PeopleSoft, J.D. Edwards, and Baan. In 1999 they acquired 59 percent of ERP revenue and each has specialty in a particular module area, for example, SAP specialized in logistics, Oracle in financials, PeopleSoft in human resources management, and Bann in manufacturing. SAP was the largest ERP vendor among them with revenue of $5 billion, and then Oracle with $2.4 billion in sales, followed by PeopleSoft with $1.3 billion, J.D. Edwards with $979 million, and finally Baan with sales of $743 million. The most three famous ERP venders in ERP market are SAP, Oracle, and PeopleSoft. Figure 1.1 describes the three biggest ERP venders’ competitors in the global market (McAdam & Galloway, 2005; Holland & Light, 1999)

Process mining techniques provide capabilities for discovering the real business process flows from data, and compare expected and actual behaviors. Actual behaviors, in many cases, are obtained from Enterprise Resource Planning (ERP) systems and other enterprise information systems transaction logs. These transaction logs provide valuable insight into the companies' business processes. They traditionally hold a large amount of data in a set of conceptual documents related to each other through one-to-many and many-to-many relations, where information changes occur in transactions. Underlying data model gives rise to complex interactions between multiple data objects without a clear notion of a unique case identifier in an isolated process. However, enterprise process mining techniques can be applied only to event logs containing event data related to one notion of process instances. Within ERP systems, such event logs are not explicitly given and substantial domain knowledge is required to select the right data from multiple tables in relational databases. In order to respond to this need, in this paper we present an abstract syntax of domain specific language (DSL) for facilitating the extraction of an appropriate dataset from ERP systems by domain experts, and its conversion into event log based on XES IEEE standard. It is developed specifically to describe behavior over complex data from ERP systems in terms of multiple interacting artifacts. The goal is to align the data and process perspectives, supporting extraction of complex ambiguous cases, affected by data convergence and data divergence problems. The basic concepts of the language as well as principles are discussed in depth in this paper.

Background: Public sector organisations encounter many challenges because of their complex legislative requirements, social responsibilities and higher public expectations. In the early 1980s, governments worldwide started experimenting with improving functions and processes through enterprise resource planning (ERP) systems. Objective: This study investigated the feasibility of South African government institutions in adopting a guideline that will assist in implementing a sustainable ERP system to improve their information systems strategy. Method: This study followed the qualitative dominating mixed research methodology. A survey was distributed to 20 participants with closed-ended questions to collect quantitative data and open-ended questions to collect qualitative data. Results: Thirteen factors that allow ERP systems to be successfully implemented were identified. Some of the factors included effective change management policies, end-user specialised knowledge, organisation culture fit, top management support, ERP training before and post-implementation, visibility of activities throughout the workflow, and willingness to change. Sixteen issues that restrict ERP implementation were also identified. Some of the restricting factors include ERP system complexity, high levels of customisation, inadequate flexibility, budget, maintenance costs, lack of vendor support, implementation delays and cost overruns. The current state of ERP implementation in the investigated organisation is of acceptance with growth being achieved gradually and steadily. Conclusion: The proposed framework provides core competencies such as top management support, ERP training before and post-implementation, and effective change management policies among others, that can be used to establish corrective measures before and during the installation of ERP systems. Contribution: This study contributed to the body of knowledge by identifying the success and hindering factors of ERP system implementation. The proposed framework outlines guidelines for organisations to successfully adopt and implement ERP systems.

Background: Public sector organisations encounter many challenges because of their complex legislative requirements, social responsibilities and higher public expectations. In the early 1980s, governments worldwide started experimenting with improving functions and processes through enterprise resource planning (ERP) systems. Objective: This study investigated the feasibility of South African government institutions in adopting a guideline that will assist in implementing a sustainable ERP system to improve their information systems strategy. Method: This study followed the qualitative dominating mixed research methodology. A survey was distributed to 20 participants with closed-ended questions to collect quantitative data and open-ended questions to collect qualitative data. Results: Thirteen factors that allow ERP systems to be successfully implemented were identified. Some of the factors included effective change management policies, end-user specialised knowledge, organisation culture fit, top management support, ERP training before and post-implementation, visibility of activities throughout the workflow, and willingness to change. Sixteen issues that restrict ERP implementation were also identified. Some of the restricting factors include ERP system complexity, high levels of customisation, inadequate flexibility, budget, maintenance costs, lack of vendor support, implementation delays and cost overruns. The current state of ERP implementation in the investigated organisation is of acceptance with growth being achieved gradually and steadily. Conclusion: The proposed framework provides core competencies such as top management support, ERP training before and post-implementation, and effective change management policies among others, that can be used to establish corrective measures before and during the installation of ERP systems. Contribution: This study contributed to the body of knowledge by identifying the success and hindering factors of ERP system implementation. The proposed framework outlines guidelines for organisations to successfully adopt and implement ERP systems.

The first objective of the current study is to examine the extent to which financial auditors recognize heightened risks associated with an enterprise resource planning (ERP) system, as compared to a non-ERP (legacy) system, in the presence of a control weakness over access privileges. The second objective is to assess the propensity of financial auditors to consult with information technology (IT) audit specialists within their firm when assessing ERP and non-ERP system risks during the planning stage of an audit. One hundred sixty-five auditors participated in an experiment in which we manipulated system type (ERP versus non-ERP) and measured auditor type (IT audit specialists versus financial auditors). Both auditor types indicate significantly higher business interruption, process interdependency, and overall control risks with the ERP, as compared to the non-ERP, system. Additionally, while IT audit specialists assess significantly higher network, database, and application security risks with the ERP system, financial audits do not recognize higher security risks in these areas. Perceived risk differentials from the non-ERP to the ERP system across all risk categories are significantly greater for IT audit specialists than financial auditors. Finally, financial auditors do not indicate a greater need to consult with IT audit specialists when auditing an ERP versus a non-ERP system and they are equally highly confident in the ability of financial audit teams to assess risks in both computing environments. Overall, evidence from this study suggests that financial auditors may be overconfident in their ability to assess ERP system risks.

ERP systems have great influence on the tax auditing in enterprises implemented by the taxation authorities. This paper analyzes the influence caused by ERP on tax auditing and the countermeasures can be taken by the tax auditors. The major influence caused by ERP on tax auditing is as follows. The visible tax auditing clues reduce. The emphases of tax auditing should be changed. And the data collection of tax auditing becomes more difficult. In order to deal with the influence caused by ERP systems, the tax auditors should take the following countermeasures: Strengthen the controls before the establishment and during the operation of ERP Systems. Restrict enterprise's financial activities and tax behaviors according to the law. Choose tax auditing method carefully in ERP Systems. And develop tax auditing software adapted to the ERP environment.

Purpose: This study aims to examine characteristics that influence end-user satisfaction with ERP systems within the Sri Lankan context to understand what critical factors should be considered in the ERP decision-making processes. Research methodology: Data collection is conducted through an online questionnaire targeting end-users of ERP systems belonging to various industries. Results: The study found a significant relationship between five user characteristics and end-user satisfaction, as well as the significance of usability to end-user satisfaction. Minimal memory load was found to have no significant relationship with end-user satisfaction. In terms of organisational characteristics, user training and top-management support had a significant influence on end-user satisfaction as well. Limitations: Since this study is on ERP systems such as SAP, IFS, and Oracle with a high industry focus, organisations that do not use commercial ERP systems are not considered particularly public-sector organizations. Contributions: Although previous studies emphasised various factors that contributed to implementation failures, those factors have not been given importance to end-user satisfaction or the success of an ERP system. Within the Sri Lankan context, ERP implementations are still in the early stages, so it would be very useful to understand the factors that affect user satisfaction with such systems. Novelty: The findings identify what factors ERP vendors can focus on when making changes to their commercial products and give managers an idea of what factors they should consider when choosing the right ERP system for an organization.

This study investigates the advantages of using Enterprise Resource Planning (ERP) systems in business performance, focusing on employee, supervisor, and manager perspectives within Greek companies. It addresses the relationship between ERP system performance factors, including Completeness, Organizational Effectiveness of Use, Customer Relationship Improvement, and Financial Efficiency. A cross-sectional, quantitative, correlative, and comparative research design was employed, involving 170 participants from various sectors such as services, trade, and production. Participants completed a questionnaire assessing ERP performance, and data analysis was conducted using SPSS (Statistical Package for the Social Sciences) 26. The results indicate that ERP systems are rated high in Completeness and Customer Relationship Improvement, with moderate to high ratings for Organizational Effectiveness of Use and moderate for Financial Efficiency. Factors were found to be strongly positively correlated. Notably, Completeness and Financial Efficiency were influenced by the working position, with executive directors and accountant assistants expressing higher satisfaction. Additionally, the completeness of ERP systems was more supported by employees who work in general management and information technology. Moreover, the SAP (Systems Applications and Products) ERP system was most commonly associated with improved performance across all metrics. This study contributes to the understanding of ERP system effectiveness in Greece, highlighting the importance of ERP systems in optimizing decision-making processes, improving customer relationships, and enhancing financial efficiency. The findings emphasize the necessity of tailoring ERP systems to specific organizational roles to maximize their impact on business performance. The study also recommends further research with larger samples and stratified sampling techniques to confirm these results and explore additional dimensions of ERP performance.

This study investigates the impact of Enterprise Resource Planning (ERP) systems on operational efficiency at Amazon, a global leader in e-commerce and cloud computing. ERP systems are integral to modern business, integrating core processes and facilitating data-driven decision- making. Amazon employs a sophisticated mix of commercial (e.g., SAP, Oracle) and proprietary ERP solutions to manage its vast and complex operations, including procurement, inventory, warehouse management, and order fulfilment. The primary purpose of this research is to understand ERP's role in Amazon's supply chain and logistics, analyse its impact on key performance indicators such as cost reduction, order accuracy, and process automation, and identify potential best practices. The study utilized a hybrid research methodology, commencing with an exploratory phase involving literature review and analysis of secondary data, followed by a descriptive phase centred on a quantitative survey. The survey gathered data from 92 professionals with experience in ERP systems and operations, many familiar with Amazon or similar large-scale environments. Key findings indicate a strong positive perception of ERP's impact on reducing order processing time, enhancing inventory accuracy, and improving interdepartmental coordination. However, challenges related to system usability, technical glitches, and the need for comprehensive user training were also identified. The study concludes that while ERP systems significantly contribute to Amazon's operational prowess, continuous improvement in user experience and ongoing support are crucial. Recommendations focus on enhancing user training, simplifying interfaces, improving system performance, establishing robust feedback mechanisms, and leveraging key performance indicators to track ERP impact. This research contributes to the understanding of ERP effectiveness in high-volume, technology- driven organizations. List of Abbreviations: ERP: Enterprise Resource Planning; KPI: Key Performance Indicator; AWS: Amazon Web Services; UX: User Experience.