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.

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.

Business Simulation Training Using Monsoonsim

Business simulation training has been conducted by the School of Information Technology, Information Systems Department, Ciputra University, using MonsoonSIM. The aim of this activity is to introduce the concept of Enterprise Resource Planning (ERP) to students through virtual business simulation game. This training was conducted online, due to to Covid-19 pandemic. By using MonsoonSIM software, students can manage a virtual company and learn the company's business processes. Learnings in this training were in the form of material module explanations, simulations, discussions, and evaluations. This program was attended by students from Junior High School and Senior High School. Participants not only play individually to learn from the game experience, but also in a team to compete to be the best virtual company that can dominate the market within a predetermined period of time. By participating in this training, students can manage the operational processes of a virtual company, understand existing resources, and can make a company planning strategy in order to survive and grow.

Cloud Computing and Information Systems Strategy in Multi-National Companies

This chapter explores how information systems (IS) strategy is developed and implemented in multi-subsidiary international groups, and how this has been influenced by the advent of cloud computing and the solutions offered by the major cloud providers. Using an inductive, qualitative research approach, the chapter assesses learnings to date from cloud adoption, reports on individual expert interviews, and discusses future challenges for those companies embarking upon cloud projects. Key issues distilled from the literature and the in-depth interviews with practitioners are identified and discussed. The chapter concludes that cloud has significantly impacted IS strategy within multi-national organizations, allowing flexibility in various scenarios like, for example, moving from monolithic enterprise resource planning applications to a micro-service based architecture. There are nevertheless a range of strategic and operational issues that must be carefully managed and planned for, including multiple aspects of compliance and security.

Faktor-Faktor Motivasi Adopsi Sistem Enterprise Resource Planning

Proses adopsi sistem enterprise resource planning (ERP) merupakan hal yang sangat krusial dalam sebuah organisasi karena melibatkan hampir seluruh proses bisnis, dana besar, dan dukungan sumber daya manusia yang banyak. Penelitian ini ditujukan untuk mengkaji faktor-faktor yang memotivasi perusahaan dalam mengadopsi sistem ERP. Penelitian ini dilakukan dengan melakukan survei kepada 21 orang yang bekerja di 17 perusahaan yang mengadopsi sistem ERP dalam operasional bisnis mereka. Penelitian ini menemukan bahwa motivasi adopsi sistem ERP adalah sistem lama mempunyai kualitas rendah dan harapan kualitas produk/layanan perusahaan menjadi lebih baik setelah implementasi ERP. Hal lain yang menjadi motivasi adalah agar integrasi sistem menjadi lebih baik, keamanan data lebih terjamin, dan peningkatan kualitas layanan kepada pelanggan. Dukungan yang paling penting dalam adopsi sistem ERP adalah dukungan manajemen, dukungan penyedia layanan ERP sebesar, dan dukungan pengguna sistem. Hasil penelitian ini juga menunjukkan setelah implementasi sistem ERP: kualitas seluruh sistem perusahaan, proses monitoring operasional dan sumber daya, peningkatan kualitas manajemen, perubahan waktu penjualan produk ke pasar, dan pengurangan biaya pengembangan produk menjadi lebih baik.

Benefits and Challenges of SAAS CRM Over On-Premise CRM: A Review

No matter whatever that you may sell, managing your customers is important for the success of your business. This is where exactly choosing a CRM (Customer Relationship Management) comes into play. Choosing the best CRM system for your organization requires identifying your objectives and determining the main customer management problems that you need to resolve by adopting a CRM for your businesses. When looking for CRM (Customer Relationship Management) or ERP (Enterprise Resource Planning) software, you will find that there are different ways of implementation, including onpremise and SaaS aka software as a service. Both types can help take your business to new heights, but it is up to you to decide which type works best for you. So in this paper we are going to compare on-premise and SaaS CRM and will also look at the challenges faced by SaaS CRM. Keywords: CRM, On-Premise, SaaS, Cloud Computing, Cloud Services.