ERP and Artificial Intelligence based Smart Financial Information System Data Analysis Framework

Author(s):  
Aile Dong
2021 ◽  
Vol 320 ◽  
pp. 03005
Author(s):  
Alexey Bataev ◽  
Antonina Glushkova

The use of artificial intelligence in the financial sphere are analyzed in this study. One of the possible areas of using neural network in financial institutions is the system of cashless payments. One of the main problems in introducing innovative projects is to evaluate the efficiency of the implemented information system. In this regard, the construction of an investment model that allows evaluating the implementation and use of artificial intelligence in the cashless payments system of financial institutions is proposed in this article. Based on the constructed model, an analysis is made of the dependence of the effectiveness of the system with artificial intelligence on the size of the client base of a credit organization, while the minimum and maximum possible efficiency parameters of the implemented system are evaluated. Based on a comprehensive analysis, recommendations are given on perspectives of introducing such systems into credit organizations.


Author(s):  
Denisa Krejčí ◽  
Matěj Karolyi ◽  
Lucie Pehalová ◽  
Jakub Ščavnický ◽  
Michaela Zapletalová ◽  
...  

1987 ◽  
Vol 63 (1) ◽  
pp. 20-22 ◽  
Author(s):  
J. Monty

The availability of reliable, location-specific national resource statistics is of growing importance to strategic planners and policy makers. This paper describes the formation and use of "grid cells" for georeferencing summarized forest inventory data used to produce location-specific national forestry statistics. Key words: Inventory, cells, geographic information system, data analysis.


2021 ◽  
Vol 40 (5) ◽  
pp. 8639-8650
Author(s):  
Sheng Luo

An information system as a database that represents relationships between objects and attributes is an important mathematical model in the field of artificial intelligence. Hybrid data means boolean, categorical, real-valued, set-valued data and missing data in this paper. A hybrid information system is an information system where its attribute is hybrid data. This paper proposes a three-way decision method based on hybrid data. First, the distance between two objects based on the conditional attribute set in a given hybrid information system is developed and Gaussian kernel based on this distance is acquired. Then, the fuzzy Tcos-equivalence relation, induced by this information system, is obtained by using Gaussian kernel. Next, the decision-theoretic rough set model in this hybrid information system is presented. Moreover, a three-way decision method is given by means of this decision-theoretic rough set model and inclusion degree between two fuzzy sets. Finally, an example is employed to illustrate the feasibility of the proposed method, which may provide an effective method for hybrid data analysis in real applications.


2018 ◽  
Vol 4 (2) ◽  
pp. 33-42
Author(s):  
Fajar Adiyanto ◽  
Yuli Chomsatu Samrotun ◽  
Anita Wijayanti

This study is conducted to: 1) test and analyze the influence of educational level on financial report quality; 2) test and analyze the influence of work experience on financial report quality; 3) test and analyze the influence of accounting information system on financial report quality. This type of research i.e. research with quantitative data sources in this study is the primary data. Population in this study is all employees employed in district financial department in Surakarta with the sample amounted of 30 employees, where all population was taken as sample. The technique in this study use the question form. The data analysis in a linear regression multiple series program spss for windows version 17.0. From data analysis known that the variabel work experience (H2) and accounting information system comprehension (H3) have influence on financial report quality, and the educational level (H1) variable has no influence on financial report quality, with in the regression coefficient values show that showed a negative value i.e. t count-0.985 and significant value of 0.334


2020 ◽  
Vol 2 (2) ◽  
pp. 128-143
Author(s):  
Tedi Budiman

Financial information system is an information system that provides information to individuals or groups of people, both inside and outside the company that contains financial problems and information about the flow of money for users in the company. Financial information systems are used to solve financial problems in a company, by meeting three financial principles: fast, safe, and inexpensive.Quick principle, the intention is that financial information systems must be able to provide the required data on time and can meet the needs. The Safe Principle means that the financial information system must be prepared with consideration of internal controls so that company assets are maintained. The Principle of Inexpensive, the intention is that the cost of implementing a financial information system must be reduced so that it is relatively inexpensive.Therefore we need technology media that can solve financial problems, and produce financial information to related parties quickly, safely and cheaply. One example of developing information technology today is computer technology and internet. Starting from financial problems and technological advances, the authors make a website-based financial management application to facilitate the parties that perform financial management and supervision.Method of development application program is used Waterfall method, with the following stages: Software Requirement Analysis, Software Design, Program Code Making, Testing, Support, Maintenance.


2020 ◽  
Author(s):  
Intan khadijah simatupang

Adanya perkembangan teknologi informasi yang terjadi saat ini, memaksa semua pihak yang terlibat dalam proses produksi baik barang maupun jasa, untuk menghadapinya selain itu harus belajar lebih banyak tentang perangkat lunak maupun perangkat keras yang digunakan untuk mengelola informasi yang dibutuhkan oleh perusahaan. Khususnya tentang sistem informasi Sumber Daya Manusia, tidak kalah pentingnya dengan sistem informai yang lainnya misalnya Information Marketing System, Production Information System dan Financial Information System. Untuk itulah pengelolaan SISDM harus dilaksanakan secara profesional artinya dilaksanakan secara totalitas sehingga informai yang didapatkan cukup akurat, relevan, aktual dan cepat didapat apabila dibutuhkan oleh pihak-pihak yang berkepentingan. Berbagai aspek informasi sumber daya manusia mulai dari perencanaan sampai pemisahan tenaga kerja membutuhkan pengelolaan yang tepat. Keberadaan Sistem Informasi Sumber Daya Manusia di dalam perusahaan, sangat berperan mendukung kegiatan operasional Departemen Sumber Daya Manusia yang lebih efektif dan efisien.


2020 ◽  
Author(s):  
Dedy Agung Prabowo ◽  
Ujang Juhardi ◽  
Bambang Agus Herlambang

Recently, Information technology develops rapidly. It is possible for us to get some informationquickly, properly and efficiently. The information technology also has many advantages fo r people. Theneed for information is increasing according to the need of its users. This proves that informationtechnology can make our job easier and it can help us to save our time particularly for the job thatrelated to information and data processin g. With the increasing use of computer technology today, italso brings up some problems. One of them is security and confidentiality problem which is animportant aspect in an information system. Data security is an important thing in maintaining theconf identiality of particular data that only can be known by those who have right. RC6 is a symmetrickey algorithm which encrypts 128 bit plaintext blocks to 128 bit ciphertext blocks. The encryptionprocess involves four operations which is the critical arit hmetic operation of this block cipher. As alegal state, Indonesia has issued a regulation in a form of laws governing information and electronictransaction or commonly referred to UU ITE. Besides, Islam is a religion that comprehensively givesthe guidan ce of life for people. Islam has provided guidance in the various fields ranging from social,politics, economics and various other fields.


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