University Financial Management Research Articles

Innovative Financial Management in Higher Education: A Multi-Scale Deep Learning Approach for Risk Reduction and Quality Enhancement

This paper presents a novel university financial management system leveraging multi-scale deep learning. With rising college enrollment and teaching complexities, traditional financial models require adaptation to mitigate risks and improve management quality. The system integrates hardware and software innovations: multiple sensors enhance data scanning, coordinated by a central coordinator, ensuring comprehensive financial database coverage. Software-wise, a structured database establishes attribute-based financial connections, crucial for weight assignment. Employing a multilayer perceptual network topology, a full interconnection model based on multi-scale deep learning facilitates profound data extraction. Experimental evaluations demonstrate the system's superior financial risk assessment capabilities compared to traditional approaches, extracting a broader spectrum of financial parameters for comprehensive risk warnings. By embracing multi-scale deep learning, this system promises significant advancements in university financial management, enhancing adaptability and risk mitigation in college finance departments.

Exploration of Financial Management Curriculum Reform in Vocational College

As the core course of finance and accounting major, the study of financial management knowledge plays a positive role in promoting students’ understanding of the whole financial work and enriching financial knowledge. This paper analyzes the necessity of financial management curriculum reform, from the design ideas, teaching content, teaching mode, and teaching methods of several aspects of vocational college financial management curriculum reform work carried on the preliminary thinking, hoping to improve the teaching quality of this course will be helpful.

VU studijų proceso finansų valdymo kompiuterinis modeliavimas

In this work a computer simulation of Vilnius University financial management is completed. The purpose of the simulation is to calculate optimal distribution of monetary reserves for each VU faculty. In addition, the conclusion is made, which budget is oriented to quality of studies and which has social aspect.

Improvement of the financial management supervision system of universities in the context of big data

Abstract This paper first describes the process of the BP neural network mining algorithm, then applies the optimization algorithm to optimize the BP neural network model to improve its performance. The data mining algorithm is used to mine the financial management and supervision data of colleges and universities and analyze the problems in the financial management and supervision system of colleges and universities in terms of the financial management reimbursement process, budget process, financial information entry, and financial supervision respectively, and put forward suggestions for improvement. Regarding the awareness of financial information in colleges and universities, only about 30% of the people in each project said they understood it. In terms of financial work satisfaction, more than 50% are satisfied and very satisfied. On the problems of the reimbursement process, 87.75% of people think the approval process is long, 70.5% think the reimbursement rework rate is high, and 57.6% think the reimbursement queuing time is long. It is difficult to track the budget progress on a financial budget, lack of modern technology in the financial system, and lack of budget supervision are the top three, accounting for 77.3%, 77.5%, and 69.6%, respectively. Financial management in universities should keep up with the times and actively reform for the existing problems.

THE ANALYSIS OF BALANCED POLICIES IN WAQF BASED FINANCIAL MANAGEMENT ON PRIVATE HIGHER EDUCATION IN WEST JAVA

The main problem for private universities in Indonesia is the ability to finance the institution's operations independently and the main source of income for financing is still sourced from tuition fees paid by students. For waqf-based private universities, another problem is that assets cannot be used as collateral to obtain funding assistance from financial institutions. This situation causes waqf-based private universities to strive to manage finances properly for there is no waste and fraud. The purpose of this research was to examine the effect of transformational leadership, organizational commitment and competence of financial human resources through a balanced budget policy on the effectiveness of waqf-based private university financial management. The research method used was explanatory, and the data were collected using a questionnaire given by waqf-based private university financial leaders and staff, then analyzed using Partial Least Square (PLS) approach. The results of the research shows that balanced budget policies mediate transformational leadership, organizational commitment, financial HR competence have a positive influence on Financial Management Effectiveness as illustrated by t-statistic value (4.021) > 1.66 with a p-value (0.000) <0.05. Waqf-based private universities can increase the effectiveness of financial management through a balanced budget policy model in accordance with the characteristics of the institution supported by proper leadership, organizational commitment and competence of financial human resources which are continuously improved.

Research on the Innovation of University Financial Management System Based on Big Data Technology

Research on the Innovation of University Financial Management System Based on Big Data Technology

Design of an Intelligent Platform for Financial Expense Reimbursement in Colleges Based on Intelligent Data Storage of Process Information Sampling

The design is based on GSM process information wireless measurement system. The system is composed of related sensors and data acquisition modules, GSM wireless communication modules and main control computer, and has strong versatility. At present, colleges and universities have developed an information system that can meet the needs of financial management in colleges and universities by using advanced software development technology and combining with the actual work flow of financial management. Using object-oriented programming technology to develop a budget management system with a friendly operation interface, changing the complexity of manual budget preparation in the past and improving the efficiency of budget preparation.

Thoughts on the Application of Management Accounting in Financial Management of Colleges and Universities

With the development of the times, the level of accounting work has also been improved, and various universities have increasingly attached importance to the accounting management construction system. Only through continuous development can new breakthroughs be found in future financial management, learning, and work. However, under the new accounting system, there is still great room for progress in the development of accounting in various universities. This article starts with the application of management accounting in university financial management, analyzes the current situation of the development of university accounting management application level, analyzes its necessity, and the main direction in university accounting management. Finally, it proposes relevant strategies.

RESEARCH ON THE INFORMATION CONSTRUCTION METHOD OF UNIVERSITY FINANCIAL ARCHIVES MANAGEMENT IN THE NEW PERIOD

Financial file management in colleges and universities is a very important work, and it is a significant component of the daily work of the financial department in colleges and universities. It reflects the economic situation and financial management of universities, providing a real and reliable basis for their development and construction. In the new period, the economic development is very rapid, the number and scale of schools are also increasing and expanding, and the school leaders and managers of colleges and universities increasingly focus on the problem. With the reform of China’s education system and the continuous development of education, financial management accounts for an increasing proportion, which plays a very significant role in the daily management of colleges and universities. However, from the current situation of financial archives management in Chinese universities, there are still some problems in the specific work, so strengthening the informationization construction of financial archives management in universities has become an important topic facing universities in China. This article mainly investigates the problems in the management of financial archives in colleges and universities in the new period, and proposes some specific measures, hoping to further enhance the management efficiency of financial archives in universities, and provide support for the development of schools.

Research on the Modernization of University Financial Governance Based on the Framework of Governance System

The establishment of financial governance system is the basis of modern university governance, which plays an important role in optimizing resource allocation, serving discipline development, and preventing financial risks. The governance structure is the core component of the university financial governance system, which realizes the management goal through the reasonable allocation of financial decision-making power, executive power and supervision power. We should straighten out various financial relations according to law, establish scientific financial decision-making power, professional financial execution power, and diversified supervision power, and jointly promote the modernization of the university's financial management system and governance ability.

Research on University Financial Accounting Management System Based on Big Data and Blockchain Data Fusion

The majority of traditional finance management in colleges and universities is manual. This backward management mode brings a lot of inconvenience to financial processing. An essential concern in the daily financial administration of colleges and universities is how to efficiently gather, handle, and evaluate this important financial information and apply this beneficial knowledge to the daily management of colleges and universities. College and university finance administration has become increasingly complex due to the rapid growth of these institutions. The standard financial accounting management system is far from adequate for the daily needs of colleges and universities as their size grows. As a result, a new financial accounting management system for universities is being developed based on the combination of big data and blockchain data. The embedded processor, DDR2 memory chip, network interface, and USB interface are all designed by the hardware section. The software element examines the needs of university financial accounting management before designing a model based on big data and blockchain integration for university financial accounting management. Finally, the financial accounting management function module and database are designed and tested. The experimental results show that the designed financial accounting management system can effectively carry out financial management, has good performance, and has certain application value.

Design of Financial Management Talent Training Model under Demand Coupling Mechanism and IoT Applications

The financial environment of businesses and institutions has significantly changed due to the development of new technologies and the deepening of vocational education reform. The Financial Management Department is, in theory, responsible for the financial management of the company. Specialty benefits from both the accounting and finance specialties. The advanced stage of corporate financial activity management is cash-related management. As a result, the social demand subject should praise graduates of the financial management specialty. The subject of social demand is also a good motivation to raise proficient capacity necessities for graduates. Regardless, there is a huge hole among organic market for proficient capacity under the current ability preparing model, in light of the fact that numerous schools and colleges that set monetary administration claims to fame are uncertain of the expert capacity necessities of the social interest subject, monetary in nature. Graduates in executive positions are in a more humiliating position on the job market. In light of this, this paper proposes the basic idea of talent training model innovation in the financial management specialty, based on an analysis of the status and causes of professional ability supply and demand. The board specialises in determining talent training goals, revising professional talent training programs, respecting the central status of students, and engaging in innovative teaching activities. Using Sichuan University of Arts and Science as an example, this paper examines the current state of practice teaching of financial management in colleges and universities, incorporates course practice content into the national vocational and technical certificate, promotes the integration of professional courses and vocational qualification certificates, discusses the new mode of practice instructing of university-enterprise cooperation, and makes recommendations. With the quick movement of the economy and society, the force of science and innovation, similarly as steady getting the hang of; perception; and usage of the significance of data and capacity progression has never been more prominent. Schools are the establishment for propelling one’s capacities. China as of now has an enormous number of colleges, showing that 100 blossoms are growing and 100 distinct perspectives are contending. Each school has its own unmistakable character and attributes. Regardless, the mirror of market economy obviously mirrors the condition of the economy contamination, commitment, bad behaviors, and veritable financial discipline encroachment of endless high-situating insightful individuals, addressing a real test to school capacity improvement.

Deep Learning-Driven Financial Management Innovation Upgrade for Universities

This study aims to improve the quality of college financial management and reduce the risk of college financial management, and a college financial system based on multiscale deep learning is designed in this paper. This paper designs a university financial system based on multiscale deep learning. In the hardware design, the system adds multiple sensors and scans all the information in the financial database using a coordinator. In the software design, the weights that can connect the financial information of the same attribute are set by establishing a database form; according to the multilayer perceptual network topology, a full interconnection model based on multiscale deep learning is designed to realize the system’s deep extraction of data. The experimental results show that the financial risk is based on the risk warning capability for university finance, and compared with the system under the traditional design, the university finance system designed at this time has the most categories of financial information parameters extracted.

Research on Multi-Objective Intelligent Optimization of Financial Resource Management and Allocation Methods in Colleges and Universities

Higher education is the cornerstone of national development. With the rapid development of higher education, it puts forward requirements for the management and allocation of financial resources in colleges and universities. In order for sustainable development of colleges and universities, how to optimize the management and allocation of financial resources has become an important condition. To ensure the smooth implementation and development of various works in colleges and universities and to improve the scientific rationality of college financial budgets, this paper starts with the challenges faced by the college financial work in the new era, analyzes the problems of the college financial resource management, and proposes relevant solutions. Method: combined with the intelligent optimization algorithm, the method used in different situations of financial configuration is introduced, and compared with different algorithms, according to the comparison results, we can get the better intelligent optimization algorithm we want and find the optimal solution among global instances.

Evaluation Method of Financial Accounting Quality in Colleges and Universities Based on Dynamic Neuron Model.

With the deepening of reform and opening up, great changes have taken place in the university financial management system. The role of financial analysis in university activities is becoming more and more obvious. In the new environment, especially in university financial reporting, we must establish effective reasonable and scientific financial analysis index system and quality evaluation team. In order to reflect the financial situation of colleges and universities, the university financial analysis indicators in this field have important theoretical and practical significance, such as finance, budget implementation, effective utilization of funds, risk prevention, and the formulation and application of such indicators. The financial management level of colleges and universities is improved, and the scientific development of colleges and universities is promoted. In this paper, we introduce the dynamic model of neurons, design a learning algorithm, and apply it to the quality evaluation of financial reports in colleges and universities. Through this research, a single-layer feedback network capable of fast learning and learning is established. This is not only helpful for universities to evaluate the quality of financial accounting business. However, enriching the significance of financial management in higher education has theoretical value.

Research on the Application of Improved Decision Tree Algorithm based on Information Entropy in the Financial Management of Colleges and Universities

In the era of information technology, the work relies on information technology to generate a huge amount of data and information. Among them, the financial data information of universities is growing exponentially, and the manual method of organizing data and extracting key information can no longer meet the requirements of financial data management of universities. Taking the financial management of higher education institutions as an example, it is difficult to grasp the progress of financial budget execution with frequent and complicated daily expenditure and income problems, and then it is difficult to execute correct decisions in the management. The study uses information entropy as the decision basis of decision tree in the financial management of higher education institutions. The higher the value of information entropy generated in financial management, the higher the prediction accuracy of the decision tree. The metric calculation method is introduced to obtain the information entropy as well as the information gain rate to predict the likelihood of problematic events. The study validates the performance of the improved decision tree with a dataset that achieves a maximum accuracy of 95% in the experiment. With the higher prediction accuracy, for the university financial management system, a decision tree for financial warning is established and the link between the current month's financial expenditure and the warning mechanism is analyzed, and finally the two common decision tree algorithms, (Iterative Dichotomiser3，ID3) ID3 and (Classification and regression tree，CART) CART, are compared with the algorithm proposed in the study. The mean square error and the sum of squared error metrics are used to conclude that the algorithm proposed in the study has better performance. By improving the existing decision tree algorithm, the study proposes a decision tree model based on information entropy, which aims to help decision makers to quickly and accurately distill relevant data and make correct decisions in a large amount of information data for more rational financial management.

The Thinking on the Construction of Internal Control System in Colleges and Universities

In recent years, the infrastructure and related supporting facilities in colleges and universities have been gradually improved. Education level has been improved steadily, educational undertakings have made great progress. This is due to the continuous investment in education funds. How to make every penny to benefit the majority of teachers and students, how to good use of education funding, management of education funding has become difficult problem for university administrators. To strengthen the construction of university internal control standards and system is the important measure to realize effective regulation education funds, is the foundation for improve the level of financial management in colleges and universities, and is the inevitable requirement of establishing modern school system. This article first briefly introduced the concept of internal control, then analyzes the present situation and existing problems of internal control system in colleges and universities, finally put forward ideas and Suggestions to perfect the internal control system construction in colleges and universities.

Construction of the Practice Course System of the Major of Financial Management under the Mode of University-Enterprise Cooperation—Take Sichuan University of Arts and Science as an Example

With the deepening of vocational education reform and the development of new technologies, the financial environment of enterprises and institutions has greatly changed. At the same time, according to the pilot implementation of “1 + X Certificate” of the Ministry of Education, the traditional teaching of financial management cannot meet the needs of the new situation any more. How can we break through the bottleneck of the development of the major of financial management, strengthen the cooperation with enterprises, realize the integration of production and education, and cultivate high-quality and skill-oriented talents of financial management with the “big financial system” and an international vision? Taking Sichuan University of Arts and Science as an example, this paper studies the current situation of practice teaching of the major of financial management in colleges and universities, introduces the course practice content into the national vocational and technical certificate, promotes the integration of professional courses and vocational qualification certificate, discusses the new mode of the practice teaching of university-enterprise cooperation, and proposes some effective measures for the practice teaching of university-enterprise cooperation.

Australian universities in a pandemic world: transforming a broken business model?

PurposeThe purpose of this paper is to critique the accounting and financial orientation of Australian universities’ business model to identify the future university financial management and accounting role in universities’ strategic trajectory responding to COVID-19.Design/methodology/approachInformed by Habermasian perspectives on change, it uses published research into university commercialisation and media commentaries on COVID-19 impacts.FindingsAustralian universities have aggressively pursued an accounting-based private sector business model. Their revenue generating reliance on international student revenues has been undermined by the COVIS-19 crisis. Nonetheless, university management clings to their commercialised university identity and role colonised by the accounting structures. Fundamental change requires a reversal of this relationship.Research limitations/implicationsFuture research must observe and evaluate university strategic crisis reactions and their impacts on national and societal well-being with a view to identifying alternative futures.Practical implicationsUniversities face decisions concerning their ongoing role in society and their future approach to balancing operational strategies and the accounting influence.Social implicationsThis study raises the issue of whether universities should continue being seen as an export industry supporting the national economy or as knowledge, educational and social resource for their national and regional communities.Originality/valueThis paper integrates research into universities over several decades into a strategic critique of their current reaction to an unprecedented global pandemic.

Based on the construction of financial management information platform of colleges and universities in 5G environment——Take Guangzhou Nanyang Polytechnic Vocational College as an example

With the rapid development of wireless technology, mobile communication service has experienced the development from voice service to mobile broadband data service, mobile communication network has gradually evolved from 3G, 4G to 5G, namely the fifth generation of mobile communication network.With the advent of 5G technology, the new generation of information technology has accelerated the reform of higher education system, and the construction of an information platform for financial management in colleges and universities has become an important research topic for the information construction and financial work in colleges and universities.Under the background of “Internet +", the construction target of “financial management informatization platform” from the construction stage of “smart campus” is being promoted to the informatization application service of “smart campus” and “Internet of Things +", and the development of financial management informatization in colleges and universities is changing from business process-oriented to service informatization.Financial resources are transformed from digitization to digitization, and the integration, analysis and utilization of data are emphasized to provide personalized services. The main network scenarios of 5G can be summarized as continuous wide area coverage, high capacity of hot spots, large connection with low power consumption and high reliability with low delay. Now that 5G technology is on the way, in the connected society of the future, everyone and everything will be connected to each other, thus achieving the so-called “Internet of everything”.In this paper, using the method of literature research, field survey and data analysis of guangzhou nanyang technological vocational college financial management informationization development research and analysis, combining the present situation of the financial management informatization, with the help of a financial management concepts and network information technology, knowledge, financial software system using financial management information platform for the school financial management software for scientific and standardized management, based on a student online payment platform, financial reimbursement platform, campus all-in-one-card platform, improve the service efficiency of funds, the school to further enhance the level of school financial management.