Research on the integration of heterogeneous information resources in university management informatization based on data mining algorithms

Zhang, Hongqin; Fang, Min

doi:10.1111/coin.12365

Cited by 21 publications

(18 citation statements)

References 17 publications

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“…To plan, integrate, and optimize the sharing of university information resources, etc. Feedback from practical applications confirms the reliability and effectiveness of the proposed platform [19]. Ling, W., based on the research related to the construction of university archive information management, discusses the necessity of university archive information management and confirms the standards and measures of the construction of archive management informationization [20].…”

Section: Introductionmentioning

confidence: 64%

Harmonization of higher education and student management by integrating information technology

Yang

2024

Applied Mathematics and Nonlinear Sciences

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In recent years, higher education management has been improving, but the coordinated development of the overall educational management and student management system of colleges and universities still needs to be further improved and enhanced. This paper uses data envelopment analysis and data fusion technology to establish DEA fusion algorithm and DEA-Malmquist index method to evaluate and analyze students’ learning efficiency in colleges and universities. The results indicated that the average degree of perfection of online teaching management in higher education is low, 86.2%. Students’ overall satisfaction with this is also expected at 56.2%. There is a need to strengthen management and improve classroom interactivity and innovation, to enhance the quality and attractiveness of courses, and to avoid excessive fragmentation. In addition to the existing problems, the results achieved include more accessible access to learning resources, with a percentage of 88.6%. The algorithm of this paper is used to study the efficiency of higher education and student learning, and to provide a more comprehensive and objective approach to the development of the quality of higher education and student management for the later development of higher education.

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Section: Introductionmentioning

confidence: 64%

Harmonization of higher education and student management by integrating information technology

Yang

2024

Applied Mathematics and Nonlinear Sciences

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“…In the above formula, P is the characteristics of data packet energy consumption and energy efficiency, x(t) is the time series of university financial system process operation data under the original blockchain environment, and τ is the characteristic time scale of data time series. For the information flow x(t) of university financial system process operation data resources under any original blockchain environment [17,18], it is used as the spectrum characteristic packet of university financial system process operation data under the blockchain environment, and the decomposition formula is obtained through empirical mode decomposition of data information flow as illustrated mathematically from…”

Section: University Financial Data Structure Analysis and Information...mentioning

confidence: 99%

A Secure Cloud Storage Algorithm for University Financial Data Based on the Blockchain Technology

Zhang

Geng

2022

Mobile Information Systems

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In order to increase the secure storage capacity of university financial system process operation data under the blockchain environment, a secure cloud storage algorithm of university financial data based on the blockchain technology is proposed. The blockchain storage structure model of university financial system process operation data is first constructed, and then the mapping method of Atlas features is adopted. Finally, the blockchain equilibrium configuration parameter analysis model of university financial system process operation data is established. According to the outcomes of the feature extraction process of cloud resource storage Atlas of university financial system process operation data, the fuzzy clustering method is implemented to comprehend the rational planning of cloud storage space. The resource cloud storage structure configuration of university financial system process operation data in cloud environment is realized by using the method of block link fusion and channel equilibrium configuration. The multi-layer modal structure decomposition and fuzzy clustering processing are carried out on university financial system process operation data storage information in blockchain environment by using the empirical mode decomposition method. According to the data graph clustering results, the cloud resource graph of university financial system process operation data becomes smooth in the adjacent wave domain through cloud information fusion and block clustering, which effectively reduces the data storage overhead and improves the secure cloud storage capability of university financial data. The simulation outcomes indicate that this approach can significantly increase the storage performance of process operation data of university financial system under blockchain environment, with better data classification storage, internal structure information fusion performance of university financial data, and lower storage overhead than other methods. We observed that this improvement, in terms of storage overhead costs, can be as high as 43.67% higher than the wavelet method and 30.45% higher than the mode decomposition approach.

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“…With the rapid development of modern information technology, education informatization has gradually become an important part of China's education reform in the new era [7]. General Secretary Xi Jinping pointed out in the report of the Twentieth National Congress that it is necessary to promote the digitalization of education and build a learning society and a learning country with lifelong learning for the people, which further guides the transformation of higher education informatization [8].…”

Section: Introductionmentioning

confidence: 99%

The Development Path of College Physical Education Informationization Based on Modern Teaching Theory

Guo,

Wang,

Sheng

2024

Applied Mathematics and Nonlinear Sciences

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The rapid development of the Internet has injected new thinking into modern physical education teaching, making the informatization construction of physical education teaching a pivotal way to break the traditional teaching limitations and give full play to the function of physical education. Based on the modern teaching theory, this study analyzes the informationized teaching mode of physical education in colleges and universities and the availability of teaching resources. Adopting principal component analysis method, combining KNN-ADPC clustering algorithm and introducing K nearest neighbor idea, this paper aims to explore the key factors affecting the effect of sports informatization teaching in colleges and universities. The sports informatization teaching in specific colleges and universities is selected as a research case, and the fuzzy qualitative comparative analysis method is used to conduct an in-depth study. The study results show that students’ sports cognition and teachers’ professionalism are essential requisites affecting the effectiveness of sports informatization teaching, with the consistency of the two being close to 0.9. The effectiveness of sports informatization teaching is mainly affected by the third configuration, with a coverage rate as high as 83.4%, in which teachers’ professionalism is proved to be the most critical influencing factor. The conclusion of the study points out that to effectively enhance the development of physical education informatization teaching, the professional training of teachers and the cognitive ability of students in sports should be strengthened, as well as to improve the physical education teaching environment and to create a positive physical education cultural atmosphere.

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Research on the integration of heterogeneous information resources in university management informatization based on data mining algorithms

Abstract: As far as the current higher education is concerned, the information system used in teaching and management is becoming more and more abundant, and the construction of its informatization is more and more rapid.

Cited by 21 publications

References 17 publications

Harmonization of higher education and student management by integrating information technology

Harmonization of higher education and student management by integrating information technology

A Secure Cloud Storage Algorithm for University Financial Data Based on the Blockchain Technology

The Development Path of College Physical Education Informationization Based on Modern Teaching Theory

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