Role and Object Domain-Based Access Control Model for Graduate Education Information System

Jin, Gangzeng; Wang, Daojiang; Yang, Daoyong; Hong, Daocheng; Dong, Qian; Wang, Ye

doi:10.1016/j.procs.2020.09.133

Cited by 8 publications

(3 citation statements)

References 14 publications

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“…Dong and Chen proposed integrating the system's overall construction goals [15]. Gj et al proposed that the library's professional staff continue to digitize various catalogue resources; however, auxiliary resources for education and teaching, as well as auxiliary resources for scientific research, should be produced by the teachers themselves, who would be responsible for the corresponding digitization work, as well as the submission and uploading of resources in accordance with the resource system's requirements [16]. Zhang proposed that universities use their teaching resources to create teaching websites on the Internet in order to provide public educational services [17].…”

Section: Related Workmentioning

confidence: 99%

Integration and Utilization Strategy of University English Teaching Information Resources Based on Fuzzy Clustering Algorithm

Yang¹

2022

Mobile Information Systems

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With the changes of the times and the development of science and technology, modern multimedia technique has entered the field of schooling without hesitation. Modern schooling faces new challenges as a result of the information society. A new way of teaching is to integrate curriculum and information technology. Message technology is used to support not only teaching and learning but also the use of message-based resources. Students’ innovative thinking and action ability in the process of integration can be effectively released by mobilising the initiative and enthusiasm of science and engineering students. The quality of university English education has significantly improved since the implementation of the web-based schooling model. However, a number of obstacles prevent educators from making better use of educational message resources. A fuzzy clustering algorithm is used in this paper. The time spent on clustering optimization is reduced by more than half using this algorithm. Its prototype-based clustering algorithm is simple, efficient, and adaptable to large numbers. In clustering analysis, it is the most commonly used algorithm and a research hotspot.

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Section: Related Workmentioning

confidence: 99%

Integration and Utilization Strategy of University English Teaching Information Resources Based on Fuzzy Clustering Algorithm

Yang¹

2022

Mobile Information Systems

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“…At present, most colleges and universities have realized the construction of online teaching platform, so that students can obtain tutorial resources. For students with strong self-discipline ability, this can help them improve their academic level [5,6]. However, for students with poor self-control, disordered lifestyles and improper internet use have caused significant negative impacts that cannot be ignored.…”

Section: Introductionmentioning

confidence: 99%

Research on Detection Technology of Abnormal Data in College Physical Education Network Teaching Test Results

Shan,

2024

SCPE

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In recent years, with the rapid development of big data technology, more and more data are continuously generated with the summary of university systems. Therefore, how to use these educational data to provide more scientific decision-making information for university information builders is very important. This research collected various educational data through the network teaching system and campus information system. After that, the collected data was used to analyze the students' online behavior and to excavate valuable behavioral characteristics. In addition, the experiment also proposed indicators to describe students' behavior, such as network course behavior, network viscosity and life regularity, to provide the basis for the subsequent abnormal performance prediction model. Finally, the experiment used DBSCAN algorithm based on distance optimization for clustering analysis, and constructed a NA model based on multiple classifiers. The research results showed that when, the SC value was 0.711, which was the optimal solution of D-DBSCAN algorithm. At this time, the corresponding number of clusters was 4. When N=2, that was, the base classifier of NA model is composed of C4.5 model and SVM model, the prediction accuracy and time consumption are the most appropriate. The accuracy, recall and F1 values of NA model were 98.16\%, 97.26\% and 0.958 respectively, which was better than that of single model. To sum up, the NA model based on classifiers proposed in the study had higher accuracy and better model performance, can effectively reflect students' academic level, and could provide accurate abnormal performance data for college sports online teaching tests.

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“…The acquisition, storage, and application of effective data have always been difficulties in informatization [1][2][3]. After more than a decade's development of informatization construction, colleges and universities have basically achieved informatization in services of teaching management [4][5][6]. However, a range of problems arising from data acquisition and applications have become increasingly prominent, including repetitive reporting of various types of data and inconsistencies among those data, scatter storage of faculty information and no connection among those information [7], independently established application system and a large number of information silos, and management decision making based on inaccurate and groundless information [8,9].…”

Section: Introductionmentioning

confidence: 99%

Applied Research of Data Fusion Governance and Sharing System on Education Informatization

Liu¹,

Xu²,

Wang³

2022

Atlantis Highlights in Social Sciences, Education and Humanities

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Role and Object Domain-Based Access Control Model for Graduate Education Information System

Cited by 8 publications

References 14 publications

Integration and Utilization Strategy of University English Teaching Information Resources Based on Fuzzy Clustering Algorithm

Integration and Utilization Strategy of University English Teaching Information Resources Based on Fuzzy Clustering Algorithm

Research on Detection Technology of Abnormal Data in College Physical Education Network Teaching Test Results

Applied Research of Data Fusion Governance and Sharing System on Education Informatization

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