The application of web data mining in personalized modern distance education

The physical fitness of college students can be evaluated scientifically based on the data of physical education (PE). This paper firstly relies on the Apriori algorithm to mine the hidden correlations between the physical fitness indices from the PE data on college students, and identify the indices closely associated with the physical fitness of college students. Then, the Apriori algorithm was improved to reduce the time complexity of association rule mining. Based on the improved algorithm, it was learned that the correlation coefficients of several indices surpassed the minimum support of 0.2 and minimum confidence of 0.7, reflecting their important impacts on physical fitness. Thus, physical fitness of college students is significantly influenced by speed, endurance, flexibility, and vital capacity, but not greatly affected by height and weight. The research results provide an important guide for the test and curriculum designs of PE for college students.

Section: Literature Reviewmentioning

confidence: 99%

An Improved Apriori Algorithm for Association Mining Between Physical Fitness Indices of College Students

Pan

2021

“…That is because it involves the humanities such as philosophy, history, literature economy, religion, ethics, folklore, market study, aesthetics, ethnics and etc. If you don't know , or do not study it the products you design cannot be popular with society, market and customers or cultivate people's taste, thus lose the charm of the digital art design [4][5]. Digital art design major enables integration and communication of science and art, which makes them become complementary.…”

Section: Overview IImentioning

confidence: 99%

Design and Implementation of Digital Art Teaching System Based on Interactive Virtual Technology

2016

Abstract-Aiming at design a digital art teaching system and improve its performance, the interactive virtual technology is proposed. The art design major education innovation must abide by the open character and build scientists' teaching and curricula system and quality judgment criteria and mechanisms. We can exploit digital art major education with creativity, so invigorated digital art design stimulates education develops soundly, orderly and creatively. The system was implemented in 9 levels of the 206 universities. The results indicate that the system will help the combination of science and art, highlight distinctive university management with scientific teaching system and transform students 9 intelligence cultivation into wisdom and creation.Index Terms-digital art teaching system, interactive virtual technology, design and implementation

“…After a long developing history of artistic color, handicraft color and engineering color, Color Science now has evolved into the age of CACD (Computer Aided Color Design) [2][3][4]. Because of long time neglect of products' color design in Industrial Design field, the relevant researchers, scientific and technical references and research results of CACD are very limited compared with other Industrial Design directions of Computer Aided Form Design and Computer Aided Ergonomic Design [5][6].…”

Section: Introductionmentioning

confidence: 99%

Design of Interactive Teaching System for Color Design Course

2016

Abstract-To make it convenient for users of the standard color library to find the most similar color,the measurement method of color similarity is studied, and a different color model is built and an accurate color similarity judgment method is found. Regarding to the status of the color design course in secondary vocational schools, the significance of the development of this aid system for color design course is well explained in this paper, and finally the harmony among the three factors is realized: the establishment of the color emotion index, the style of the color language, the color scheme of the three-dimensional semantic space.