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Technical Analysis and Development of Single Bamboo Floating from the Perspective of Education and Psychology

Evaluation and Prediction of Sports Health Literacy of College Students Based on Artificial Neural Network

Qinghua Zhang

Abstrct

Sports health literacy (SHL) is an important indicator of the all-round development of college students. However, the existing studies have not constructed a systematic and complete evaluation index system (EIS) or diversified the index weighting method. To solve the problem, this paper tries to evaluate and predict college students’ SHL based on artificial neural network (ANN). Firstly, an EIS was designed for college students’ SHL, including 4 goals, and 19 primary indices, and the structure of the evaluation and prediction system was presented for college students’ SHL. Next, college students’ SHL was comprehensively evaluated through analytic hierarchy process (AHP). Finally, a backpropagation neural network (BPNN) was established to predict college students’ SHL, and the initial weights were optimized by genetic algorithm (GA). The proposed EIS and prediction model were found scientific and effective through experiments. To sum up, the SHL of college students were evaluated and predicted in the following aspects: EIS construction, evaluation model establishment, and evaluation system design. The proposed model and system can comprehensively rate college students’ SHL. The statistical analysis of the ratings reflects the gaps between indices, and identifies those doing well and poorly on each index. Then, pertinent intervention can be implemented to satisfy the actual needs of improving college students’ SHL.

Keywords: sports health literacy of college students (college students’ SHL); back propagation neural network (BPNN); evaluation index system (EIS),.

María Dolores Molina Poveda, Eduardo Galak

Abstrct

The advent of cinema brought with it its use as a propaganda device with which to transmit ideals and doctrines. As a result, newsreels and cinema documentaries were born with the aim of showing the «most relevant» news of the country and abroad, the former with a shorter duration. In this study, the Spanish NO-DO and «Sucesos Argentinos» are used as primary sources to interpret the images and imaginaries that were projected between 1943 and 1955 on female physical culture. The intention is to understand the official discourse of both political regimes on what Argentinean and Spanish society should be like, especially by questioning those meanings about women. In total, 69 issues of NO-DO and 14 editions of «Sucesos Argentinos» have been found which aim to show female physical culture in this period. The female physical culture shown in both newsreels was aimed at strengthening women’s bodies so that they could carry out their «natural functions» (mother, wife, housewife), as well as highlighting their «inferiority» in relation to men through lower impact activities and the homogenization of bodies through clothing, and the performance of the same exercises in synchrony. And all this in countries with different regimes, but which, in the end, coincided.

Keywords:
female physical culture, NO-DO, Sucesos Argentinos, propaganda, audio-visual images

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