Smoking among young people has aroused widespread concern in society. The number of young people who smoke has increased year by year, which has largely affected their health. Therefore, how to improve the prevention and control rate of tobacco harm, thereby reducing the smoking rate of young people has become an important issue. Based on the glamour engineering research method that can specifically solve the problem of attractiveness between users and products, the user preference of young people’s smoking behavior is studied through the evaluation structure method and quantitative type I analysis, and the potential attractive factors are analyzed. Among them, there are 7 important attractive characteristics that affect the first attempt to smoke. These seven factors are divided into two aspects, namely, personal preference factors and environmental factors. The statistical data obtained through data analysis will be tested in the KMO field. The KMO values are 0.827 and 0.687, respectively, and the statistical results have obvious scores, so this study is effective. By quantifying one category, the partial correlation coefficients of different categories can be found, that is, specific solutions. This method provides a reference for ways and means to curb smoking behavior and also provides a case study for studying user perception. According to the research results, we seek ways to influence the smoking preferences of young people and then adopt some artificial methods to intervene in the generation of these factors, so as to achieve the purpose of reducing smoking among young people.

Children with autism need appropriate educational toys to assist rehabilitation training, so as to inhibit the development of autism. Toys and related treatments for children with autism can alleviate some of the deficits of children with autism. By using toys as stimuli and various sensations obtained by children with autism or toys as a result of reinforcement, the improvement of certain capabilities expected by related therapies can be achieved through the process of stimulation and reinforcement. However, in the process of pediatrics toy development, it is difficult for toy designers to assess whether the purpose of stimulation and reinforcement can be achieved. There are many factors that affect the design of rehabilitation toys. The industry has not formed a unified design evaluation standard, and the effects of product rehabilitation training are uneven. A method based on the radial basis function (RBF) neural network was proposed in this research to study the rehabilitation design and evaluation of rehabilitation toys for children with autism. Firstly, according to the three demand indicators for the evaluation of rehabilitation training for children with autism, that is, “useful, educational, and entertaining,” the analytic network process (ANP) method was chosen as the weighting method for determining each indicator in the overall evaluation. The RBF neural network rehabilitation model for children with autism was designed and evaluated. The maximum error of the model was less than 10%. The evaluation method was objective and reasonable, so as to provide a reference for the more accurate design evaluation, purchase, and development of rehabilitation toys for children with autism.

Abstract-As the changes in consumption patterns and impacts from the e-commerce, the operation conditions of stationers has gone from bad to worse day by day, and how to find the charming factors of the physical stores of stationers to attract consumers becomes the impendent topic faced by the entity stores of the stationers. And as the promotion of material conditions, the material needs of stationeries of people have gradually risen to the mental needs, thus to seek for the interest and perception of consumers to the stationers, researches must be done on the inner demands of consumers and the groups with a high involvement degree. Thus the charms of stationers could be found, stationers that can satisfy and move the consumers could be designed and the commercial value of their existence could be found.Through operation of miryoku engineering evaluation grid method, 10 intelligent persons with special interests on the stationers were interviewed in this research, namely 5 males and 5 females, and the charming factors of stationers in their mind were caught. To make the charming factors more accurate and representative, the charming factors would be simplified with the KJ method in this research, and 6 abstract feelings including It is hoped that the results through research and discussion on the charming factors of stationers could give more practical suggestions and helps to the industry, and hope that this research could provide references for the relative industries like stationers, etc. to improve the attractiveness.

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