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Employment Quality EvaluationModel Based on Hybrid Intelligent Algorithm
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作者 Xianhui Gu Xiaokan Wang Shuang Liang 《Computers, Materials & Continua》 SCIE EI 2023年第1期131-139,共9页
In order to solve the defect of large error in current employment quality evaluation,an employment quality evaluation model based on grey correlation degree method and fuzzy C-means(FCM)is proposed.Firstly,it analyzes... In order to solve the defect of large error in current employment quality evaluation,an employment quality evaluation model based on grey correlation degree method and fuzzy C-means(FCM)is proposed.Firstly,it analyzes the related research work of employment quality evaluation,establishes the employment quality evaluation index system,collects the index data,and normalizes the index data;Then,the weight value of employment quality evaluation index is determined by Grey relational analysis method,and some unimportant indexes are removed;Finally,the employment quality evaluation model is established by using fuzzy cluster analysis algorithm,and compared with other employment quality evaluation models.The test results show that the employment quality evaluation accuracy of the design model exceeds 93%,the employment quality evaluation error can meet the requirements of practical application,and the employment quality evaluation effect is much better than the comparison model.The comparison test verifies the superiority of the model. 展开更多
关键词 employment quality fuzzy c-means clustering algorithm grey correlation analysis method evaluation model index system comparative test
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Analysis of the Factors Affecting the Employment Quality of College Graduates:A Case Study of China
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作者 ZHOU Mingyang 《Psychology Research》 2023年第8期357-365,共9页
The employment quality of college graduates in China is a topic of widespread concern.This paper uses authoritative data sources,including the China Labor Statistics Yearbook,China Statistical Yearbook,and data from p... The employment quality of college graduates in China is a topic of widespread concern.This paper uses authoritative data sources,including the China Labor Statistics Yearbook,China Statistical Yearbook,and data from provincial statistical bureaus,to examine the employment quality of college graduates in different regions of China.Specifically,the paper explores three aspects:salary level,job intensity,and job stability.The research results indicate that undergraduate graduates experience lower job intensity than college counterparts.However,while North,East,and South China show high salary levels and job stability,issues such as high work intensity,high cost of living,and small living space exist.Therefore,this paper offers policy development recommendations to promote job market reform and improve employment quality.These recommendations aim to address the challenges faced by college graduates in various regions of China and to promote the stability of the country’s social and economic development.By examining the employment quality of college graduates in different regions of China,this paper provides valuable insights for scholars,policymakers,and practitioners. 展开更多
关键词 employment quality college graduates salary level work intensity work stability
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Correlation between Employment Quality and Skill Training of Land-expropriated Farmers
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作者 Xiaogang WANG 《Asian Agricultural Research》 2016年第9期11-15,19,共6页
Based on field survey,an empirical analysis was made on the correlation between employment quality and skill training of landexpropriated farmers. The analysis indicated that there are differences in employment opport... Based on field survey,an empirical analysis was made on the correlation between employment quality and skill training of landexpropriated farmers. The analysis indicated that there are differences in employment opportunity,employment sector,employment ability,wage income and employment stability between land-expropriated farmers. Besides,though skill training,it is feasible to effectively improve employment quality of land-expropriated farmers. The skill training exerts a significant effect on employment and urban adaptation of land-expropriated farmers. The mode of skill training promoting employment quality was proposed. Skill training can raise human resource level of land-expropriated farmers,and increase their labor and employment skills,to help them realize regular employment and smoothly become citizens. For fund sources for skill training,government and land expropriation unit should bring into play active role. And skill training should be undertaken under the guidance of government and support of land expropriation unit. 展开更多
关键词 Land-expropriated farmers employment quality Skill training CORRELATION
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Thoughts on Promoting High-Quality Employment of Students Based on School-Enterprise Cooperation
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作者 Yanchao Wang 《Journal of Contemporary Educational Research》 2020年第6期64-68,共5页
The effective operation of school-enterprise cooperation is of great strategic significance to promote college students to achieve employment of high-quality.Therefore,this paper will make a detailed discussion on the... The effective operation of school-enterprise cooperation is of great strategic significance to promote college students to achieve employment of high-quality.Therefore,this paper will make a detailed discussion on the effect that school-enterprise cooperation accelerates college students to achieve employment in good quality,hoping that it can provide the necessary guidance information to the researchers in this field. 展开更多
关键词 School-enterprise cooperation PROMOTION employment in good quality of students
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Exploration and Research on Employment Guidance System in Universities from the Perspective of Artificial Intelligence
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作者 Wentian Cao Xueer Ye Xiaoying Chen 《Open Journal of Applied Sciences》 2023年第6期934-940,共7页
In the context of the era of continuous development of artificial intelligence, the labor value of university students is impacted by technological substitution. Simultaneously, university students are also required t... In the context of the era of continuous development of artificial intelligence, the labor value of university students is impacted by technological substitution. Simultaneously, university students are also required to constantly update their skills. All of the above will be the challenge of university students’  employment prospects. However, artificial intelligence will also bring new opportunities, which will stimulate the innovation ability of university students and bring new directions for employment. In order to better cope with the possible impact of artificial intelligence, universities should incorporate employment guidance services into the “three-wide education” system. To achieve this, universities need to take the following measures: developing the dynamic monitoring system of university employment based on big data, constructing the employment guidance curriculum system of university students throughout the whole process, updating the mode of diversified employment guidance service as well as establishing a team of employment guidance teachers keeping pace with the times. These measures aim to better adapt to the job market demands in the context of artificial intelligence, guide students to actively respond to the possible impact of artificial intelligence technology, cultivate their core competencies and qualities that are less likely to be replaced by artificial intelligence, and promote the high-quality employment of university students. 展开更多
关键词 employment Guidance Artificial Intelligence High quality employment University Students
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Strategies for Cultivating College Students'Innovation and Entrepreneurial Ability
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作者 Peng Du Mingyue Lei Xu Zhang 《Journal of Contemporary Educational Research》 2022年第5期88-95,共8页
Employment is the first priority for survival today.With the increasingly severe employment situation,the employment problem of college students has become inevitable.In recent years,with the expansion of university s... Employment is the first priority for survival today.With the increasingly severe employment situation,the employment problem of college students has become inevitable.In recent years,with the expansion of university scale,the number of university graduates is increasing rapidly,with an imbalance in the number,structure,and social demand of talents;moreover,there are significant differences between college students'employment quality and social expectations.In order to cultivate the innovation and entrepreneurship ability of college students,this paper provides new ideas,analyzes the factors affecting the formation and development of college students'innovation and entrepreneurship ability,as well as proposes several strategies to enhance its scientificity,pertinence,and effectiveness,which are conducive to further strengthening innovation and entrepreneurship education as well as cultivating innovation and entrepreneurship talents in colleges and universities,thus providing strong support for talent training and teaching reform in colleges and universities in China.It also provides a solid foundation for China's social innovation and entrepreneurship,along with innovative and entrepreneurial services to meet the needs of society,so as to improve the success rate of entrepreneurship among college students,effectively promote entrepreneurship-driven employment,and solve the employment problems of college students,which are conducive to China's rapid transformation into an innovative country and a powerful country in terms of human resources. 展开更多
关键词 Innovation and entrepreneurship quality of employment Entrepreneurial ability Training strategy College students
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