bluuebunny/crossref_metadata_2025_split huggingface dataset:
Construction of a Multidimensional Assessment Model of Modern Apprenticeship Cultivation Effect and Creation of “Embedded” Dual-Teacher Teaching Teams under the OBE Concept
Authors: Mo Xiaofang 
Published: August 2024

Abstract
The modern apprenticeship system is of great significance in improving the quality of talent cultivation, but the phenomenon of two skins of school and enterprise in the process of modern apprenticeship talent cultivation is still serious, which is due to the lack of a suitable teaching team. The article constructs the curriculum system framework of a modern apprenticeship system that is oriented towards the OBE concept and provides an evaluation index system for the effect of talent cultivation. On the basis of analyzing the construction of an “embedded” dual-teacher teaching team, the assessment system of its construction effectiveness is designed. Taking vocational colleges and universities in S province as the research object, we obtained the data of each evaluation index through the questionnaire, solved the weights of each index by entropy weighting method, and analyzed the cultivation effect of the modern apprenticeship system by combining it with the fuzzy comprehensive evaluation. In addition, a weighted plain Bayesian model for evaluating the effectiveness of “embedded” dual-teacher teaching team construction was established based on the plain Bayesian algorithm. The weighting of basic skills in the cultivation effect of the modern apprenticeship system is 35.68%, and the fuzzy comprehensive evaluation score for the cultivation effect is about 5.07 points. The weight of basic work in the construction of an “embedded” dual-teacher teaching team is 0.3742, and the time consumed for the evaluation of the construction effectiveness using WNB is only 10.04s, and the evaluation error with the actual result is only 0.008. The multidimensional evaluation model can clarify the relationship between modern apprenticeship and the “embedded” dual-teacher teaching team. The multidimensional evaluation model can clarify the drawbacks of the modern apprenticeship system and “embedded” dual-teacher teaching team construction and guide the direction of targeted improvement strategies.
Mechanisms of Scientist Spirit Communication for Building Scientific Culture in the Context of Deep Learning
Authors: Wu Shuying , Jiao Wantang 
Published: August 2024

Abstract
With science and technology as the first productive forces, the construction of science and culture has gradually become an important indicator of national strength, and the competition around the construction of science and culture has intensified. In this study, we construct an LSTM behavior recognition model with multidimensional feature fusion from a deep learning perspective, aiming to identify the propagation of the scientist’s spirit through speech behavior. We deeply delve into the role of scientists’ spirits and utilize association rules to explore the relationship between the dissemination of scientists’ spirits and the construction of scientific culture. This paper’s recognition model achieves a recognition accuracy of 95.84% for innovative spirit communication behaviors and a recognition rate of 73.56% for dedication spirit communication behaviors. The recognition accuracy for the six spiritual communication behaviors of patriotism, innovation, truth-seeking, dedication, collaboration, and education is average, with an effective recognition rate of 86.05%. In summary, this study suggests a development strategy for scientists’ spiritual communication aimed at fostering the advancement of scientific culture. This strategy serves as a scientific benchmark for enhancing the development of scientific culture.
A TRIZ-based Exploration of Consumers’ Purchase Decision of Middle- and High-grade New Energy Vehicles
Authors: Zhang Zhaoying , Chen Chuanxuan 
Published: August 2024

Abstract
The study constructs a TRIZ-based consumer purchase decision model through the consumer purchase decision, TRIZ theory, and EKB model. Functional models and object-field models are constructed through intergroup analysis and structural analysis. The application effect of the TRIZ consumer purchase decision model is explored. A brand new energy vehicle enterprises began to adopt the TRIZ-based consumer purchase decision model in January 2020, and their annual sales volume of new energy vehicles in 2020 is 2,507,625,000 units, which is an increase of more than 2,000,000 units compared with that of the annual sales volume without adopting the TRIZ purchase decision model. A brand-new energy vehicle’s market share increased from 1.64% in Q1 2019 to 13.47% in Q4 2020. The TRIZ-based consumer purchase decision model has a significant impact on the increase in sales and market share of new energy vehicles manufactured by brand A. In 2020, new energy vehicles from brands A and B will sell 2,507,625 and 691,370 units, respectively. The TRIZ-based consumer purchase decision model has a significant advantage over the traditional purchase decision model, as can be seen.
Analysis of the Improvement Path of Cost Control Efficiency Based on ABC Model in Financial Informationization System of Colleges and Universities
Authors: Yang Yunjian 
Published: August 2024

Abstract
This paper assembles the general accounting procedures of the operation cost method and analyzes the applicability of using the ABC model for college education cost accounting based on the shortcomings of traditional cost control accounting methods. Combined with the foundation of financial informatization construction in colleges and universities and the advantages of joint BP neural network algorithm, it designs and forms the accounting system of education cost in colleges and universities based on the ABC model and formulates the accounting process of education cost in colleges and universities. Clarify the motivation for the resource, summarize the operational costs, calculate the rate of motivation, and allocate the education costs to obtain the per capita education training cost. According to the traditional cost control accounting way to get the education cost of each college, compare the cost control results of the two cost accounting methods, analyze and verify the applicability of the ABC model to the efficiency of college education cost control. Using the two accounting methods to account for the cost of education in the College of Arts, respectively, 303,274,000 yuan and 253,859,000 yuan, there is a significant difference between the two. The traditional costing method of accounting results are relatively large, which may lead to the results of the average per capita cost of education being inflated, and the use of the ABC model and neural network for college costing is more in line with the reality of the development of college education.
Integrated and Innovative Application of Artificial Intelligence and Big Data Technologies for STEM Education
Authors: Zhao Yudan 
Published: August 2024

AbstractWith the emergence of new classroom teaching modes such as STEM education, traditional classroom teaching and student cultivation are facing many new challenges, so this paper explores the use of knowledge mapping in teaching classrooms based on the STEM education perspective. The article first analyzes the basic theory of knowledge graphs and designs a knowledge graph architecture based on the relevant basic theory. It also proposes a personalized learning path generation and recommendation algorithm. Finally, 38 students majoring in educational technology were surveyed to test and explore the knowledge mapping approach proposed in this paper for STEM education. The results of the study indicate that the fifth and sixth groups, which utilized the personalized recommendation algorithm proposed in this paper, achieved the highest learning gains of 0.531 and 0.756, respectively.
Construction of career planning and employment guidance system for college students
Authors: Chen Juan 
Published: August 2024

Abstract
The construction of college students’ career planning and employment guidance system is an important part of the current university talent cultivation system, and the importance of career planning is becoming more and more prominent under the current severe employment situation. This paper firstly constructs the Executive regression model and LDA algorithm to deal with the content and basic data of the questionnaire survey of 600 students from 10 provinces and 30 schools, uses regression to analyze the cognition and form of college students’ career planning and the factors that have an impact on their view of choosing a career, constructs the college students’ employment guidance system at the same time, and puts forward the suggestions on the contemporary college students’ career choice and employment. The results of the study show that professional knowledge and skills, a strong sense of responsibility, optimism and cheerfulness, and good social skills are the main advantages of students. Only 47% of college students have clear career goals, while 21% have no career goals. When choosing a career, the decisive influence factor is “environment,” which accounts for 51.63%, followed by personal preferences, which account for 45.7%. After graduation, 63.72% of college students chose employment, while 17.14% and 10.34% chose to start their own business and go to graduate school, respectively. It can be seen that in order to improve the feasibility and effectiveness of college students’ career planning, colleges, and universities should strengthen the education of college students’ awareness of career planning, establish a sound career planning management and service system, and maximize college students’ employment competitiveness.
Reform and Exploration of Multidimensional Aviation Service Teaching Mode Based on OBE
Authors: Li Yu 
Published: August 2024

Abstract
In order to ensure that relevant aviation talents have solid professional theoretical knowledge, it is necessary to raise the importance of teaching aviation theory courses in talent cultivation and lay the foundation for the improvement of the quality of aviation service talent cultivation. Based on OBE theory, this paper designs a multidimensional aviation service teaching model that encompasses four aspects: curriculum system, strategy, goal, and evaluation. Subsequently, the teaching model is applied to carry out service thinking teaching in G school, designing the service thinking development trajectory analysis framework to excavate the service thinking evolution process, characterizing the service thinking development law of student groups through the FCM clustering algorithm and visualization technology, and exploring the characteristics implied by the service thinking development law of different groups. Results: The service thinking ability of students of all labels under the OBE-based multidimensional aviation service teaching method was significantly improved, and all of them improved by at least 0.3 points, and the presentation and sharing part of teaching played a greater role in the development of students’ service thinking ability. In addition, the scores of students’ group resilience, self-control, and service dimensions under this model are more concentrated in the 20-30 points area, and most students in language and cooperation dimensions are still under 20 points, and the development of “all-round” dimensions is better than that of other labeled students.
Impact of implicit rule of law education on students’ rule of law literacy in Hebei provincial universities: the moderating role of psychological factors and the mediating role of self-efficacy
Authors: Guo Yunfeng 
Published: August 2024

Abstract
This study used a questionnaire to analyze data and explore the specifics of implicit education as it is used in ethics and rule of law classes in higher education. A moderated mediator model was constructed through structural equation modeling, and regression analysis was used to explore the relationship between the four aspects of knowledge factors, psychological factors, educational mediator factors, and factors of the educational loop. The students of Hebei province colleges and universities were selected as the research subjects, and it was empirically shown that implicit rule of law education, self-efficacy, and the rule of law literacy had a significant positive correlation, with a p-value of much less than 0.05. Perceived competence (β=0.19, p<0.001) and self-efficacy (β=0.22, p<0.001) were both able to predict individual rule of law literacy levels significantly and positively. Self-efficacy mediated the relationship between the implicit rule of law education and the rule of law literacy (effect value of 0.07). That is to say, implicit education in the rule of law can influence individual self-efficacy and then affect the level of individual rule of law literacy. And perceptual ability can play a moderating role in it (the effect value is 0.04).
Dissemination of the Spirit of Public Security Models in the Age of Melting Media
Authors: Hou Ming 
Published: August 2024

Abstract
Public security heroic model culture is a political-cultural phenomenon with Chinese characteristics formed by public security organs in the process of selecting, recognizing, publicizing, and appeasing heroic models. This paper researches the culture of public security heroic models and proposes a model for disseminating the spirit of public security heroic models through social role perception, called RAIN. The RAIN model unified the two complementary tasks of the information dissemination process and the social roles of users. The model maps the dissemination parameters between users and those between social roles, reducing the number of parameters. The parameters are estimated using a Gibbs sampling-based learning algorithm. At the same time, a continuous influence maximization algorithm is proposed under the independent cascade propagation model, which can calculate the incremental values in each direction by the gradient descent method and get the optimal solution of the objective function value. The communication status of the spirit of public security heroism is analyzed, and the total word frequency of all the communicated high-frequency words is 8350, which is lower than 10,000 and is at the lower-middle communication level. The total communication power value and total influence value of the spirit of public security heroes are 1042 and 4701, respectively, and the number of high communication power and high influence content is only 22 and 21, so there are obvious deficiencies in the work of communication field. This paper takes the shortcomings as a starting point and proposes a communication optimization strategy accordingly.
Innovative Design of Interaction and Participation Mechanisms in Undergraduate Calligraphy Classes in Higher Education Institutions
Authors: Lin Zhenyu 
Published: August 2024

Abstract
Due to the lack of teachers, students’ writing can not get timely feedback, which makes the effectiveness of calligraphy teaching in higher education institutions poor. An interactive teaching system for calligraphy in higher education institutions is constructed using computer multimedia technology in this paper. Through the design of teaching links, the system fully reflects the context and interactivity of teaching content, offers a wealth of learning activities and resources and makes the calligraphy learning process more intuitive. At the same time, through the “human-computer interaction” to improve the internal drive of students to participate in the learning process, to enhance the interest of learners in learning. The denoising of the text in the picture involves the use of discrete Fourier transform, while the smoothing of the edges of the calligraphic text is achieved through binarization operation, erosion, and expansion principle. The results show that the shape similarity of the system fluctuates between 0.57922 and 0.83314, and the overall similarity reaches more than 0.85, which indicates that the system can be applied to the undergraduate classroom of Calligraphy in higher education institutions. Under the teaching environment of the system, the teacher students with different attitudes have significant variability, which also indicates that the system is effective in assisting the short-term writing practice of calligraphy teaching in higher education institutions, reflecting that the detailed evaluation provided by the interactive teaching system of calligraphy in higher education institutions has some valuable significance.
Research on the Integration of Model Worker Spirit into the Improvement of College Teachers’ Literacy in the Era of Big Data
Authors: Shi Xiaoqian 
Published: August 2024

Abstract
In the era of big data, China’s labor model spirit should not only continue the essence of the past but also show the connotation and practical orientation of the new era. This paper summarizes the dilemmas of teachers’ literacy improvement under the new requirements and proposes a mechanism for improving teachers’ literacy in colleges and universities based on the spirit of model workers. A provincial university was selected as the research subject. Questionnaires were distributed online and offline, and the recovered questionnaires were reviewed and rejected to obtain relevant research data. Pearson’s correlation coefficient and linear regression model were respectively used to empirically analyze the proposed mechanism above. After analysis, the mean value of the implication mechanism, conduction mechanism, feedback mechanism, and safeguard mechanism are all greater than 3, and all of them have a significant correlation with teacher literacy, P<0.05, and the corresponding regression equation is 2.481+0.048*implication mechanism+0.107*conduction mechanism+0.079*feedback mechanism+0.127*safeguard mechanism. This paper can effectively promote the rapid development of teacher literacy in colleges and universities, which is of great significance to the cultivation of builders and successors with all-round development of morality, intelligence, physicality, aesthetics, and labor.
Exploration of spatial geometry construction method for art teaching in virtual reality environment
Authors: Suo Dongdong 
Published: August 2024

Abstract
Virtual reality technology constructs realistic and non-realistic scenes through computer simulation, which can provide users with a platform for human-computer interaction and a rich visual experience. In this paper, the application of virtual reality technology in art teaching helps to improve students’ information acceptance and promote the development of students’ spatial creativity and imagination. By combining the key technology of virtual reality with the spatial geometry teaching content of art, students can enhance their spatial imagination ability. The results obtained after the teaching practice illustrate that there is a significant difference between the experimental class and the control class in the three dimensions of memorization, comprehension, and application after the virtual reality teaching intervention (t=5.782, p=0.000<0.010), indicating that the virtual reality teaching has a significant effect on improving the spatial geometry constructing ability of the art majors.
Combination strategy of traditional and modern design elements in beautiful rural landscape construction
Authors: Chen Wang 
Published: August 2024

Abstract
This paper mainly discusses the combination strategy of traditional and modern design elements and applies them to the construction of beautiful rural landscapes. Take a village as an example to study the construction planning of beautiful rural landscapes. The analysis of the current situation of rural landscape construction planning and the villagers’ demand for rural roads, rural plant species and other aspects of the construction of the village summarize the outstanding problems that exist in the current construction. This paper aims to address the issue of low integration of traditional and modern elements in rural landscape construction by proposing a combination strategy like cross-cultural design. The villagers’ satisfaction is evaluated by using the AHP-entropy weight combination method and the TOPSIS-gray correlation analysis method to measure the effect of rural landscape construction under the guidance of traditional and modern elements combination strategy in this paper. It was found that the top three weights of the program level were rich plant species, a combination of traditional culture and modern elements, and a high degree of traditional culture inheritance, which indicated that they were more important for the evaluation of villagers’ satisfaction. From the correlation closeness, the gray correlation of the cultural heritage area is 0.872, and the satisfaction level is excellent. The satisfaction levels of other scenic sub-areas are all above 0.61 at a good level. The strategy of combining traditional and modern elements proposed in this paper can effectively meet the needs of villagers, as demonstrated by the rural landscape construction.
Analysis of the Utility of Chinese Traditional Culture in Contemporary Digital Media Communication Based on a Big Data Platform
Authors: Huang Yingfei , Xie Yanghui , Chen Jiongzhao 
Published: August 2024

Abstract
Chinese traditional culture is profound and has important historical and cultural values, and in the digital information era, the dissemination of Chinese traditional culture is facing new challenges and opportunities. This paper begins with the utility mechanism of Chinese traditional culture dissemination and develops a path for Chinese traditional culture dissemination using digital media. On this basis, a digital platform for Chinese traditional culture is established through the modular division of digital platforms and joint visual and interaction design. Then, the hierarchical analysis method (AHP) is combined with (PCA) to complete the weighting. Then, the subjective and objective weights are balanced by the information entropy method (IE). Finally, the comprehensive evaluation model of the utility of digital communication in Chinese traditional culture is constructed by combining with the method of the distance between the superiority and inferiority solutions (TOPSIS), and the evaluation index system of the utility of cultural communication is established. Among them, the benefit value has the highest weight of 0.2007. The other indicators in order of weight are cultural, emotional experience (0.1735), cultural content experience (0.1687), interactive experience (0.1533), social impact (0.1531), and digital function experience (0.1507). Finally, the communication effect of traditional Chinese culture is analyzed using the digital platform of this paper. The average score is 8.75, with excellent communication effects. Based on the utility analysis of digital media communication, this paper provides a digital path for the communication of Chinese traditional culture and establishes a comprehensive evaluation method of communication utility, which provides an effective research method for the utility of digital media communication of traditional culture.