bluuebunny/crossref_metadata_2025_split huggingface dataset:
Teaching Reform Strategy of Ideological and Political Course Based on Big Data-Taking “Digital Electronic Technology” as an Example
Authors: Xie Guokun , Jia Yajuan 
Published: April 2021

Abstract
The spiritual breath is industrial knowledge, the number of people, the number of people, the data knowledge, the method, and the polymorphism. The amount of data possessed by human beings is getting larger and larger. There may be a lot of information that we are interested in hiding behind the amount of data. How to effectively use digital technology to mine this information has become a problem to be solved. There are two core technologies in digital technology, data mining technology and data fusion technology. The purpose of this article is to conduct research and analysis based on (BO) the teaching reform of big data ideological and political (IAP) courses. This paper recommends using the traditional algorithm FP-growth algorithm to solve the digital technology problems commonly used in big data. The FP growth algorithm has the widest range of applications. Compress the transaction database into the FP tree for processing. It also uses the Aprili algorithm. Instead of generating frequent candidate itemsets, you only need to scan the database twice. The improvement of the experimental results shows that in the IAP courses BO big data studied in this article, students recognize and like educational reforms. The degree of students’ love of the course has increased by about 90%, which has played an important role in improving students’ concentration on the course.
RETRACTED: Prediction Method of Innovation and Entrepreneurship Intention of Computer Majors Based on Artificial Intelligence Technology
Authors: Zhang Jinbang , Fu Yanping 
Published: April 2021

Abstract
With the rapid development of artificial intelligence technology, the cycle of transforming scientific and technological achievements into actual productivity is getting shorter and shorter, and technological progress and innovation and entrepreneurship have become decisive factors in economic and social development. However, the current stage of innovation and entrepreneurship education in my country has not been integrated into computer majors, which has reduced the effectiveness of innovation and entrepreneurship for computer majors. In this regard, the purpose of this article is to study the method of predicting innovation and entrepreneurial intentions of computer majors based on artificial intelligence technology. This article first understands and analyzes the current situation of innovation and entrepreneurship education in computer majors through questionnaires, visits and analysis, and analyzes the problems faced by innovation and entrepreneurship education in computer majors at this stage. After empirical analysis of the collected data, the experimental results show that the theoretical model based on artificial intelligence technology can effectively analyze the influencing factors of college students’ innovation and entrepreneurship intentions, and plan and guide them, and the degree of recognition of college students’ innovation and entrepreneurship has also been obtained. An improvement of about 20%, which has important guiding significance for the innovation and entrepreneurship of computer majors.
Application of Big Data in Improving Landscape Plant Landscaping Method
Authors: Huang Liang 
Published: April 2021

Abstract
With the progress of information technology, the acquisition, analysis and application of data continue to deepen. Big Data(BD) is affecting our life and work, and gardens are inevitably affected. BD brings opportunities for landscape architecture, changes planning and design ideas, and promotes discipline cooperation and data fusion. At the same time, it also brings challenges. The pure data theory and the protection of privacy are the problems we need to face and solve. In view of these problems, this paper puts forward the application research of BD in improving the landscape plant landscaping method. In this paper, according to the current situation of landscape plant landscaping in China, 210 landscape workers and BD technical personnel in China were selected as the survey objects, and the satisfaction of BD technology application was more than 85%, which played a role in promoting the landscape plant landscaping methods. Through the comparative analysis of the standardization, in telligence and scientificity of traditional landscape design and BD landscape design, it is concluded that the indicators of BD landscape design are superior to the traditional landscape design. BD technology provides technical support for the research of landscape plant landscaping methods.
Improving the Quality of Ideological and Political Education in Colleges and Universities in Big Data Age
Authors: Zeng Fanglian , Liu Lian 
Published: April 2021

Abstract
The Ideological instruction work is related to the future and destiny of socialism with Chinese characteristics. The arrival of big data era has brought opportunities and challenges to this arduous and glorious cause. The combination of science and technology represented by big data, Internet, cloud computing and Internet of things will inevitably lead to a new round of innovation and development. Through questionnaire survey, in-depth interview and literature analysis, this paper finds out the main problems of college students’ network Ideological instruction problems in the big data era. Through the questionnaire survey, we can see that the proportion of students who surf the Internet 4-6 hours and more than 6 hours a day is more than 47%, and more than 77% of the attention content in the school portal is academic achievement, combined with the extended interview with Ideological instruction workers in colleges and universities.
RETRACTED: Application of Clustering Algorithm in Ideological and Political Education in Colleges and Universities
Authors: Wang Qibin 
Published: April 2021

Abstract
In recent years, with the rapid development of information technology, China has entered the information age. Information technology has changed our life, but also affected the form of ideological and political education(IAPE) management in colleges and universities(CAU). Data mining technology based on clustering algorithm has been widely used in university education management, but the application research of this technology in the field of IAPE is still insufficient. Therefore, this paper puts forward the application research of clustering algorithm in IAPE in CAU. After research, this paper believes that the existing IAPE in CAU is still based on the traditional management mode, lack of data sensitivity and insufficient utilization of teaching information data. In view of this situation, according to the education and management needs of IAPE, combined with the characteristics of clustering algorithm, the traditional clustering algorithm is optimized and improved. Compared with the traditional algorithm, the improved algorithm simplifies the calculation steps, improves the accuracy of calculation, and is more suitable for the application in the field of IAPE in CAU. In order to further verify the actual effect of this algorithm, the improved clustering algorithm is verified by experiments. In this experiment, the proportion of the three types of fraction is 25%, 64.4%, 10.6%, which is much higher than the previous sample data. Analysis shows that the algorithm in this paper has played a positive role in improving the management effect of IAPE in CAU and promoting the optimization and reform of IAPE in China.
Digital Art Into the Design of Cultural and Creative Products
Authors: Dai Yongli 
Published: April 2021

AbstractCultural and creative products(CACP) have their own unique creativity and culture, so they are popular with the public. Digital art of traditional CACP is a major direction of the reform and upgrading of CACP. However, there is little research on digital art in the design of CACP. Therefore, this paper puts forward the design research of digital art into CACP. In this paper, the application of digital creative products in the cultural and creative product design can be enhanced. According to the actual needs of traditional cultural and creative product design, combined with the latest digital media art, this paper constructs a new creative design model of CACP, and focuses on the interactive effect of digital media artistry on CACP. In order to deeply understand the influence of digital art integration on the design of CACP and the development of cultural and creative industries, this paper establishes the corresponding investigation and research. According to the questionnaire and public data, the sales volume of Dunhuang Cultural Products in Dunhuang increased from 13.584 million yuan in 2016 to 31.957 million yuan in 2019, an increase of 135%. The analysis shows that digital artistry has changed the design concept of traditional CACP, enhanced the sense of experience of CACP, and promoted the economic development of cultural and creative industries.
Iterative learning PID Controller for Permanent Magnet Linear Synchronous Motor
Authors: Li Hongxin , Sheng Hu , Shen Liang 
Published: April 2021

Abstract
At present, PID controllers have been widely used to control permanent magnet linear synchronous motor(PMLSM), but PID controllers are difficult to be suitable for the occasions with high precision requirements. In order to solve the problem of high precision control, the position-speed-current three-loop control structure is adopted in this study. In the design process of the position controller, the method of combining PID and Iterative learning controller is adopted. Iterative learning control(ILC) can deal with problems in a very simple way. A dynamic system with a fairly high degree of certainty, at the same time, is highly adaptable and easy to implement. It does not rely on the precise mathematical model of the dynamic system, and is an iterative generation of optimized input signals. The Matlab simulation results show that the PMLSM under the iterative learning PID control has accurate position tracking ability. The applicable object of this control system is the controlled system with repetitive motion of industrial robot, which can effectively realize the complete tracking task in a limited time interval.
RETRACTED: Analysis on the Competitiveness of Global Agricultural Remote Sensing Research Based on Artificial Intelligence Technology
Authors: Bai Bing , Wang Jianjun , Tian Shujiao , Peng Xiuyuan 
Published: April 2021

Abstract
In order to accelerate the overall progress of digital agricaulture, fully grasp the global agricultural remote sensing research, and support the basic application research of global agricultural remote sensing, this paper uses Web of Science as the data resouce, adopts bibliometrics and artificial intelligence methods, and Excel, VOSviewer and other tools are used to provide a comprehensive analysis of SCI journal articles on global agricultural remote sensing research in terms of the overview of article publication, institutions, authors, and topics.
RETRACTED: Analysis of research situation of domestic tomato irrigation and fertilization based on artificial intelligence technology
Authors: Zhang Zhijuan , Miao Yu , Peng Xiuyuan 
Published: April 2021

Abstract
To fully grasp the development trend of research on tomato irrigation and fertilization in my country. This article uses CNKI journal database as the data source, using knowledge graph method, with the help of Excel, VOS viewer and other tools. A comprehensive analysis of the core scientific and technological journal papers of my country’s tomato irrigation and fertilization research is carried out from the aspects of publication volume, institutions, authors, journals, frequency of citations, disciplines, topics, and fund distribution.
Design and Application of Mental Health Intelligent Analysis System for College Students Majoring in Physical Education
Authors: Li Xinlong , Shi Xiaoyu 
Published: April 2021

Abstract
In today’s society, whether in business life or in private life, establishing relationships with friends and acquaintances effectively emphasizes the important role of Esq. As a person with high EQ, he should provide self-identity and proof needs, pay attention to consumption and insufficiency, control his temper, and establish relationships with friends and acquaintances. In this study, sports colleges and sports major students as the research object, to compare their multiple intelligence fields. Starting from the connotation of EQ and the analysis of EQ of independent college students, this paper puts forward that physical education is the only way to cultivate students’ EQ, and puts forward suggestions that physical education should cultivate college students’ self understanding ability, self motivation ability, self-control ability and self-control ability, so as to resist setbacks. Comparison method and non intelligence scale were used. A questionnaire survey was conducted on college students, and their life experience, self-esteem, self-confidence and hope were evaluated. Self reported self-esteem, self-confidence and stress levels are used to distinguish between resilient and inelastic students. The results show that the minimum support of a is 25%, the minimum confidence is 9%, and the number of association rules is 213; the minimum support degree of B is 16%, the minimum confidence is 16%, and the number of association rules is 194.
Civil Engineering Construction Project Management Based on Computer Technology
Authors: Zhang Li , Zhu Bin , Zhang YongGang 
Published: April 2021

Abstract
With the rapid development of computer technology, has the construction project management changed a lot? In the construction engineering, information technology has played a very important role. In this paper, through the application of computer in project management related concepts are summarized, understand the relevant technology and technical characteristics, through the design and analysis of management platform, and test platform can be Reliability and stability, the platform can well meet the needs of project management, and can provide information utilization maximization for the efficiency and quality of construction projects.
Application of Action Research into the Development of English Linking in a College English Classroom
Authors: Liu Yao 
Published: April 2021

Abstract
This article reported the introduction of action research into an intensive English class for English major freshmen at a college in China. Sixty-one students (three boys and fifty-eight girls) participated in the study, which investigated the effects of action research on their pronunciation development of linking. Through a recording test and a questionnaire, students’ proficiency in English linking was identified. The test and the questionnaire were administered before the intervention. Based on the analysis results, a refined four-step process of planning, strategies, action and self-reflection was proposed, aiming to develop the students’ proficiency of linking. A three-week teaching action was carried out. With the help of online platform, online videos, timely feedback in class both from the teacher and peers, reflective journals in the process of the instruction and an interview conducted after it showed that action research had a clear positive effect on the development of students’ proficiency in English linking.
Teaching Design Exploration of the Course Based on the “6+2” Basic Principle--Take “Computer Foundation” Course as an Example
Authors: Liao Jianlai 
Published: April 2021

Abstract
Under the background of the new normal of education, the state puts forward new requirements on vigorously developing modern vocational education where new technologies, new techniques and new specifications should be incorporated into the teaching standards and teaching contents in time to strengthen students’ hands-on ability. As the key to the reform of vocational education, curriculum design must be combined with the principle of “6+2” to realize the integration of teaching and doing. As a public basic course, “Computer Foundation” always implements the “6+2” principle in teaching, and takes the basic office software operation as the system, which is fully in line with the training objectives of the basic courses of vocational education.
Data Visualization Model Based on the User Experience
Authors: Wang Pengwen , Hu Yanan , Huo Jiaofei 
Published: April 2021

Abstract
The data characterization is effectively explored based on the human cognitive features of data visualization conforming to the characteristics and habits of human beings. It analyzes the principle and characteristics of human cognition, and interprets the advantage of the graphic symbols and visual thinking in cognitive process. Furthermore, a model of the big data visualization is proposed based on the human cognitive law, which includes four main parts: strategic level, scope layer, structural layer and data presentation layer. It gives an example to expatiate that the current visualization of the cognitive model can be applied to the related data visualization, and realize the mapping between the visual cognitive thinking and data visualization.
The Computerized Educational System Designed For Academic English Reading Technique Training-Take Computer Science Major as an Example
Authors: Li Biao , Liu Jing , Guo Jianxun , Zhou Chen , Lv Xinying , Shen Yifei 
Published: April 2021

Abstract
As we all know that computer science is the future in every scientific research field. So, the students who are going to graduate from University or to get higher degree all need to study the advanced techs through articles written in English. Especially for the graduates who major in computer science, for their research, the first step is to understand the English materials. However, English reading seems to be a big problem for them. In this article, the author tentatively proves the idea— common reader, especially computer science major readers can improve reading ability by practicing their eyeball. The author uses this method to help the computer science major students to get the success as quickly as possible, so that they can get the capacity in future research. The author used the computer and a software that a picture moves all the time from left to right. By this way, the author want to train the students’ eyeball ability. And then he fastened the speed little by little and help the students to master the scientific rule of the eyeball movement practicing. The author held a three-step-experiment. Each step includes methods and tests. After each step, according to the result of the test, the author improved the method.
Influence of Large Marathon on City Brand Building Based on Big Data Analysis
Authors: Fu Qiang , Li Huarui , Chai Junda 
Published: April 2021

Abstract
With the rise of the national fitness tide, marathon has become one of the popular sports in the city. Marathon has a positive impact on the shaping of city brand, but there is little research on this aspect in China at present. Therefore, this paper puts forward the research on the impact of large-scale marathon on city brand building based on big data analysis. Through the investigation and analysis of the effect of marathon on urban construction, the results show that marathon competition in the city has the functions of carrying forward the city culture, strengthening the citizens’ fitness consciousness, clarifying the city brand positioning, and strengthening the construction of sports infrastructure. In order to further investigate the role of marathon in the construction of city brand, this paper takes the marathon race of a city as the research object and makes an in-depth study on it. While analyzing the impact of marathon on city brand building, the paper also analyzes the passenger flow and passenger flow structure during the marathon race through big data. The data show that during the marathon, the city’s passenger flow has been significantly improved. From the crowd structure, marathon is more popular with young groups. In this paper, the author holds that the marathon race in a city has an important impact on the image of the city concept. It can not only shape the city brand image, but also promote the development of tourism industry.
Animation Based Narrative Strategy and Shaping of Image Animation-based Narrative Strategy and Image Shaping in the Information Age
Authors: Hu Bofei 
Published: April 2021

Abstract
Today’s society is an Internet age, information technology is becoming more and more developed, and the development of animation is becoming more and more high-tech. Narration and image shaping are two indispensable and important forms of expression in animation, which are capable of increasing the story based characteristics and drama richness and enhancing the quality and development of animation. It is of high research value. This paper analyzes the artistic expression effect in its animation design and shooting from the perspective of narrative strategy and image shaping, and thus proposing reasonable measures on improvement.
An Empirical Analysis of Stochastic Volatility Model Based on SSE 50 ETF Option
Authors: Ai Siyan 
Published: April 2021

Abstract
Option is an effective financial derivative instrument. It is crucial to price options rationally in the options market. The classical B-S option pricing model yields an option price that deviates from the actual price of the market due to its unduly ideal assumptions. Later scholars proposed the GARCH and SV models to optimize the B-S model. With the SSE 50 ETF option selected as the study object, The GARCH model and the SV model are used to compare the pricing errors of the GARCH model and the SV model. The empirical results show that the SV model is better than the GARCH model in terms of accuracy in any degree of value and option duration, which is suitable for the Chinese options market.
Metrology and Computer Visualization Analysis of Taijiquan’s International Communication Research in the Big Data Era
Authors: Yu Jing , Ye Nianhua , Li Tengda , Wu Hong 
Published: April 2021

Abstract
As a traditional Chinese Wushu integrating various functions such as temperament maintenance, physical fitness, and skill of fighting, Taijiquan takes Taiji thought, the dialectical concept of Yin and Yang in traditional Chinese Confucianism and Taoism as its core ideas. Also, its formation combines the theory of Yin and Yang, five elements of thought in Yi Jing, the theory of TCM meridians and collaterals, as well as the ancient physical and breathing exercises. The international communication of Taijiquan has built a bridge of Chinese excellent Wushu culture and the world. Taijiquan is one of the outstanding representatives of Chinese Wushu culture, and the research of its international communication has a vital significance for understanding the status quo and problems of the traditional culture of our country, and promoting correct understanding of westerns in it. In this paper, the method of computer visualization is adopted to carry out statistical analysis of related journal articles collected in CNKI database in China in the past two decades, which aims at finding the hot topics, research status and research methods of Taijiquan’s international communication, and providing references for future research.