Journal of Intelligent & Fuzzy Systems - Volume 40, issue 2

Authors: Liang, Xiufang | Haiping, Lv | Liu, Jie | Lin, Lin

Article Type: Research Article

Abstract: Based on the cloud computing artificial intelligence model, the English interactive teaching model summarized and analyzed in an in-depth manner, the characteristics of the smart classroom explored, and the interactive teaching model reform practiced. This article has studied and analyzed the classic teaching model. Finally, based on constructivism, the advantages of the constructivism teaching model, cooperative teaching model, and mastering learning model selected to construct the teaching model of artificial intelligence courses. Through the questionnaire survey of the current teaching status of artificial intelligence courses, and the investigation of each link of the constructed model, according to the results of …the survey to optimize the construction of artificial intelligence courses teaching model to make it more perfect. Based on the cloud computing technology, the system architecture and function module division of the network open class platform designed based on the overall needs, and developed and implemented on this basis. Through global and local two-level authentication, user information synchronization, and interconnection between homogeneous clouds, the identity management function realized. With the help of the e-schoolbag function, the learning results continuously and accurately evaluated, so that every learner can get a good learning experience. Show more

Keywords: Cloud computing, artificial intelligence, English interactive teaching, model reform practice

DOI: 10.3233/JIFS-189397

Citation: Journal of Intelligent & Fuzzy Systems, vol. 40, no. 2, pp. 3617-3629, 2021

Authors: Wu, Rong | Xu, Jian | Qian, Ping

Article Type: Research Article

Abstract: Based on the existing literature review and background analysis, the article first expounds the theoretical basis, realistic basis, main principles and links of the situational inquiry method applied to the research teaching of ideological and political courses, and combines teaching practice Interviews and investigations conducted an in-depth analysis of the current situation of the application of situational inquiry methods in the research teaching of ideological and political courses. Through inquiry analysis, it summarizes a series of positive effects of the situational inquiry method in the research teaching of ideological and political courses, such as enriching the teaching methods and enhancing …the fun of the classroom; improving the effectiveness of classroom teaching and enhancing the comprehensive quality of students; promoting the professionalism of teachers Development, teachers’ teaching literacy. At the same time, it also found some problems to be solved urgently, such as insufficient participation of teachers, insufficient enthusiasm of students, chaotic and disorderly classroom teaching process caused by random arrangement, and difficulty in application caused by the limitations of situational inquiry method itself. Secondly, based on the analysis of the existing problems, it is proposed to strengthen the continuing education of teachers and promote teachers ’"one specialty and multiple abilities"; create a good atmosphere and improve students’ classroom participation; optimize the teaching process and generate charming classrooms; adhere to appropriate use and other teaching The combination of optimization methods such as the combination of methods is aimed at further optimizing the effective use of situational inquiry methods in the research teaching of ideological and political courses, and further improving the effectiveness of classroom teaching. Show more

Keywords: Situational inquiry method, ideological and political lesson, research teaching, situational teaching model

DOI: 10.3233/JIFS-189398

Citation: Journal of Intelligent & Fuzzy Systems, vol. 40, no. 2, pp. 3631-3642, 2021

Authors: Gao, Xiaoru

Article Type: Research Article

Abstract: In order to study the role of English situational teaching in higher vocational colleges, based on information technology and artificial intelligence, this research combines with the needs of English teaching to construct a English situation teaching in higher vocational colleges with the support of 5G network technology and artificial intelligence. Moreover, this research builds a data processing model based on the system architecture diagram of cache placement, uses storage space and computing resources to save more backhaul link bandwidth, and adopts the “many to many” algorithm extended by the “one to many” algorithm, and uses the on-demand method to obtain …scenario teaching data from the cloud. In addition, this research constructs the intermediate link of data processing, and uses 5G network transmission to solve the problem of data transmission speed. Finally, this study uses a controlled experiment to evaluate the effectiveness of the artificial intelligence teaching model constructed in this study. The research shows that the English situation teaching method based on 5G network technology and artificial intelligence in vocational colleges has a certain effect and can effectively improve the English scores of vocational college students. Show more

Keywords: Artificial intelligence, 5G network, vocational colleges, english teaching, situational teaching, teaching reform

DOI: 10.3233/JIFS-189399

Citation: Journal of Intelligent & Fuzzy Systems, vol. 40, no. 2, pp. 3643-3654, 2021

Authors: Juan, Dong | Hong Wei, Yu

Article Type: Research Article

Abstract: This paper based on the algorithm of particle swarm optimization neural network, the university English classroom training framework with artificial intelligence is researched and designed, and a personalized learning path based on an improved binary particle swarm algorithm based on the non-linear increase of inertial weights and the exploration of unknown space is proposed. The recommendation method improves the algorithm’s convergence speed and convergence accuracy. It is easy to jump out of the local optimum through the improvement of the algorithm, thereby solving the problem of low recommendation accuracy of the personalized learning path and improving the recommendation efficiency. To …verify the recommended effect of the model and algorithm, this paper designs a simulation experiment and a learning platform that take the college English course as an example to verify the running performance and practical application effect of the proposed method. The above experiments show that the proposed method can improve the matching degree of the personalized learning path and the needs of learners, and improve the accuracy of application in personalized learning path recommendation. Show more

Keywords: Particle swarm optimisation, neural network, artificial intelligence, college English, classroom training, teaching framework

DOI: 10.3233/JIFS-189400

Citation: Journal of Intelligent & Fuzzy Systems, vol. 40, no. 2, pp. 3655-3667, 2021

Authors: Rong, Zheng | Gang, Zheng

Article Type: Research Article

Abstract: The student’s political and ideological practices is a vital portion of education, and it is related to optimization of task based on fundamental scenario in establishing morality. In order to establish a scientific, reasonable and operable evaluation model for students’ ideological education, and evaluate the status of college students’ ideological education. In this paper, firstly, in view of the shortcomings of evaluation objectives, single evaluation methods, lack of pertinence of evaluation indicators and subjectivity of evaluation standards in the current evaluation system of university students’ ideological and political education, the basic principles for constructing evaluation models of university students’ ideological …and political education are put forward. Secondly, in case to meet changing needs of the times, an artificial neural network algorithm based on artificial intelligence data mining and a traditional multi-layer fuzzy evaluation model are designed to evaluate the ideological and political education of college students. This newly proposed model integrates learning, association, recognition, self-adaptive and fuzzy information processing, and at the same time, it overcomes their respective shortcomings. Finally, an example analysis is carried out with a nearby university as an example. The evaluation results display that the evaluation model of students’ ideological education established in this paper is in good agreement with the previous evaluation results. It fully shows that the comprehensive evaluation model of fuzzy neural network for college students’ ideological and political education established in this paper is scientific and effective. Show more

Keywords: Artificial intelligence, fuzzy neural network, ideological and political education, evaluation model

DOI: 10.3233/JIFS-189401

Citation: Journal of Intelligent & Fuzzy Systems, vol. 40, no. 2, pp. 3669-3680, 2021

Authors: Chen, Yanjie | Zheng, Na

Article Type: Research Article

Abstract: This paper investigates the cognition status of information piano education for teachers and students in a university, which mainly includes a summary of the piano teaching status in a university and make an analysis and summary of the investigation results. In addition, this paper puts forward the direction of the network information reform and construction for piano majors in Colleges and universities, mainly including three aspects, that is, taking piano “micro class” teaching to arm traditional classroom teaching, using the new media to build a networked piano learning environment, and building the piano teaching “MOOC” platform.

Keywords: AI, Piano teaching, new media

DOI: 10.3233/JIFS-189402

Citation: Journal of Intelligent & Fuzzy Systems, vol. 40, no. 2, pp. 3681-3687, 2021

Authors: Yin, Yamei

Article Type: Research Article

Abstract: The teaching evaluation index system based on artificial intelligence not only evaluates and reflects the teaching situation of ideological and political theory courses in universities as a whole, but also provides specific feasible goals and direction guidance for the construction of ideological and political theory courses in universities. Based on data mining technology, this paper combines machine learning algorithms and dimensional analysis to study the ideological and political evaluation model of colleges and universities and builds an artificial intelligence teaching evaluation model based on actual needs. Moreover, this study transforms the model selection problem into a hybrid optimization algorithm optimization …problem, and the algorithm attempts to find the optimal model from the model set. In addition, this study designs a control experiment to perform model performance analysis. The results of the study show that the performance of the model meets the expected goals and can be applied to practice. Show more

Keywords: Data mining, artificial intelligence, ideology and politics, teaching evaluation

DOI: 10.3233/JIFS-189403

Citation: Journal of Intelligent & Fuzzy Systems, vol. 40, no. 2, pp. 3689-3698, 2021

Authors: Feng, Chao

Article Type: Research Article

Abstract: The popularization of virtual reality technology has become a brand-new carrier of knowledge and information dissemination and a new tool for art creation and design teaching in Colleges and universities. In this paper, first of all, from the three aspects of the definition and characteristics of virtual reality technology, the integration of virtual reality technology into art design teaching, and the significance of using virtual reality technology in art design teaching, the reform of art creation and design teaching in Colleges and Universities under virtual reality technology is discussed. In order to carry out the application research, this paper then …chooses to carry on the simulation modeling teaching of the bamboo forest in the intelligent virtual reality environment, making full use of the intelligent modeling tools, rendering tools and mapping tools to complete the teaching application examples of the art modeling design in Colleges and universities. In the specific teaching of art creation and design in Colleges and universities, the creation and design modeling of individual bamboos, the creation and design modeling of bamboos forest, and the creation and design modeling of different lighting effects and scene rendering are carried out respectively. Finally, from the advantages of intelligent virtual reality technology in art creation and design of colleges and universities, the expansion and promotion of teaching resources, and the synergistic effect of teaching results, we analyze the strategies of art creation and design teaching in Colleges and Universities under the background of intelligent virtual reality technology in detail. Show more

Keywords: Intelligent virtual technology, art creation teaching, university art design teaching, fengwei bamboo forest creation design teaching example, creation and design teaching new strategy

DOI: 10.3233/JIFS-189404

Citation: Journal of Intelligent & Fuzzy Systems, vol. 40, no. 2, pp. 3699-3710, 2021

Authors: Hu, Jiheng | Liu, Boya | Peng, Hao

Article Type: Research Article

Abstract: With the arrival of the era of artificial intelligence, based on the problems existing in the teaching process of marketing specialty, combined with the future business development trend and the core needs of enterprise operation, this paper analyzes the system reform of the practical courses of artificial intelligence and marketing specialty. With the rapid development of computer technology, intelligence has gradually become an important means to solve problems in various industries. In this paper, the modern media as a means, marketing teaching in Colleges and universities as the research background, through the establishment of the depth of marketing in Colleges …and Universities Based on artificial intelligence network research learning platform, build a post-modern media communication perspective system. Based on probabilistic neural network and from the perspective of modern media marketing application system construction, the paper proves that the artificial intelligence prediction based on probabilistic neural network has good convergence, fault tolerance and data processing ability through MATLAB. Finally, this paper takes the pricing strategy in marketing as an example, and focuses on the application of artificial intelligence technology in marketing teaching from four aspects: preparation before class, implementation in class, consolidation after class and marketing teaching examination. According to the function and application of the theory of artificial intelligences in marketing teaching, we can find out that teachers must deeply understand the situation of each student’s artificial intelligences, so as to use the theory of artificial intelligences to change the traditional view of students and talents, and teach students according to their aptitude, so as to achieve better teaching effect. Show more

Keywords: Artificial intelligence technology, marketing, marketing teaching, creativity, individualized teaching

DOI: 10.3233/JIFS-189405

Citation: Journal of Intelligent & Fuzzy Systems, vol. 40, no. 2, pp. 3711-3719, 2021

Authors: Qianjing, Meng | Lin, Tang

Article Type: Research Article

Abstract: English reading plays an important role in promoting oral English and comprehensive English ability. At present, the traditional online reading mode is less effective. In order to change the shortcomings of traditional education, this article builds on the artificial intelligence algorithm and combines the spoken language spectrum algorithm to build the system. Moreover, this article combines with the actual needs to put forward endpoint detection and judgment criteria based on spectral entropy information, establishes a mathematical model of knowledge forgetting, and obtains an intelligent memory algorithm to guide students in personalized learning. In order to verify the effect of the …model, this article takes the students in the experimental class and the control class as the experimental objects and compares the spoken pronunciation of the students and the comprehensive English scores of the students after the experiment. The research results show that the artificial intelligence-based English multimodal online reading mode platform constructed in this article has certain effects and can effectively improve students’ English scores. Show more

Keywords: Artificial intelligence, English multimodal online reading, model construction, teaching model

DOI: 10.3233/JIFS-189406

Citation: Journal of Intelligent & Fuzzy Systems, vol. 40, no. 2, pp. 3721-3730, 2021