Abstract
The artificial intelligence education system promotes the rooting of artificial intelligence in the education field and accelerates its entry into the era of intelligent education. This article focuses on the development of the artificial intelligence education system and proposes an artificial intelligence education system based on differential evolution algorithm optimization support vector machine. First, the processing of educational demand information data is automated, then a differential evolution algorithm is built to optimize the support vector machine model, and the model is used to implement various educational tasks to achieve automated education. The test results show that the model classification accuracy, classification recall rate, classification accuracy rate, and F1-score value are 4 items. Performances have been improved to improve the efficiency of education work and provide a reference for exploring the application and practice of artificial intelligence in education.
Highlights
As the core driving force of technological progress, artificial intelligence has brought profound changes to social development. e education field is actively exploring how to deeply integrate with artificial intelligence, promote educational innovation, and build a new education ecology in the intelligent era
How to promote the application of artificial intelligence and realize the convenient development of artificial intelligence systems will be an important link in the development of educational artificial intelligence [11–16]
Based on the analysis of existing research and problems in the design and application of educational artificial intelligence systems, this paper discusses design methods based on automation ideas and proposes an artificial intelligence education system based on differential evolution (DE) algorithm optimization support vector machine (SVM). e educational demand information is processed automatically, and a feature model is generated, and the model is used to implement various educational tasks so as to realize automatic education, improve the efficiency of educational work, and provide a reference for exploring the application and practice of educational artificial intelligence
Summary
As the core driving force of technological progress, artificial intelligence has brought profound changes to social development. e education field is actively exploring how to deeply integrate with artificial intelligence, promote educational innovation, and build a new education ecology in the intelligent era. E education field is currently facing problems such as lack of mature application models, lack of artificial intelligence experts, and lack of technical platform support. Based on the analysis of existing research and problems in the design and application of educational artificial intelligence systems, this paper discusses design methods based on automation ideas and proposes an artificial intelligence education system based on differential evolution (DE) algorithm optimization support vector machine (SVM). E development function of the educational artificial intelligence application system includes five modules: educational needs, educational data, educational features, intelligent models, and educational applications. Relevant technical personnel are responsible for related work, constructing intelligent models, and training them, according to the model evaluation results, optimizing the current model design plan to obtain the best model. Xt (0) is the t-th individual of the 0th generation and Xtj(0) is the j-th gene of the t-th individual of the 0th generation, t 1, 2, ..., m
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