School of Information Science and Technology, Nantong University, Nantong, Jiangsu 226019, China.
J Environ Public Health. 2022 Aug 17;2022:9269412. doi: 10.1155/2022/9269412. eCollection 2022.
The teacher education management system is crucial to the operation of the teacher education system (TES). It is the core institutional system of the TES, which stipulates the management authority and functional scope of the relevant departments of the TES. After the new pluralistic and open TES is formed, the original management system must be adjusted accordingly. In this context, this article integrates public mental health (PMH) into the diversified and open management system of TES and then uses a neural network to evaluate and complete the following tasks: (1) this article introduces the development status of diversified and open TES management systems at home and abroad and the importance of public psychology courses to teacher education. (2) The framework of TES integrating PMH is proposed, and then the principles of BPNN and gray wolf optimization (GWO) algorithm are introduced, and the IGWO-BPNN model is constructed accordingly. (3) The convergence and fitness of the IGWO-BP model and the GWO-BP model are compared through experiments, which proves the superiority of the performance of the IGWO-BP model. The optimal model is constructed by selecting parameters, and then the output of the model is compared with the expert evaluation results, and the error is small. It is proved that the model has superior performance in evaluating the professional quality of teacher education. (4) This article selects three professional quality evaluation indicators of teacher education to compare the changes before and after the integration of PMH. The results show that the proposed diversified and open management system of TES integrating PMH can effectively improve the professional quality of teachers in all aspects.
教师教育管理系统对教师教育系统(TES)的运作至关重要。它是 TES 的核心制度体系,规定了 TES 相关部门的管理权限和职能范围。在新的多元化和开放的 TES 形成后,原有的管理系统必须相应调整。在这种背景下,本文将公共心理健康(PMH)融入 TES 的多元化和开放管理系统中,然后使用神经网络来评估和完成以下任务:(1)本文介绍了国内外多元化和开放 TES 管理系统的发展现状以及公共心理学课程对教师教育的重要性。(2)提出了 TES 整合 PMH 的框架,然后介绍了 BPNN 和灰狼优化(GWO)算法的原理,并据此构建了 IGWO-BPNN 模型。(3)通过实验比较了 IGWO-BP 模型和 GWO-BP 模型的收敛性和适应性,证明了 IGWO-BP 模型性能的优越性。通过选择参数构建最优模型,然后将模型的输出与专家评估结果进行比较,误差较小。证明该模型在评估教师教育专业素质方面具有优越的性能。(4)本文选取了教师教育的三个专业素质评价指标,比较了 PMH 整合前后的变化。结果表明,所提出的多元化和开放的 TES 管理系统整合 PMH 可以有效地提高教师在各个方面的专业素质。