互联网时代高职会计专业职业道德教育的困境与突破

IF 3.1 Q1 Mathematics Applied Mathematics and Nonlinear Sciences Pub Date : 2024-01-01 DOI:10.2478/amns-2024-0244
Xuemei Chen, Jian Wu, Hui Wang, Yuanyuan Zhang
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引用次数: 0

摘要

随着互联网的发展,人们越来越追求社会的高质量发展,高素质人才的培养也越来越重要。本文针对高职会计专业人才的职业道德困境,引入基于深度聚类算法的生成器和判别器结构,构建了双自编码深度嵌入式聚类模型,即DADEC模型。完成模型构建后,结合小批量随机梯度下降算法和反向传播算法对聚类中心进行迭代优化,以减少聚类损失。将优化后的模型应用于高职会计专业人员的职业道德教育中,对其困境进行分类,并探索突破策略。结果表明,15所高职院校会计专业学生在职业道德知识、敬业意识、职业道德意志、职业道德行为等方面的感知均在0.6分以下。职业道德教育课堂效果均值为0.588,存在教学形式单一、教学内容陈旧的窘境。学生在诚实、守信、仁爱、奉献等方面的得分均在 60 分以下。虽然当前高职会计专业人才培养存在一定的挑战,但结合本研究为克服这些挑战指明了方向。
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The Dilemma and Breakthrough of Professional Ethics Education for Higher Vocational Accounting Professionals in the Internet Era
With the development of the Internet, people are more and more pursuing the high-quality development of society, and the cultivation of high-quality talents is also more and more important. Aiming at the dilemma of professional ethics of senior accounting professionals, this paper introduces generator and discriminator structure based on a deep clustering algorithm and constructs a double autocoding deep embedded clustering model, i.e. DADEC model. After completing the model construction, iterative optimization of the clustering center is carried out by combining the small batch stochastic gradient descent and backpropagation algorithms to reduce the clustering loss. The optimized model is utilized in the professional ethics education of senior accounting professionals to categorize their dilemmas and explore breakthrough strategies. The results show that the perceptions of accounting majors in 15 higher vocational colleges and universities in terms of ethical knowledge, sense of professional dedication, professional ethical will, and professional ethical conduct are below 0.6 points. The mean value of the classroom effect of professional ethics education is 0.588, and there is a dilemma between a single teaching form and outdated teaching content. The scores of students in honesty, trustworthiness, love, and dedication are below 60 points. Although there are certain challenges in the current training of senior accounting professionals, the combination of this study points out the direction for overcoming these challenges.
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来源期刊
Applied Mathematics and Nonlinear Sciences
Applied Mathematics and Nonlinear Sciences Engineering-Engineering (miscellaneous)
CiteScore
2.90
自引率
25.80%
发文量
203
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