Information-theoretical approach to the analysis of students' plans for their future careers

Natalia Vinokurova
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Abstract

The article provides a statistical analysis of students' intentions regarding the choice of work after graduation. The data of a survey of students on the assessment of the importance of various motives for choosing targets are used. The main goal was to find the structure of the set of intentions, which is expressed in the form of a graph of direct connections. The interrelationships between assessments of intentions define the typology of students according to their target orientation. Due to the integrity of the intent measurement scale, two ways of evaluating relationships could be used: standard correlation and information-theoretic. As calculations have shown, both methods give similar results. For the analysis, those direct connections that were identified by both methods were used. This confirms to a certain extent the possibility of using Shannon information to find direct connections by the method of partial correlations in the case of nominal scales. The found graph of direct connections revealed the typology of students' intentions and thus allows us to talk about the students themselves.
运用信息理论方法分析学生未来职业规划
这篇文章对学生毕业后选择工作的意向进行了统计分析。数据的调查学生对评估的重要性的各种动机选择的目标。主要目标是找到意图集的结构,以直接连接图的形式表达。意向评估之间的相互关系根据学生的目标取向决定了他们的类型。由于意图测量量表的完整性,可以采用标准关联和信息论两种方法来评价关系。计算表明,两种方法的结果相似。在分析中,使用了两种方法识别的直接连接。这在一定程度上证实了在名义尺度的情况下,利用香农信息用偏相关法寻找直接联系的可能性。发现的直接连接图揭示了学生意图的类型,从而使我们能够谈论学生本身。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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