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学生对人工智能教育的看法

发布时间：2026-03-17 14:31:40资源ID：2031905792410947586资源类型：免费

该数据集《 Students' Perceptions of AI in Education》主要用于回归/预测任务，数据形态以表格为主，应用场景偏向文本内容分析。 题目说明：Exploring the Attitudes and Perspectives of Cybernetics Students on AI 任务类型：表格回归/预测。 建议流程：先做缺失值/异常值处理与特征编码，再比较逻辑回归、随机森林、XGBoost。 评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。 可用文件：Survey_AI.csv。 This dataset contains the results of a survey conducted on undergraduate students enrolled in the 2nd and 3rd year of study at the Faculty of Cybernetics, Statistics and Economic Informatics. The survey was conducted online and distributed through social media groups. The aim of the survey was to gather insights into students' perceptions of the role of artificial intelligence in education. Question 1: On a scale of 1 to 10, how informed do you think you are about the concept of artificial intelligence? (1 - not informed at all, 10 - extremely informed) Question 2: What sources do you use to learn about the concept of artificial intelligence? - Internet - Books/Scientific papers (physical/online format) - Social media - Discussions with family/friends - I don't inform myself about AI Question 3: Express your agreement or disagreement with the following statements: (Strongly Disagree, Partially Disagree, Neutral, Partially Agree, Fully Agree)

学生对人工智能教育的看法

摘要概览

该数据集《 Students' Perceptions of AI in Education》主要用于回归/预测任务，数据形态以表格为主，应用场景偏向文本内容分析。 题目说明：Exploring the Attitudes and Perspectives of Cybernetics Students on AI

任务类型：表格回归/预测。

建议流程：先做缺失值/异常值处理与特征编码，再比较逻辑回归、随机森林、XGBoost。

评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。

可用文件：Survey_AI.csv。

This dataset contains the results of a survey conducted on undergraduate students enrolled in the 2nd and 3rd year of study at the Faculty of Cybernetics, Statistics and Economic Informatics. The survey was conducted online and distributed through social media groups.

The aim of the survey was to gather insights into students' perceptions of the role of artificial intelligence in education.

Question 1: On a scale of 1 to 10, how informed do you think you are about the concept of artificial intelligence? (1 - not informed at all, 10 - extremely informed)

Question 2: What sources do you use to learn about the concept of artificial intelligence? - Internet - Books/Scientific papers (physical/online format) - Social media - Discussions with family/friends - I don't inform myself about AI

Question 3: Express your agreement or disagreement with the following statements: (Strongly Disagree, Partially Disagree, Neutral, Partially Agree, Fully Agree)