一个基于智能代理的新框架,用于从职业咨询的感知到适当的流选择
Abdulrahman Abdullah Alghamdi1
1Computer Science Department, College of Computing and Information Technology, Shaqra University, Shaqra, Riyadh, Saudi Arabia.
PeerJ. Computer science
|June 22, 2023
概括
选择高等教育职业流通过新系统来简化. 这种基于代理的流提案系统 (ASPS) 准确地识别学生的兴趣和限制,以便更好地选择职业道路.
科学领域:
- 教育技术的教育技术
- 职业咨询 职业咨询 职业咨询 职业咨询
- 教育中的人工智能
背景情况:
- 由于专业化日益增长,选择高等教育职业流变得越来越复杂.
- 一个合适的职业道路显著影响一个人的能力和未来的成功.
研究的目的:
- 提出一个基于代理的流提案系统 (ASPS),以帮助学生选择合适的高等教育流.
- 提高职业流推系统的准确性和用户满意度.
主要方法:
- 开发了一个基于七个预定义模型评估流的系统.
- 整合了三种类型的测试,学习风格和指导,以确定个人兴趣和局限性.
- 对238名参与者进行了一项研究,评估了可访问性,用户友好性,准确性和满意度.
主要成果:
- 学习风格和指导的整合大大提高了系统的有效性.
- 通过大声思考协议和立即评估,可靠性和有效性得到证实.
- 受访者对拟议的系统表示高度满意,这是利克特比例数据所表明的.
结论:
- 拟议的基于代理的流提案系统 (ASPS) 有效地帮助本科生选择工程,医学,艺术和科学学位.
- 该系统能够识别个人的兴趣和局限性,使其成为教育指导的宝贵工具.
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