基于现实主义的本体设计的挑战:关于为动机学习理论创建一个本体的案例研究
Irshad Ally1, Werner Ceusters1
1Department of Biomedical Informatics, University at Buffalo, Buffalo, NY, USA.
概括
新手们与基于现实主义的本体论设计作斗争,以比较科学理论. 挑战包括模两可的术语,心理构造,以及基础本体论的不良文档.
科学领域:
- 本体论设计设计的本体论
- 行为科学 行为科学
- 科学理论比较科学理论比较
背景情况:
- 基于现实主义的本体学旨在澄清科学理论.
- 新手的本体学设计师在构建这些复杂的结构时面临着挑战.
- 比较竞争的科学理论需要强大的本体学框架.
研究的目的:
- 确定新手在基于现实主义的本体设计中遇到的主要问题类型.
- 分析创造本体论的困难,以解释科学理论之间的差异和共同点.
主要方法:
- 进行了一项涉及本体学学生的案例研究.
- 学生从动机学习理论中提取科学术语.
- 术语被映射到现有的本体学中,或者创建新的本体学,记录问题.
主要成果:
- 在基本形式本体学 (BFO) 中正确的分类是一个重大挑战.
- 确定的根本原因包括模两可的术语,心理构造的本体学地位,以及缺乏高质量的行为科学本体学.
- 对于学习者来说,BFO实体的文件不足加剧了困难.
结论:
- 基于现实主义的本体学可以帮助行为科学家进行理论比较.
- 需要从本体论开发人员和教育工作者那里做出更大的努力,以改善无损原则的可访问性.
- 完善的文档和更清晰的术语对于有效的本体论设计和使用至关重要.
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