人工智能和网络科学作为说明跨学科领域学术研究演变的工具:意大利设计案例
Daniele Pretolesi1, Ilaria Stanzani2,3, Stefano Ravera2,3
1Center for Technology Experience, AIT - Austrian Institute of Technology, Vienna, Austria.
PloS one
|January 14, 2025
概括
人工智能和网络科学揭示了意大利设计.
科学领域:
- 跨学科研究 跨学科研究
- 网络科学 网络科学
- 人工智能的人工智能
- 设计研究设计研究.
背景情况:
- 描述跨学科领域是复杂的.
- 意大利的设计作为一个案例研究不断发展的研究景观.
- 了解研究趋势对于学术进步至关重要.
研究的目的:
- 应用人工智能和网络科学来绘制跨学科领域的地图.
- 分析意大利设计研究兴趣和合作的演变.
- 确定该领域内突出的研究主题.
主要方法:
- 学术合作网络的探索性数据分析.
- 文本分析和语义主题建模.
- 关键词对排名和主题识别.
主要成果:
- 意大利的设计显示了一种趋势,即加强合作.
- 确定了关键的研究主题:以用户为中心的体验设计,创新的产品设计和可持续的服务设计.
- 从个人到合作研究的转变是显而易见的.
结论:
- 人工智能和网络科学有效地描述了跨学科研究的演变.
- 该方法强调了研究实践的转变.
- 需要包括在主要数据库中未被索引的研究.
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