ASD和代谢综合征文献语料库
收藏arXiv2015-12-25 更新2024-06-21 收录
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资源简介:
本数据集由澳大利亚迪肯大学模式识别与数据分析中心的研究人员创建,包含22,508篇关于自闭症谱系障碍(ASD)和31,706篇关于代谢综合征(MetS)的学术论文摘要。数据集通过PubMed接口收集,涵盖了从最早的相关研究到2015年的文献。数据集用于研究文献中的主题内容及其随时间的复杂结构变化,特别关注主题的涌现、消失、演化、分裂和合并等动态变化。该数据集的应用领域包括医学研究、公共卫生政策制定以及科学知识发现,旨在通过分析文献中的主题结构变化,揭示科学研究的趋势和模式,为相关领域的研究提供数据支持。
This dataset was created by researchers from the Centre for Pattern Recognition and Data Analytics, Deakin University, Australia. It contains 22,508 academic paper abstracts related to Autism Spectrum Disorder (ASD) and 31,706 abstracts related to Metabolic Syndrome (MetS). The dataset was collected via the PubMed API, covering literature from the earliest relevant studies up to 2015. It is designed to study the thematic content in literature and its complex temporal structural changes, with a particular focus on dynamic processes such as the emergence, disappearance, evolution, splitting, and merging of topics. The application scenarios of this dataset cover medical research, public health policy formulation, and scientific knowledge discovery. It aims to reveal trends and patterns of scientific research by analyzing thematic structural changes in literature, providing data support for studies in relevant fields.
提供机构:
澳大利亚迪肯大学模式识别与数据分析中心
创建时间:
2015-12-25



