论文标题

Sphaera语料库的科学知识的演变和转变:网络研究

Evolution and Transformation of Scientific Knowledge over the Sphaera Corpus: A Network Study

论文作者

Zamani, Maryam, Tejedor, Alejandro, Vogl, Malte, Krautli, Florian, Valleriani, Matteo, Kantz, Holger

论文摘要

我们研究了近代早期科学知识的演变和转变,分析了350多个不同版本的教科书,用于教授从十五世纪后期到七世纪中叶的欧洲大学的天文学。这些历史资料构成了Sphaera语料库。通过检查记录的每个版本的各个部分之间的不同语义关系,我们构建了一个由六层组成的多重网络,以及由所有层的叠加构建的汇总网络。网络分析揭示了五个不同社区的出现。研究了每一层在塑造社区和每个社区的特性方面的贡献。语料库中最有影响力的书籍是通过计算每本书中所有即时和中间链接的平均年龄来找到的。一小部分版本被确定为知识的发射器,因为它们通过长时间的时间间隔将过去的知识扎根到未来。此外,我们的分析确定了最具破坏性的书籍。这些书介绍了新的知识,然后几乎所有书籍之后都采用了这些知识,直到整个研究结束。作为经验检验,关于确定书籍内容的历史研究最终证实了我们所有分析的结果。

We investigated the evolution and transformation of scientific knowledge in the early modern period, analyzing more than 350 different editions of textbooks used for teaching astronomy in European universities from the late fifteenth century to mid-seventeenth century. These historical sources constitute the Sphaera Corpus. By examining different semantic relations among individual parts of each edition on record, we built a multiplex network consisting of six layers, as well as the aggregated network built from the superposition of all the layers. The network analysis reveals the emergence of five different communities. The contribution of each layer in shaping the communities and the properties of each community are studied. The most influential books in the corpus are found by calculating the average age of all the out-going and in-coming links for each book. A small group of editions is identified as a transmitter of knowledge as they bridge past knowledge to the future through a long temporal interval. Our analysis, moreover, identifies the most disruptive books. These books introduce new knowledge that is then adopted by almost all the books published afterwards until the end of the whole period of study. The historical research on the content of the identified books, as an empirical test, finally corroborates the results of all our analyses.

扫码加入交流群

加入微信交流群

微信交流群二维码

扫码加入学术交流群,获取更多资源