论文标题

数据科学词汇的进化和使用。我们在13年内改变了多少?

Evolution and use of data science vocabulary. How much have we changed in 13 years?

论文作者

Barahona, Igor

论文摘要

在这里,我介绍了过去13年中数据科学中词汇的演变和使用的调查。基于严格的统计分析,分析了一个包含12,787个文档的数据库,其中包含标题,抽象或关键字中的“数据科学”一词。建议在三个时期内对该学科的演变进行分类:出现,成长和繁荣。每个时期都确定了特征性的单词和开拓性文档。通过提出数据科学的独特词汇和相关主题并在时间段分类中,这些结果为该学科的科学界增加了价值。

Here I present an investigation on the evolution and use of vocabulary in data science in the last 13 years. Based on a rigorous statistical analysis, a database with 12,787 documents containing the words "data science" in the title, abstract or keywords is analyzed. It is proposed to classify the evolution of this discipline in three periods: emergence, growth and boom. Characteristic words and pioneering documents are identified for each period. By proposing the distinctive vocabulary and relevant topics of data science and classified in time periods, these results add value to the scientific community of this discipline.

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