Hidden Trends in 90 Years of Harvard Business Review

Chia-Chi Tsai, Chao-Lin Liu, Wei-Jie Huang, M. Shan
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Abstract

In this paper, we demonstrate and discuss results of our mining the abstracts of the publications in Harvard Business Review between 1922 and 2012. Techniques for computing n-grams, collocations, basic sentiment analysis, and named-entity recognition were employed to uncover trends hidden in the abstracts. We present findings about international relationships, sentiment in HBR's abstracts, important international companies, influential technological inventions, renown researchers in management theories, US presidents via chronological analyses.
《哈佛商业评论》90年来隐藏的趋势
在本文中,我们展示并讨论了我们对1922年至2012年《哈佛商业评论》出版物摘要的挖掘结果。使用计算n-grams、搭配、基本情感分析和命名实体识别技术来揭示隐藏在摘要中的趋势。通过时间顺序分析,我们展示了有关国际关系、《哈佛商业评论》摘要中的情绪、重要的国际公司、有影响力的技术发明、著名的管理理论研究人员、美国总统的研究结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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