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25+ Years of Business Intelligence and Analytics Minitrack at HICSS: A Text Mining Analysis

机译:HICss 25多年的商业智能和分析minitrack:文本挖掘分析

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摘要

This research project is inspired by the occasion of the 50th anniversary of the Hawaii International Conferences on Systems Sciences (HICSS). As the current co-chairs of the longest-running minitrack on Business Intelligence (BI), Business Analytics (BA) and Big Data (as it is currently known) at HICSS, we report on its 27-year history of relevant and interesting research. Our insights into the key research themes and their progress over time were obtained through a semantic text mining of all research publications included in this minitrack since 1990. We also illustrate a practical method of using a sophisticated text-mining tool (Leximancer) so that it could be replicated by other researchers interested in content analysis methods in other research fields.
机译:该研究项目的灵感来自夏威夷国际系统科学大会(HICSS)成立50周年。作为HICSS上运行时间最长的商业智能(BI),商业分析(BA)和大数据(目前已知)微型轨道的现任联合主席,我们将报告其27年来相关且有趣的研究历史。自1990年以来,我们通过对该微型曲目中包括的所有研究出版物的语义文本挖掘,获得了对关键研究主题及其随时间的进展的见解。我们还说明了一种使用复杂的文本挖掘工具(Leximancer)的实用方法,可以被对其他研究领域的内容分析方法感兴趣的其他研究人员复制。

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