全球顶尖小众公司的成功因素:使用文本挖掘分析免费描述数据

A. Shimoda, Taro Yabuki
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引用次数: 0

摘要

全球利基顶级(GNT)公司在某一特定领域拥有全球较高的市场份额。在专注于有限的领域,以高份额为目标的同时,确保了针对世界市场的规模。这一策略引起了管理资源有限的中小企业的关注。然而,由于这些公司有不同的目标领域,仅通过分析每个例子来理解共同的成功因素是困难的。此外,选择型问卷很难了解各个领域的成功因素。在本研究中,我们试图通过使用文本挖掘分析GNT公司的免费描述数据来澄清成功因素。从而获得了与各类行业成功因素相关的信息。
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Success Factors in Global Niche Top Companies: Analysis of Free Description Data Using Text Mining
A global niche top (GNT) company has globally high market share in a specific field. While specializing in the limited field and aiming at a high share, a scale is secured aimed at the world market. This strategy attracts attention for small and medium-sized enterprises whose management resources are restricted. However, since those companies have various target fields, understanding the common success factor only by analyzing each example is difficult. Moreover, it is difficult for a selection-type questionnaire to understand the success factor in various fields. In this study, we attempted to clarify success factors by analyzing the free description data written about GNT companies using text mining. As a result, information related to success factors of various types of industries was acquired.
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