Analysis of Mergers and Acquisitions Trends in the Semiconductor Industry with the Technology Perspective

Bohua Shao, K. Asatani, I. Sakata
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引用次数: 1

Abstract

Technology-driven Mergers and Acquisitions (M&A) are important for open innovation because they provide companies with external innovation resources. Recently, in the era of Industry 4.0, M&A deals become more and larger for landscape changing in the semiconductor industry. This paper aims at understanding the motivations and trends of this phenomenon from the technology perspective. In this paper, we mainly focus on the semiconductor industries in both the U.S. and Japan because the two countries are famous for the semiconductor. In order to cover the whole situation, we linked the "Assignee/Applicant" of the Derwent Innovation patent database and company names of a company database for analysis. We achieved this by splitting names into two parts for calculating similarity and matching. With the linkage of the two databases, we dealt data with network science and logistic regression. These practices helped to detect the differences of technology development level between the two countries. Furthermore, with natural language processing, we identified several technology keywords/fields which have influenced M&A in the semiconductor industry recently. Based on these findings, we argue that the future semiconductor industry will meet the diversified needs from society and that in the semiconductor industry, vertical and horizontal M&A prevail alternately.
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从技术角度分析半导体行业并购趋势
技术驱动型并购对开放式创新具有重要意义,因为它为企业提供了外部创新资源。近年来,在工业4.0时代,随着半导体行业格局的改变,并购交易越来越多。本文旨在从技术的角度理解这一现象的动机和趋势。在本文中,我们主要关注美国和日本的半导体产业,因为这两个国家都以半导体而闻名。为了涵盖整个情况,我们将Derwent Innovation专利数据库的“受让人/申请人”与某公司数据库的公司名称链接起来进行分析。我们通过将名称分成两部分来计算相似度和匹配度来实现这一点。通过两个数据库的链接,我们用网络科学和逻辑回归来处理数据。这些做法有助于发现两国技术发展水平的差异。此外,通过自然语言处理,我们确定了最近影响半导体行业并购的几个技术关键词/领域。基于这些发现,我们认为未来的半导体产业将满足社会多样化的需求,并且在半导体产业中,垂直并购和横向并购交替盛行。
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