利用专利分类对家庭自动化网络主要技术集群和受让人进行分类

IF 2.6 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computers Pub Date : 2023-10-20 DOI:10.3390/computers12100211
Konstantinos Charmanas, Konstantinos Georgiou, Nikolaos Mittas, Lefteris Angelis
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引用次数: 0

摘要

家庭自动化技术是人类的重要组成部分,因为它们为其他平凡和重复的任务提供了便利。近年来,随着物联网(IoT)和人工智能(AI)领域的发展,这些技术在使用的方法和工业影响方面都有了巨大的发展。因此,许多组织和公司通过为这些技术申请专利来确保商业权利。在本研究中,我们对来自美国专利商标局(USPTO)的8482项家庭自动化专利进行了分析,以提取主题集群,并区分那些推动市场发展的专利和那些随着时间的推移而衰落的专利。此外,我们确定了每个集群的主要竞争对手,并在其市场影响和目标的范围内分析了结果。主要研究结果表明,家庭自动化网络涵盖了各种技术领域和不同兴趣的组织。
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Classifying the Main Technology Clusters and Assignees of Home Automation Networks Using Patent Classifications
Home automation technologies are a vital part of humanity, as they provide convenience in otherwise mundane and repetitive tasks. In recent years, given the development of the Internet of Things (IoT) and artificial intelligence (AI) sectors, these technologies have seen a tremendous rise, both in the methodologies utilized and in their industrial impact. Hence, many organizations and companies are securing commercial rights by patenting such technologies. In this study, we employ an analysis of 8482 home automation patents from the United States Patent and Trademark Office (USPTO) to extract thematic clusters and distinguish those that drive the market and those that have declined over the course of time. Moreover, we identify prevalent competitors per cluster and analyze the results under the spectrum of their market impact and objectives. The key findings indicate that home automation networks encompass a variety of technological areas and organizations with diverse interests.
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来源期刊
Computers
Computers COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-
CiteScore
5.40
自引率
3.60%
发文量
153
审稿时长
11 weeks
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