基于专利网络的芯片领域核心技术的识别和演变
Ying Wang1, Renda Chen1, Jindong Chen1
1Management Science and Engineering College, Beijing Information Science and Technology University, Beijing 102206, China.
Entropy (Basel, Switzerland)
|June 26, 2025
概括
芯片技术对于国家安全至关重要,并面临瓶. 本研究引入了一种新的系统,利用专利数据分析芯片设计,制造和包装的演变.
科学领域:
- 半导体技术 半导体技术
- 创新研究是创新研究.
- 专利分析专利分析
背景情况:
- 全球技术竞争正在加剧,芯片技术是国家战略安全的关键因素.
- 中国的工业链安全和创新生态面临着芯片技术开发中的重大瓶.
- 了解芯片技术的发展对于战略规划和工业进步至关重要.
研究的目的:
- 为芯片技术提出一个"识别-演变"协作分析系统.
- 确定芯片设计,制造,包装和测试中的核心技术.
- 系统地追踪芯片领域在2010-2024年间的技术发展路径.
主要方法:
- 使用专利数据作为分析的主要载体.
- 构建一个PKCN-BERT-LDA融合模块用于核心技术识别.
- 通过信息论改进传统的主路径分析,构建一个动态进化模型.
- 通过Derwent专利数据库系统地跟踪技术发展.
主要成果:
- 芯片设计显示了一种双向的创新模式:"系统优化"和"区域深耕".
- 芯片制造工艺表现出日益复杂的非线性积累定律.
- 包装和测试技术正在向整合和智能化发展.
结论:
- 开发的"识别-进化"系统有效地分析了芯片技术趋势.
- 在芯片设计,制造和包装/测试中确定了明显的进化特征.
- 调查结果提供了对中国芯片行业战略发展的见解.
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