基于专利新颖性研发组合标识图的技术机会分析——以溶栓药领域为例

陶成琳, 王伟, 张世玉

知识管理论坛 ›› 2016, Vol. 1 ›› Issue (4) : 276-282.

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知识管理论坛 ›› 2016, Vol. 1 ›› Issue (4) : 276-282. DOI: 10.13266/j.issn.2095-5472.2016.033

基于专利新颖性研发组合标识图的技术机会分析——以溶栓药领域为例

  • 陶成琳, 王伟, 张世玉
作者信息 +

Technology Opportunity Analysis Based on the Map of the Combination of Patent Novelty Research and Development—A Case Study of Thrombolytic Drugs

  • Tao Chenglin, Wang Wei, Zhang Shiyu
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摘要

[目的/意义] 通过识别新颖专利代替由一组关键词代表的专利空白,改善技术机会识别过于主观的缺陷;[方法/过程] 利用一种基于系统流程的定量方法识别专利的新颖程度。通过基于密度的局部离群点(DLOF)算法识别出新颖专利,利用技术范围指标与同类专利数量指标构建研发组合标识图;[结果/结论] 研究结果表明,基于专利的新颖性研发组合标识图可以准确的识别出新颖专利,为技术研发提供借鉴。

Abstract

[Purpose/significance] The meanings of potential technology opportunities become more explicit by identifying novel patents rather than patent vacancies that are usually represented as a simple set of keywords. [Method/process] We proposed an approach to detect novel patents based on systematic processes and quantitative outcomes. Density-Based Local Outlier (DLOF) algorithm was used to identify novel patents. Then, we used the scope of technology index and the number of similar patents index to structure an anomaly-portfolio patent map. [Result/conclusion] Research results show that novelty-focused patent mapping for the technology opportunity analysis can accurately identify the novel patents and provide a reference for the technology research and development.

关键词

技术机会分析 / 新颖专利 / 专利新颖性研发组合标识图 / 文本挖掘 / 局部异常因子

Key words

technology opportunity analysis / novel patent / map of the combination of patent novelty research and development / text mining / local outlier factor

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陶成琳, 王伟, 张世玉. 基于专利新颖性研发组合标识图的技术机会分析——以溶栓药领域为例[J]. 知识管理论坛. 2016, 1(4): 276-282 https://doi.org/10.13266/j.issn.2095-5472.2016.033
Tao Chenglin, Wang Wei, Zhang Shiyu. Technology Opportunity Analysis Based on the Map of the Combination of Patent Novelty Research and Development—A Case Study of Thrombolytic Drugs[J]. Knowledge Management Forum. 2016, 1(4): 276-282 https://doi.org/10.13266/j.issn.2095-5472.2016.033

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