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Simulating Patent Knowledge Contexts

机译:模拟专利知识环境

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摘要

Patent users such as government, inventors, and manufacturing organizations strive to identify the directions in which the new technology is advancing. The organization of patent knowledge in maps aims at outlining the boundaries of existing knowledge. This article demonstrates the methodology for simulating alternative knowledge contexts beyond the border of existing knowledge. The process starts with extracting knowledge from patents and applying self-organizing maps for presenting knowledge. The knowledge extraction model was tested earlier on patents from the United States Patent and Trademark Office. A demonstrator tool is then used to perform "what-if' type of analysis/simulation on the clusters in the dataset to see alternative knowledge contexts for the new knowledge "entity". This may open up new directions and help to plan for the future. The demonstrator tool has been tested earlier on other datasets. The proposed knowledge context simulation shows promise for the future development and applications.
机译:政府,发明家和制造组织等专利用户努力确定新技术推进的方向。地图中的专利知识组织旨在概述现有知识的界限。本文展示了模拟现有知识边界之外的替代知识环境的方法。该过程从专利提取知识并应用自组织地图,以提出知识。知识提取模型在美国专利和商标局的专利上进行了测试。然后使用示范器工具对数据集中的集群中的分析/模拟进行“什么”的分析/模拟,以查看新知识“实体”的替代知识上下文。这可能会开辟新的方向并帮助计划未来。演示工具已经在其他数据集上之前测试。所提出的知识上下文仿真显示了未来的开发和应用程序的承诺。

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