| 基于EM聚类的LTE技术竞争情报分析 |
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| 引用本文： | 娄道国,刘盛博,许侃.基于EM聚类的LTE技术竞争情报分析[J].情报探索,2014(2):64-67. |
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| 作者姓名： | 娄道国 刘盛博 许侃 |
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| 作者单位： | [1]大连供电公司,辽宁大连116001 [2]大连理工大学WISE实验室,辽宁大连116023 [3]大连理工大学计算机科学与技术学院,辽宁大连116023 |
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| 摘 要： | 以下一代移动通信技术LTE为研究对象,运用文本挖掘技术的EM聚类方法,对德温特创新数据库中6450篇LTE相关专利文献进行文本聚类分析.揭示出LTE技术6个子领域的分布状况,并自动识别每个子领域的研究热点,为客观认识LTE相关专利技术内容提供了定量依据.同时分析每个子领域中竞争企业布局,挖掘每个子领域中专利竞争情报.
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| 关 键 词： | 文本聚类 EM（期望最大化）算法 LTE专利技术 内容分析 竞争情报 |
EM Clustering-based Analysis on Competitive Technical Intelligence of LTE |
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| Lou Daoguo,Liu Shengbo,Xu Kan.EM Clustering-based Analysis on Competitive Technical Intelligence of LTE[J].Information Research,2014(2):64-67. |
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| Authors: | Lou Daoguo Liu Shengbo Xu Kan |
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| Institution: | 1. Dalian Power Supply Company, Dalian Liaoning 116001 ) ( 2. WISE Lab, Dalian University of Technology, Dalian aoning 116023 ) ( 3. School of Computer Science and Technology, Dalian University of Technology, Dalian Liaoning 116023 ) |
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| Abstract: | The paper takes the next-generation mobile communication technology LTE as research object, uses EM clustering method of text mining technology to make text clustering analysis on 6450 LTE-related patent documents in Derwent Innovation Index. It reveals the distribution of LTE technology＇s six sub-fields, and identifies research hotspots in each sub-field automatically, to pro- vide a quantitative basis for understanding LTE-related patent technology content objectively. It also analyzes competitive enterprises＇ layout in each sub-field and mines patent competitive intelligence in LTE technology＇s six sub-fields. |
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| Keywords: | text clustering EM algorithm LTE patent technology content analysis competitive intelligence |
| 本文献已被 CNKI 维普 等数据库收录！ |
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