首页> 外文期刊>Materials Research >Technological indicators of nanocellulose advances obtained from data and text mining applied to patent documents
【24h】

Technological indicators of nanocellulose advances obtained from data and text mining applied to patent documents

机译:从应用于专利文件的数据和文本挖掘中获得的纳米纤维素技术进步的技术指标

获取原文
           

摘要

Nanocellulose is remarkable cellulose-based nanomaterials that have a potential for innovation and sustainable appeal. Their advances can be assessed using patent indicators and text mining techniques. The aim of this study was at analyzing the advances in nanocellulose based on indicators compiled from patents filed at the United States Patent and Trademark Office (USPTO) from 2000 to 2012. Assignees, technological subjects, highly cited patents, applications and types of nanocellulose were obtained by mining structured and unstructured data. The results highlighted the different interests in the USA market, mainly after 2007. Mined terms from titles and abstracts could add further information to the analysis. However, although the method applied was useful, it was not sufficient to identify all applications and types of nanocellulose involved in the sample analyzed, therefore it is recommended that other document parts be included in future analyses.
机译:纳米纤维素是卓越的纤维素纳米材料,具有创新和可持续吸引力的潜力。他们的进步可以使用专利指标和文本挖掘技术进行评估。这项研究的目的是根据2000年至2012年向美国专利商标局(USPTO)提交的专利汇编的指标来分析纳米纤维素的进展。纳米纤维素的受让人,技术主题,被高引用的专利,申请和类型是通过挖掘结构化和非结构化数据而获得。结果突出显示了主要在2007年之后在美国市场上的不同兴趣。标题和摘要中的术语可能会为分析提供更多信息。但是,尽管所采用的方法很有用,但不足以识别所分析样品中涉及的所有应用和类型的纳米纤维素,因此建议在将来的分析中包括其他文档部分。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号