Academic Journal

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

التفاصيل البيبلوغرافية
العنوان: Technological indicators of nanocellulose advances obtained from data and text mining applied to patent documents
المؤلفون: Milanez, Douglas Henrique, Amaral, Roniberto Morato do, Faria, Leandro Innocentini Lopes de, Gregolin, José Angelo Rodrigues
المصدر: Materials Research. December 2014 17(6)
بيانات النشر: ABM, ABC, ABPol, 2014.
سنة النشر: 2014
مصطلحات موضوعية: sustainability, data mining, text mining, patent analysis, technological mapping
الوصف: 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.
نوع الوثيقة: article
وصف الملف: text/html
اللغة: English
تدمد: 1516-1439
DOI: 10.1590/1516-1439.266314
URL الوصول: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-14392014000600021
Rights: info:eu-repo/semantics/openAccess
رقم الانضمام: edssci.S1516.14392014000600021
قاعدة البيانات: SciELO
الوصف
تدمد:15161439
DOI:10.1590/1516-1439.266314