DocumentCode :
642855
Title :
Effectiveness of text processing in patent documents visualization
Author :
Drazic, M. ; Kukolj, Dragan ; Vitas, Milana ; Pokric, Maja ; Manojlovic, Sanja ; Tekic, Zeljko
Author_Institution :
RT-RK Inst. for Comput. Based Syst., Novi Sad, Serbia
fYear :
2013
fDate :
26-28 Sept. 2013
Firstpage :
287
Lastpage :
291
Abstract :
This paper analyzes effectiveness of text processing algorithm applied to different document parts for a data set consisting of patent documents. The algorithm is part of the software package which is used as a tool for business intelligence purposes. The tool assembles patent data from publicly available data bases, collects and analyzes patents bibliographic parameters and performs text mining. High-dimensional data contained in the patent documents are transformed into lower dimensionality space (2D or 3D), clustered and visualized. These features of the software tool enabled estimation of the effectiveness of text processing algorithm when run on different parts of the patent, such as abstract, claim, international patent code description and detailed patent description.
Keywords :
data mining; software packages; software tools; text analysis; business intelligence purposes; high-dimensional data; patent documents visualization; patents bibliographic parameters; software package; software tool; text mining; text processing algorithm; Abstracts; Data visualization; Mobile handsets; Patents; TV; Technological innovation; Text processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Systems and Informatics (SISY), 2013 IEEE 11th International Symposium on
Conference_Location :
Subotica
Print_ISBN :
978-1-4799-0303-0
Type :
conf
DOI :
10.1109/SISY.2013.6662588
Filename :
6662588
Link To Document :
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