Effectiveness of text processing in patent documents visualization

Miroslava Dražić, Dragan Kukolj, Milana Vitas, Maja Pokrić, Sanja Manojlović, Zeljko Tekić

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Citations (Scopus)

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.

Original languageEnglish
Title of host publicationSISY 2013 - IEEE 11th International Symposium on Intelligent Systems and Informatics, Proceedings
Pages287-291
Number of pages5
DOIs
Publication statusPublished - 2013
Externally publishedYes
Event2013 IEEE 11th International Symposium on Intelligent Systems and Informatics, SISY 2013 - Subotica, Serbia
Duration: 26 Sep 201328 Sep 2013

Publication series

NameSISY 2013 - IEEE 11th International Symposium on Intelligent Systems and Informatics, Proceedings

Conference

Conference2013 IEEE 11th International Symposium on Intelligent Systems and Informatics, SISY 2013
Country/TerritorySerbia
CitySubotica
Period26/09/1328/09/13

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