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Text mining techniques for patent analysis

Yuen-Hsien Tseng, Chi-Jen Lin, Yu-I Lin
2007 Information Processing & Management  
This paper describes a series of text mining techniques that conforms to the analytical process used by patent analysts.  ...  Automatic tools for assisting patent engineers or decision makers in patent analysis are in great demand.  ...  The general text mining methodology for patent analysis.  ... 
doi:10.1016/j.ipm.2006.11.011 fatcat:fhfo53y2qjd2rjpbosnd6m75zm

A literature review on the state-of-the-art in patent analysis

Assad Abbas, Limin Zhang, Samee U. Khan
2014 World Patent Information  
This literature review presents the state-of-the-art in patent analysis and also presents taxonomy of patent analysis techniques.  ...  The rapid growth of patent documents has called for the development of sophisticated patent analysis tools.  ...  Acknowledgments The authors are thankful to Saif-ur-Rehman Malik, Ahmad Fayyaz, and Saeeda Usman for the valuable reviews, suggestions, and comments.  ... 
doi:10.1016/j.wpi.2013.12.006 fatcat:prs6spbuhfd6lheiocbw5jz3di

Development of a multilingual text mining approach for knowledge discovery in patents

Chung-Hong Lee, Hsin-Chang Yang, Yi-Ju Li
2009 2009 IEEE International Conference on Systems, Man and Cybernetics  
These multilingual patent documents could then be mapped into the semantic vector space for evaluating their similarity by means of text clustering techniques.  ...  In this paper we describe our work on developing a novel technique for discovery of implicit knowledge about patents from multilingual patent information sources.  ...  Furthermore, text mining techniques also used to support patent analysis for the purposes of patent retrieval [8] , summarization [37] , and trend analysis [35] [36] .  ... 
doi:10.1109/icsmc.2009.5345953 dblp:conf/smc/LeeYL09 fatcat:dabjuw7frveg7cm2s2tjkngaha

Research on Patent Information Analyzing and Predicting System Based on Data Mining

Yang Liu
2015 International Journal of Hybrid Information Technology  
mining, artificial intelligence, and information visualization techniques [5] .  ...  The rapid development of computer science and technology promote the transform of the patent information analysis method from the traditional previous text analysis, simple statistical analysis to data  ...  Currently, many scholars began to try to apply data mining techniques to patent information analysis and forecast.  ... 
doi:10.14257/ijhit.2015.8.5.23 fatcat:urr3azfjxzcj3o4tsgnawh53cm

Guest Editorial: Tech Mining for Engineering Management: An Introduction

Yi Zhang, Ying Huang, Denise Chiavetta, Alan L. Porter
2021 IEEE transactions on engineering management  
transfer between research activities and technology development via text mining techniques, including science maps and SAO analysis.  ...  Zhou et al. established a hybrid approach that incorporates a set of popular text mining techniques (e.g., topic analysis, sentiment analysis, and SAO analysis) within the scope of innovation pathways  ... 
doi:10.1109/tem.2021.3061862 fatcat:kudqaewka5hd5p5qvq3sqqvfgy

A Survey on Patent Analysis

Tejaswini O. Deshmukh
2019 International Journal for Research in Applied Science and Engineering Technology  
Work mainly glance at literatures dealing with retrieval of patent text and its analysis.  ...  In competitive business patents are crucial analytical benefit. They are determined as gold mine if it is fetched, analyzed and deploy properly.  ...  [2] review only commercially available text Mining as well as visualization approaches for patents analysis.  ... 
doi:10.22214/ijraset.2019.2052 fatcat:2xzx23xmtrflhkrwuknwmanpgm

Analysis of Patents in Cyber Security with Text Mining

Hatice Işık Özata, Marmara University, Technology Faculty, Istanbul, Turkey, Önder Demir, Buket Doğan
2021 Journal of clean energy technologies  
Index Terms-Data mining, information security, patent analysis, text mining.  ...  Although the patent analysis method used in the present study has recently become popular, it is expected to be a valuable resource for Turkey because the lack of technology prediction methods in the field  ...  "Patent analysis tools and techniques," "visualization approaches in patent analysis," and "text mining and patent analysis" were the keywords used.  ... 
doi:10.7763/ijcte.2021.v13.1285 fatcat:mmtnfyeq2zbdtcbgebxkkjiwye

A patent time series processing component for technology intelligence by trend identification functionality

Hongshu Chen, Guangquan Zhang, Donghua Zhu, Jie Lu
2014 Neural computing & applications (Print)  
The existing frameworks and applications of technology intelligence mainly focus on obtaining text-based knowledge with text mining components.  ...  existing text mining component, thus making it possible to combine the text-based and time-based knowledge together to support technology strategy making more satisfactorily.  ...  To sum up, comprehensive-analysis technology intelligence is an intelligent system which utilizes time series analysis and patent text mining techniques synthetically, for technology development planning  ... 
doi:10.1007/s00521-014-1616-y fatcat:gb3koxmkdngyji22qbxp5bolne

Text mining applied to patent mapping: a practical business case

Michele Fattori, Giorgio Pedrazzi, Roberta Turra
2003 World Patent Information  
The strengths and weaknesses of a particular text mining tool are assessed with reference to a practical business case in the field of packaging technology, and a comparison of the outcome of such an analysis  ...  Professional patent searchers are traditionally rather suspicious of the alleged "black box" effect inherently attached to intelligent software engines relying upon linguistic technologies for patent analysis  ...  Their cooperation in researching business-grade text mining applications for patent analysis was therefore conducted under the auspices of CRIT.  ... 
doi:10.1016/s0172-2190(03)00113-3 fatcat:kgmxxxg4jnacrbduyejcsjzsdy

The application of text mining methods in innovation research: current state, evolution patterns, and development priorities

David Antons, Eduard Grünwald, Patrick Cichy, Torsten Oliver Salge
2020 R & D Management  
The application of text mining methods in innovation research R&D Management 50, 3, 2020 349  ...  We would also like to thank Leona Brust and Julian Mertes, who supported our text mining research projects as student assistants.  ...  Text mining algorithms Although a broad range of algorithms for automated text analysis exists, most articles in our dataset apply some clustering technique.  ... 
doi:10.1111/radm.12408 fatcat:6wxk3nziibagdbterp7bczherm

Text mining and visualization tools – Impressions of emerging capabilities

YunYun Yang, Lucy Akers, Thomas Klose, Cynthia Barcelon Yang
2008 World Patent Information  
A high-level overview of some key text mining and visualization tools is presented in this paper to provide a comparison of text mining capabilities, perceived strengths, potential limitations, applicable  ...  data sources, and output of results, as applied to chemical, biological and patent information.  ...  and support for this project.  ... 
doi:10.1016/j.wpi.2008.01.007 fatcat:efcolgftbzhr3lxgw7enrqhgfu

Patent Analysis

Tejaswini O. Deshmukh
2019 International Journal for Research in Applied Science and Engineering Technology  
The proposed project focuses on the learning patent topics and analyzes them for generating the co-occurrence network which defines the current technology streams for patents and suggest the innovative  ...  patent ideas.  ...  Latent Semantic Analysis(LSA). Language Model. Weighting Techniques. Probabilistic Model etc. Others: Bibliomatric methodology. Data Mining. Text Mining.  ... 
doi:10.22214/ijraset.2019.3363 fatcat:ywylen7eobf3na2crsscg3wljq

Patent Data for Engineering Design: A Review [article]

Shuo Jiang, Serhad Sarica, Binyang Song, Jie Hu, Jianxi Luo
2022 arXiv   pre-print
Patent data have been utilized for engineering design research for long because it contains massive amount of design information.  ...  Recent advances in artificial intelligence and data science present unprecedented opportunities to mine, analyse and make sense of patent data to develop design theory and methodology.  ...  support from SUTD Data-Driven Innovation Lab (, China National Natural Science Foundation [52035007, 51975360], National Social Science Foundation [17ZDA020], Special Program for  ... 
arXiv:2111.08500v2 fatcat:qqct3pyzxvaczcn2v2ppd2cr7m

Technology Planning through Technology Roadmap: Application of Patent Citation Network
기술로드맵을 통한 기술기획: 특허인용네트워크의 활용

Yu-Jin Jeong, Byung-Un Yoon
2011 Journal of the Korea Academia-Industrial cooperation Society  
However, a number of studies have been dependant on brainstorming and discussion of expert group, delphi technique as qualitative analysis rather than systemic and quantitative analysis.  ...  To overcome the limitation, patent analysis considered as quite quantitative analysis is employed in this paper.  ...  Text mining Data mining represents a group of algorithmic techniques which assist in detecting patterns within structured database.  ... 
doi:10.5762/kais.2011.12.11.5227 fatcat:uhizqnwbgfg3hfgzj62uibm6au

Towards a Predictive Patent Analytics and Evaluation Platform [article]

Nebula Alam, Khoi-Nguyen Tran, Sue Ann Chen, John Wagner, Josh Andres, Mukesh Mohania
2019 arXiv   pre-print
In this demo, we showcase how predictive algorithms leveraging the state-of-the-art machine learning and deep learning techniques can be used to improve understanding of patents for inventors, patent evaluators  ...  The importance of patents is well recognised across many regions of the world. Many patent mining systems have been proposed, but with limited predictive capabilities.  ...  Patent Mining. A variety of patent mining techniques have been proposed as seen from a survey as reviewed by Zhang et al. [12] and semantic methods based on text by Bonino et al. [3] .  ... 
arXiv:1910.14258v1 fatcat:qnkfnyl2f5fdrg3btkc4g4wipy
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