Analyzing patent topical information to identify technology pathways and potential opportunities

As a basic knowledge resource, patents play an important role in identifying technology development trends and opportunities, especially for emerging technologies. However patent mining is restricted and even incomplete, because of the obscure descriptions provided in patent text. In this paper, we conduct an empirical study to try out alternative methods with Derwent Innovation Index data. Our case study focuses on nano-enabled drug delivery (NEDD) which is a very active emerging biomedical technology, encompassing several distinct technology spaces. We explore different ways to enhance topical intelligence from patent compilations. We further analyze extracted topical terms to identify potential innovation pathways and technology opportunities in NEDD.

[1]  A. S. Moses,et al.  Imaging and drug delivery using theranostic nanoparticles. , 2010, Advanced drug delivery reviews.

[2]  Milton P. Stombler University-Industry Teaming Agreements. , 1989 .

[3]  Alan L. Porter,et al.  Technology opportunities analysis , 1995 .

[4]  Youichirou S. Tsuji Profiling technology development process using patent data analysis: a case study , 2012, Technol. Anal. Strateg. Manag..

[5]  Fuhai Leng,et al.  Patent text mining and informetric-based patent technology morphological analysis: an empirical study , 2012, Technol. Anal. Strateg. Manag..

[6]  Inchae Park,et al.  Exploring technological opportunities by linking technology and products: Application of morphology analysis and text mining , 2014 .

[7]  Alaaldin M. Alkilany,et al.  The gold standard: gold nanoparticle libraries to understand the nano-bio interface. , 2013, Accounts of chemical research.

[8]  Roberto Maragliano Technology and knowledge , 2005 .

[9]  Alan L. Porter,et al.  Automated extraction and visualization of information for technological intelligence and forecasting , 2002 .

[10]  Bart Nooteboom,et al.  Technology and Knowledge , 2000 .

[11]  Amy J. C. Trappey,et al.  Technology and knowledge document cluster analysis for enterprise R&D strategic planning , 2006, Int. J. Technol. Manag..

[12]  Yuen-Hsien Tseng,et al.  Text mining techniques for patent analysis , 2007, Inf. Process. Manag..

[13]  J C TrappeyAmy,et al.  Using patent data for technology forecasting , 2011 .

[14]  Ying Guo,et al.  Nano-enabled drug delivery: a research profile. , 2014, Nanomedicine : nanotechnology, biology, and medicine.

[15]  Kwangsoo Kim,et al.  SAO network analysis of patents for technology trends identification: a case study of polymer electrolyte membrane technology in proton exchange membrane fuel cells , 2011, Scientometrics.

[16]  Amy J. C. Trappey,et al.  Using patent data for technology forecasting: China RFID patent analysis , 2011, Adv. Eng. Informatics.

[17]  Sang-Chan Park,et al.  Visualization of patent analysis for emerging technology , 2008, Expert Syst. Appl..

[18]  魏屹东,et al.  Scientometrics , 2018, Encyclopedia of Big Data.

[19]  Robert Phaal,et al.  Morphology Analysis for Technology Roadmapping: Application of Text Mining , 2007 .

[20]  Shang Jyh Liu,et al.  Strategic planning for technology development with patent analysis , 1997 .

[21]  Kwangsoo Kim,et al.  Detecting signals of new technological opportunities using semantic patent analysis and outlier detection , 2011, Scientometrics.

[22]  Alan L. Porter Technology Opportunities Analysis: Integrating Technology Monitoring, Forecasting, and Assessment with Strategic Planning. , 1994 .

[23]  Alan L. Porter,et al.  Triple Helix innovation in China’s dye-sensitized solar cell industry: hybrid methods with semantic TRIZ and technology roadmapping , 2013, Scientometrics.

[24]  Tugrul U. Daim,et al.  Forecasting emerging technologies: Use of bibliometrics and patent analysis , 2006 .

[25]  A. L. Porter,et al.  Comparing methods to extract technical content for technological intelligence , 2012, 2012 Proceedings of PICMET '12: Technology Management for Emerging Technologies.

[26]  Amy J. C. Trappey,et al.  Clustering patents using non-exhaustive overlaps , 2010 .

[27]  Makuhari-Nishi Mihamaku,et al.  Fruits of Human Genome Project and Private Venture , and Their Impact on Life Science , 2001 .

[28]  Stephen Carley,et al.  Keyword Field Cleaning Through ClusterSuite : A Term-Clumping Tool for VantagePoint Software , 2013 .

[29]  Alan L. Porter,et al.  Forecasting Innovation Pathways (FIP) for new and emerging science and technologies , 2013 .

[30]  Robert J. Watts,et al.  TOAS Intelligence Mining; Analysis of Natural Language Processing and Computational Linguistics , 1997, PKDD.