A patent quality analysis for innovative technology and product development
Enterprises evaluate intellectual property rights and the quality of patent documents in order
to develop innovative products and discover state-of-the-art technology trends. The product …
to develop innovative products and discover state-of-the-art technology trends. The product …
A patent quality analysis and classification system using self-organizing maps with support vector machine
A plethora of patents are approved by the patent officers each year and current patent
systems face a solemn quandary of evaluating these patents' qualities. Traditional …
systems face a solemn quandary of evaluating these patents' qualities. Traditional …
A literature review on the state-of-the-art in patent analysis
The rapid growth of patent documents has called for the development of sophisticated patent
analysis tools. Currently, there are various tools that are being utilized by organizations for …
analysis tools. Currently, there are various tools that are being utilized by organizations for …
Patent value analysis using deep learning models—The case of IoT technology mining for the manufacturing industry
AJC Trappey, CV Trappey… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
The R&D output and global commercialization of intellectual properties (IPs), especially
patents filed in many countries, have increased dramatically over the past decade. The …
patents filed in many countries, have increased dramatically over the past decade. The …
Discovery of factors influencing patent value based on machine learning in patents in the field of nanotechnology
S Bass, L Kurgan - Scientometrics, 2010 - akjournals.com
Patents represent the technological or inventive activity and output across different fields,
regions, and time. The analysis of information from patents could be used to help focus …
regions, and time. The analysis of information from patents could be used to help focus …
Modeling patent legal value by extension neural network
YH Lai, HC Che - Expert Systems with Applications, 2009 - Elsevier
This study aimed at the basis of patent law and proposed a revolutionary valuation model for
the monetary legal value of patents. The damage award of a patent infringement lawsuit was …
the monetary legal value of patents. The damage award of a patent infringement lawsuit was …
Patent valuation based on text mining and survival analysis
Assessing the value of a patent is crucial not only at the licensing stage but also during the
resolution of a patent infringement lawsuit. In this study, we use text mining to identify …
resolution of a patent infringement lawsuit. In this study, we use text mining to identify …
Automated classification of patents: A topic modeling approach
J Yun, Y Geum - Computers & Industrial Engineering, 2020 - Elsevier
Due to the rapid increase in technological innovation and corresponding increase in patent
applications, automatic patent classification systems are very helpful for both individual …
applications, automatic patent classification systems are very helpful for both individual …
Identifying emerging technologies to envision a future innovation ecosystem: A machine learning approach to patent data
Y Choi, S Park, S Lee - Scientometrics, 2021 - Springer
With the rapid changes to technology as well as industry value chains, it has become
essential for firms to identify emerging promising technologies that can better respond to …
essential for firms to identify emerging promising technologies that can better respond to …
Development of a patent document classification and search platform using a back-propagation network
AJC Trappey, FC Hsu, CV Trappey, CI Lin - Expert Systems with …, 2006 - Elsevier
In order to process large numbers of explicit knowledge documents such as patents in an
organized manner, automatic document categorization and search are required. In this …
organized manner, automatic document categorization and search are required. In this …