[HTML][HTML] The state-of-the-art on Intellectual Property Analytics (IPA): A literature review on artificial intelligence, machine learning and deep learning methods for …

L Aristodemou, F Tietze - World Patent Information, 2018 - Elsevier
Big data is increasingly available in all areas of manufacturing and operations, which
presents an opportunity for better decision making and discovery of the next generation of …

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

A Abbas, L Zhang, SU Khan - World Patent Information, 2014 - Elsevier
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 …

Getting patents and economic data to speak to each other: An 'algorithmic links with probabilities' approach for joint analyses of patenting and economic activity

TJ Lybbert, NJ Zolas - Research Policy, 2014 - Elsevier
International technological diffusion is a key determinant of cross-country differences in
economic performance. While patents can be a useful proxy for innovation and …

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 …

Topic modeling and technology forecasting for assessing the commercial viability of healthcare innovations

SS Erzurumlu, D Pachamanova - Technological Forecasting and Social …, 2020 - Elsevier
Developing technologies for a transfer from science to market is a key element of research-
intensive organizations such as innovation management centers that work closely with …

A review on digitalization trends in patent information databases and interrogation tools

L Walter, NM Denter, J Kebel - World Patent Information, 2022 - Elsevier
Digitalization is a strong driver in society, business, and science. Patent management,
especially the search for and analysis of patents, is also being shaped by digitalization …

Seeing convergence in battery electric vehicle technology through patents

M Srivastava, K Jain - Journal of Manufacturing Technology …, 2025 - emerald.com
Purpose The study assesses the most significant architectural core technological system that
converges into a Battery Electric Vehicle (BEV). Design/methodology/approach …

Measuring textual patent similarity on the basis of combined concepts: design decisions and their consequences

MG Moehrle, JM Gerken - Scientometrics, 2012 - akjournals.com
For certain tasks in patent management it makes sense to apply a quantitative measure of
textual similarity between patents and/or parts thereof: be it the analysis of freedom to …

Intelligent collaborative patent mining using excessive topic generation

UH Govindarajan, AJC Trappey, CV Trappey - Advanced Engineering …, 2019 - Elsevier
An inevitable consequence of the technology-driven economy has led to the increased
importance of intellectual property protection through patents. Recent global pro-patenting …

Patent database: Their importance in prior art documentation and patent search

V Singh, K Chakraborty, L Vincent - Journal of Intellectual …, 2016 - eprints.cmfri.org.in
In knowledge based economies the nation's economic status depends on the production,
distribution and use of knowledge and information. The recent trend in the economic growth …