A patent review on machine learning techniques and applications: Depicting main players, relations and technology landscapes
The increasing availability of data, promised by the 4th industrial revolution wave, is
challenging companies and organizations in diverse industry sectors to extract useful and …
challenging companies and organizations in diverse industry sectors to extract useful and …
Unsupervised learning based patent landscapes using full-text patent data
A Suominen, H Toivanen - 2015 Portland International …, 2015 - ieeexplore.ieee.org
The complexity technologies require that companies have in-depth knowledge of the nature
and effect of knowledge-its depth and breadth. Companies need to master expanding …
and effect of knowledge-its depth and breadth. Companies need to master expanding …
Exploring the future of patent analytics: A technology roadmapping approach
In a connected world, where successful technological development depends increasingly on
collaboration between different partners, effectively utilizing patent data analytics has huge …
collaboration between different partners, effectively utilizing patent data analytics has huge …
'Domain-specific'patent analytics: Focus on company's technology priorities
O Ena - World Patent Information, 2021 - Elsevier
This paper aims to depict a new usage of patent analytics on a corporate level mitigating the
gap between strategy (technology policy making) and operational activities (R&D program …
gap between strategy (technology policy making) and operational activities (R&D program …
Computer-aided comparison of thesauri extracted from complementary patent classes as a means to identify relevant field parameters
G Cascini, M Zini - Global Product Development: Proceedings of the 20th …, 2011 - Springer
Patents are gaining a growing importance as a complementary source of technical
information, since the information they disclose is not accessible in scientific and technical …
information, since the information they disclose is not accessible in scientific and technical …
Use of a new patent text-mining and visualization method for identifying patenting patterns over time: Concept, method and test application
H Niemann, MG Moehrle, J Frischkorn - Technological Forecasting and …, 2017 - Elsevier
Understanding the evolution of a technological field in the course of time is a key task in
technology analysis. Analysts in research institutions as well as in companies need to know …
technology analysis. Analysts in research institutions as well as in companies need to know …
Patent analysis for competitive technical intelligence and innovative thinking
H Dou, V Leveillé, S Manullang, D JM Jr - Data science journal, 2005 - jstage.jst.go.jp
Patents are a very useful source of technical information. The public availability of patents
over the Internet, with for some databases (eg. Espacenet) the assurance of a constant …
over the Internet, with for some databases (eg. Espacenet) the assurance of a constant …
Identifying patent classification codes associated with specific search keywords using machine learning
The purpose of this research is to retrieve relevant patent documents and identify
classification codes and search keywords that best characterize a given technological …
classification codes and search keywords that best characterize a given technological …
Machine learning and artificial intelligence with industrial applications
In the last few decades, data have become a key asset, not only for industry but also for
society itself. In this context, the concept of big data has emerged, becoming extremely …
society itself. In this context, the concept of big data has emerged, becoming extremely …
A new patent processing suite for academic and research purposes
Patent databases are a counterpart of a technical encyclopedia providing a valuable
informational source from patent documents. Patents apply to a wide variety of uses, and this …
informational source from patent documents. Patents apply to a wide variety of uses, and this …