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 …

Technology opportunity analysis using hierarchical semantic networks and dual link prediction

Z Liu, J Feng, L Uden - Technovation, 2023 - Elsevier
Technology opportunity analysis using network analysis and link prediction has attracted the
interest of both academia and industry. However, there are several unresolved issues with …

Extracting and map** industry 4.0 technologies using wikipedia

F Chiarello, L Trivelli, A Bonaccorsi, G Fantoni - Computers in Industry, 2018 - Elsevier
The explosion of the interest in the industry 4.0 generated a hype on both academia and
business: the former is attracted for the opportunities given by the emergence of such a new …

Emerging technologies and industrial leadership. A Wikipedia-based strategic analysis of Industry 4.0

A Bonaccorsi, F Chiarello, G Fantoni… - Expert Systems with …, 2020 - Elsevier
Among emerging technologies large attention has been devoted to the so called Fourth
Industrial Revolution, or Industry 4.0, which is also a case study of a major industrial policy …

A deep learning based method for extracting semantic information from patent documents

L Chen, S Xu, L Zhu, J Zhang, X Lei, G Yang - Scientometrics, 2020 - Springer
The text-based patent analysis is grounded in information extraction technique. However,
such technique suffers from obvious defects such as low degree of automation and …

The evolution of patent mining: Applying bibliometrics analysis and keyword network analysis

F Madani, C Weber - World Patent Information, 2016 - Elsevier
Text mining methods allow researchers to investigate technical documents (tech mining)
and specifically explore patents for valuable information (patent mining. To the review …

Extending the knowledge base of foresight: The contribution of text mining

V Kayser, K Blind - Technological Forecasting and Social Change, 2017 - Elsevier
While the volume of data from heterogeneous sources grows considerably, foresight and its
methods rarely benefit from such available data. This work concentrates on textual data and …

[HTML][HTML] Technology opportunity discovery using deep learning-based text mining and a knowledge graph

MH Lee, S Kim, H Kim, J Lee - Technological Forecasting and Social …, 2022 - Elsevier
To capture emerging technologies in the fast-changing technology market, use of
information concerning new technology-based firms (NTBFs) is strongly encouraged, in …

Forecasting technology trends using text mining of the gaps between science and technology: The case of perovskite solar cell technology

X Li, Q **e, T Daim, L Huang - Technological Forecasting and Social …, 2019 - Elsevier
How to detect and identify the future trends of emerging technologies as early as possible is
crucial for government R&D strategic planning and enterprises' practices. To avoid the …

Identification of promising patents for technology transfers using TRIZ evolution trends

H Park, JJ Ree, K Kim - Expert systems with applications, 2013 - Elsevier
Technology transfer is one of the most important mechanisms for acquiring knowledge from
external sources to secure innovative and advanced technologies in high-tech industries …