Photovoltaic technologies: Map** from patent analysis

PGV Sampaio, MOA González… - … and Sustainable Energy …, 2018 - Elsevier
The objective of this article is to identify the technological development of photovoltaic cells
by the analysis of patents. The Derwent Innovations Index (DII) database of Thomson …

Social media mining for product planning: A product opportunity mining approach based on topic modeling and sentiment analysis

B Jeong, J Yoon, JM Lee - International Journal of Information Management, 2019 - Elsevier
Social media data have recently attracted considerable attention as an emerging voice of
the customer as it has rapidly become a channel for exchanging and storing customer …

[HTML][HTML] Discovering technological opportunities of cutting-edge technologies: A methodology based on literature analysis and artificial neural network

A Cammarano, V Varriale, F Michelino… - … Forecasting and Social …, 2024 - Elsevier
This paper presents a methodology for discovering technological opportunities of cutting-
edge technologies by capturing information from literature. Technological opportunities are …

Technological trend mining: Identifying new technology opportunities using patent semantic analysis

S Yun, W Cho, C Kim, S Lee - Information Processing & Management, 2022 - Elsevier
This study identifies technological evolution patterns based on the purpose and effect of the
technology using patent data. Furthermore, the direction of future development is proposed …

Application technology opportunity discovery from technology portfolios: Use of patent classification and collaborative filtering

Y Park, J Yoon - Technological Forecasting and Social Change, 2017 - Elsevier
Technology opportunity discovery (TOD), customized to a firm's current technology
capability, can be a good starting point to formulate a technology strategy for a firm that lacks …

Measuring technological collaborations on carbon capture and storage based on patents: A social network analysis approach

C Yin, H Gu, S Zhang - Journal of Cleaner Production, 2020 - Elsevier
With huge technical potential, carbon capture and storage (CCS) is widely regarded as an
important means of addressing climate change. International technological collaboration on …

Identifying new business opportunities from competitor intelligence: An integrated use of patent and trademark databases

M Lee, S Lee - Technological Forecasting and Social Change, 2017 - Elsevier
This study aims to analyze the position of technology-centered companies in complex
market dynamics and discover new business opportunities from competitor intelligence. For …

A patent-based approach to identifying potential technology opportunities realizable from a firm's internal capabilities

W Seo - Computers & Industrial Engineering, 2022 - Elsevier
Technology opportunity identification leads to technological advances with future-oriented
ideas by predicting the direction of change in technological trends. Many researchers have …

A novel approach to evaluating the business potential of intellectual properties: A machine learning-based predictive analysis of patent lifetime

J Choi, B Jeong, J Yoon, BY Coh, JM Lee - Computers & Industrial …, 2020 - Elsevier
Because most patent holders are likely to retain their patents only when the profits created
are larger than the maintenance fee, the patent lifetime has been used as a proxy of a …

An approach for discovering firm-specific technology opportunities: Application of link prediction to F-term networks

J Lee, N Ko, J Yoon, C Son - Technological Forecasting and Social …, 2021 - Elsevier
Technology opportunity discovery (TOD) based on firm's technology portfolio is categorized
into text mining-based and patent classification-based approaches. Despite their apparent …