Towards firm-specific technology opportunities: A rule-based machine learning approach to technology portfolio analysis

Identifying firm-specific technology opportunities from the perspective of competitors by using association rule mining

(2023) Yingwen Wu et al.   Journal of Informetrics

Measuring knowledge exploration distance at the patent level: Application of network embedding and citation analysis

(2022) Jaewoong Choi et al.   Journal of Informetrics

Technology Opportunity Discovery using Deep Learning-based Text Mining and a Knowledge Graph

(2022) MyoungHoon Lee et al.   TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE

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

(2022) Wonchul Seo   COMPUTERS & INDUSTRIAL ENGINEERING

Two-stage technology opportunity discovery for firm-level decision making: GCN-based link-prediction approach

(2022) Mingyu Park et al.   TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE

From stones to jewellery: Investigating technology opportunities from expired patents

(2021) Siyeong Yun et al.   TECHNOVATION

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

(2021) Jiho Lee et al.   TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE

ABC-RuleMiner: User behavioral rule-based machine learning method for context-aware intelligent services

(2020) Iqbal H. Sarker et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Predicting product development directions for new product planning using patent classification-based link prediction

(2020) Seunghyun Oh et al.   SCIENTOMETRICS

Technology opportunity discovery based on constructing, evaluating, and searching knowledge networks

(2020) Haiying Ren et al.   TECHNOVATION

Technology opportunity analysis based on recombinant search: patent landscape analysis for idea generation

(2019) Changyong Lee et al.   SCIENTOMETRICS

Technological opportunity discovery for technological convergence based on the prediction of technology knowledge flow in a citation network

(2018) Inchae Park et al.   Journal of Informetrics

Analyzing interdisciplinarity of technology fusion using knowledge flows of patents

(2013) Namuk Ko et al.   EXPERT SYSTEMS WITH APPLICATIONS

Low-risk opportunity recognition from mature technologies for SMEs

(2013) Juneseuk Shin et al.   JOURNAL OF ENGINEERING AND TECHNOLOGY MANAGEMENT

Assessing coreness and intermediarity of technology sectors using patent co-classification analysis: the case of Korean national R&D

(2013) Hyunseok Park et al.   SCIENTOMETRICS

Identifying technological competition trends for R&D planning using dynamic patent maps: SAO-based content analysis

(2012) Janghyeok Yoon et al.   SCIENTOMETRICS

Detecting signals of new technological opportunities using semantic patent analysis and outlier detection

(2011) Janghyeok Yoon et al.   SCIENTOMETRICS