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

Navigating a product landscape for technology opportunity analysis: A word2vec approach using an integrated patent-product database

(2020) Changyong Lee et al.   TECHNOVATION

Word2vec-based latent semantic analysis (W2V-LSA) for topic modeling: A study on blockchain technology trend analysis

(2020) Suhyeon Kim et al.   EXPERT SYSTEMS WITH APPLICATIONS

Heterogeneous Network Representation Learning: A Unified Framework With Survey and Benchmark

(2020) Carl Yang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

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

(2019) Changyong Lee et al.   SCIENTOMETRICS

A novelty detection patent mining approach for analyzing technological opportunities

(2019) Juite Wang et al.   ADVANCED ENGINEERING INFORMATICS

Technology opportunity discovery by structuring user needs based on natural language processing and machine learning

(2019) Taeyeoun Roh et al.   PLoS One

Investigating technology opportunities: the use of SAOx analysis

(2018) Kyuwoong Kim et al.   SCIENTOMETRICS

Technology opportunity identification customized to the technological capability of SMEs through two-stage patent analysis

(2013) Yongho Lee et al.   SCIENTOMETRICS

An SAO-based text mining approach to building a technology tree for technology planning

(2012) Sungchul Choi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Bringing Emerging Technologies to Market: Does Academic Research Promote Commercial Exploration and Exploitation?

(2011) Linda F. Tegarden et al.   IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT

An approach to discovering new technology opportunities: Keyword-based patent map approach

(2008) Sungjoo Lee et al.   TECHNOVATION