Visualization of technical solution by self-organizing maps for accelerating innovation
Authors:Yasushi Nishida
Affiliation:Research Institute for Industrial Engineering Innovations,Osaka Prefecture University
Abstract:特許文献データを用いて技術課題の解決手段の可視化を行い,新規アイデアの着想を支援する.単語レベルの共起確率ベクトル・相関係数ベクトル、そしてマルチビューを適用し自己組織化マップを構築することで,技術要素の直接的な関連性及び潜在的な関連性の視覚化を実現した.
Publication related to your research
(Journal paper)
- Yasushi Nishida, Katsuhiro Honda, Visualization of Potential Technical Solutions by SOM and Co-clustering and Its Extension to Multi-view Situation, Journal of Advanced Computational Intelligence and Intelligent Informatics (JACIII), Vol.24, No.1, pp.65-72 (2020)
- Yasushi Nishida, Katsuhiro Honda, SOM-Based Visualization of Potential Technical Solutions with Fuzzy Bag-of-Words Utilizing Multi-view Information, Proc. of 8th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making, pp.187-198 (Phuket, Thailand, [online] 2020)
Posted : March 31,2021