CUED Publications database

Development of a patent roadmap through the Generative Topographic Mapping and Bass diffusion model

Jeong, Y and Lee, K and Yoon, B and Phaal, R (2015) Development of a patent roadmap through the Generative Topographic Mapping and Bass diffusion model. Journal of Engineering and Technology Management - JET-M, 38. pp. 53-70. ISSN 0923-4748

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Abstract

© 2015 Elsevier B.V. All rights reserved. This paper aims to present a novel concept roadmap - the patent roadmap - and suggest an advanced patent roadmapping process, based on the Generative Topographic Mapping (GTM) and Bass diffusion model. The process for patent roadmapping is composed of two modules: Developing the GTM-based patent map and determining the appearance time of the emerging patent through Bass model. The result of this research is meaningful knowledge from analyzing a vast store of patent data with quantitative methods and automated tools. It can serve as an effective patent planning tool, and proposes a strategic Research and Business Development (R & BD) for both firms and governments.

Item Type: Article
Subjects: UNSPECIFIED
Divisions: Div E > Strategy and Policy
Depositing User: Cron Job
Date Deposited: 17 Jul 2017 19:42
Last Modified: 03 Aug 2017 03:12
DOI: