A Multi-Class Classification Model for Technology Evaluation

A Multi-Class Classification Model for Technology Evaluation

This paper proposes a multi-class classification model for technology evaluation (TE) using patent documents. TE is defined as converting technology quality to its present value; it supports efficient research and development using intellectual property rights–research & development (IP–R&D)...

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Bibliographic Details
Main Authors: Juhyun Lee, Jiho Kang, Sangsung Park, Dongsik Jang, Junseok Lee
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Sustainability
Subjects:
multi-class classification model
patent big data
technology evaluation
ensemble method
Bayesian optimization
Online Access:https://www.mdpi.com/2071-1050/12/15/6153

Internet

https://www.mdpi.com/2071-1050/12/15/6153

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