Convergence Technology Opportunity Discovery for Firms Based on Technology Portfolio Using the Stacked Denoising AutoEncoder (SDAE)

Technology convergence, as a key driving force of innovation, has brought a burgeoning of research attention. Although numerous studies on technology convergence have been carried out, there were limitations in consideration of a firm's capability in technology convergence. This article propose...

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Bibliographic Details

Published in:	IEEE transactions on engineering management Vol. 71; pp. 1 - 15
Main Authors:	Kwon, Deuksin, Sohn, So Young
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.01.2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Artificial neural networks Collaborative filtering (CF) Companies Convergence Industries Noise reduction Portfolios Research and development stacked denoising autoencoder (SDAE) technical convergence competences Technology Opportunity Discovery (TOD) technology recommendation
ISSN:	0018-9391, 1558-0040
Online Access:	Get full text
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