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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Veröffentlicht in:	IEEE transactions on engineering management Jg. 71; S. 1 - 15
Hauptverfasser:	Kwon, Deuksin, Sohn, So Young
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.01.2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	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-Zugang:	Volltext
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