Community Detection and Growth Potential Prediction Using the Stochastic Block Model and the Long Short-term Memory from Patent Citation Networks

23 Apr 2019Kensei NakaiHirofumi NonakaAsahi HentonaYuki KanaiTakeshi SakumotoShotaro KataokaElisa Claire Alemán CarreónToru Hiraoka

Scoring patent documents is very useful for technology management. However, conventional methods are based on static models and, thus, do not reflect the growth potential of the technology cluster of the patent... (read more)

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