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<div><p>Topic modeling has become essential for identifying emerging technology trends, detecting technological concepts, and forecasting advancements. This study introduces a subject-action-object (SAO) based approach to overcome the limitations of existing auto-labeling methodologies i...

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Bibliographic Details
Main Author:	Minyoung Park (393019) (author)
Other Authors:	Sunhye Kim (3127359) (author), Byungun Yoon (7571990) (author)
Published:	2025
Subjects:	Cancer Plant Biology Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified provide strategic insights construct topic modeling detecting technological concepts based topic modeling efficient technology management sao &# 8221 hierarchical structure based hierarchical structure technology management topic labels &# 8220 sao structure technology innovation technology forecasting technological context technological advancement based auto thereby clarifying text summarization study introduces study illustrates study aims sao basis refined methodologies potential applications patent documents network analysis labeling methodology labeling methodologies industry applications future studies functional significance forecasting advancements evaluated using enhance interpretability cpc subclasses comprehensive view combines sao clearer understanding become essential based approach
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