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Identifying technology clusters based on automated patent landscaping.


ABSTRACT: We introduce a new general methodological approach for accurately and consistently retrieving a large set of patents related to specific technologies. We build upon the automated patent landscaping algorithm by incorporating a tractable amount of human supervision to improve the accuracy and consistency of our results. We demonstrate the efficacy of our approach by applying it to six novel and representative technologies: additive manufacturing, blockchain, computer vision, genome editing, hydrogen storage, and self-driving vehicles.

SUBMITTER: Antonin B 

PROVIDER: S-EPMC10721033 | biostudies-literature | 2023

REPOSITORIES: biostudies-literature

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Identifying technology clusters based on automated patent landscaping.

Antonin Bergeaud B   Cyril Verluise V  

PloS one 20231214 12


We introduce a new general methodological approach for accurately and consistently retrieving a large set of patents related to specific technologies. We build upon the automated patent landscaping algorithm by incorporating a tractable amount of human supervision to improve the accuracy and consistency of our results. We demonstrate the efficacy of our approach by applying it to six novel and representative technologies: additive manufacturing, blockchain, computer vision, genome editing, hydro  ...[more]

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