Bosphorus Patent Technology Taxonomy: A Dual-Perspective Framework for Application-Oriented Patent Analytics (v0.1)

YAVUZ YILMAZ

doi:10.5281/zenodo.20049463

May 6, 2026Open Access

Bosphorus Patent Technology Taxonomy: A Dual-Perspective Framework for Application-Oriented Patent Analytics (v0.1)

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Key Points

This work aims to create a framework for organizing patents based on technology and application.
Developed a dual-perspective taxonomy for patent classification.
Utilized keyword heuristics for effective categorization.
Applied Python scripts with a specific embedding model for automation.
Introduced a structured framework for categorizing patents.
Demonstrated automation capabilities using advanced embedding techniques.

Implication

Technical note introduces a novel framework for patent categorization using dual perspectives and automation techniques.

Abstract

This technical note introduces the Bosphorus Patent Technology Taxonomy (v0.1), a dual-perspective framework designed to categorize patents by both core technology and application area. It includes keyword heuristics and Python scripts utilizing the 'multilingual-e5-large-instruct' embedding model for automated classification.

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Cite This Study

YAVUZ YILMAZ (2026) studied this question.

synapsesocial.com/papers/69fd7fcdbfa21ec5bbf08751 https://doi.org/10.5281/zenodo.20049463

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Bosphorus Patent Technology Taxonomy: A Dual-Perspective Framework for Application-Oriented Patent Analytics (v0.1)

Key Points

Implication

Abstract

Discussion

Cite This Study

Bosphorus Patent Technology Taxonomy: A Dual-Perspective Framework for Application-Oriented Patent Analytics (v0.1)

Key Points

Implication

Abstract

Discussion

Cite This Study

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