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Knowledge Base Repository

In addition to research papers, the Design Society is developing several valuable resources for those interested in the study of design. These include a repository of PhD theses, a library of case studies and transcripts of design activities, and an archive of our newsletters. Please note that these resources are accessible exclusively to Design Society members.

Measuring Patent Novelty using Natural Language Processing

Yassine, Ali; Lipizzi, Carlo

Type:
Papers
DS 122: Proceedings of the Design Society: 24th International Conference on Engineering Design (ICED23)
Year:
2023
Editor:
Kevin Otto, Boris Eisenbart, Claudia Eckert, Benoit Eynard, Dieter Krause, Josef Oehmen, Nad
Author:
Yassine, Ali; Lipizzi, Carlo
Series:
ICED
Institution:
Stevens Institute of Technology
Section:
Design Methods
Page(s):
2605-2614
DOI number:
https://doi.org/10.1017/pds.2023.261
Abstract:
This paper develops a novelty measure for patents. We devise a text-based novelty measure using natural language processing (NLP) techniques. The proposed method is applied on patents that belong to a common category, which represents a subset of patents under a specific patent class. We then extract the novelty-value profile of those patents and discuss a use case for product design and development (i.e., extracting patent novelty and predicting inventive value).
Keywords:
New product development, Machine learning, Open source design
ICED23 International Conference on Engineering Design
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