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Patent Big Data Analysis

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About Repository

The project extracts patent search formulas and technical classifications through natural language processing.

Overview

  South of Korea ranks first in the world for patent applications as a percentage of GDP-population, and the number of individual patent applications has increased sixfold compared to 2002. 'patent application' means applying to register a patent.

  However, nearly 90% of individual patent applicants are rejected due to 'similar patents', and most patents are registered by an 'agent (patent attorney)' on their behalf.

  Therefore, the project conducted patent analysis using natural language processing so that individual patent applicants could do patent analysis without having to resort to expensive 'patent offices'.

=> Project Description (detail) (My Blog)

Getting Started

click Code - Download ZIP and unzip it

Start analysis

  1. Open the jupyter notebook with python installed.
  2. Run Word2Vec project.ipynb and LSA project.ipynb.

If you don't have the jupyter notebook on your computer, install it from this link.

Contributing

I am looking for someone to help with this project. Please advise and point out.
Please read CONTRIBUTING.md for details on our code of conduct, and the process for submitting pull requests to us.

Authors

See also the list of contributors who participated in this project.

License

MIT License

Copyright (c) 2022 jangThang

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.