The project implemented a patent big data analysis platform for individual patent applicants.
South of Korea has the highest patent application rate as a percentage of GDP-population, and the registration rate is still low at 13%, even though the number of individual applications has increased 6 times compared to 2002.
Most individual applicants are rejected for registration as 'similar patents'. This occurs because the individual did not find similar patents through patent analysis. (Professionalism, time, and labor required for a patent search are all insufficient.)
To solve these difficulties, the project derives a significant search expression using Word2Vec and LDA techniques. In addition, significant technical taxonomy is extracted through the LSA technique.
=> Project Description and result (detail) (My Blog)
click Code - Download ZIP and unzip it
- Before opening the main server,
mongo DBandmiddle servermust be activated.
install: Mongo DB, Middle server - In the terminal, type
python manage.py runserver.
If you don't have the Django, please install it from this link.
or in the terminal, type pip install django.
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.
- jangThang - Wooyoung Jang - star7sss@naver.com
See also the list of contributors who participated in this project.
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
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.