Predicts whether a given text contains a suggestion or not. Given text can be a tweet or a sentence.
This package requires python3.5, rest of the requirements are listed in the requirement file.
Run: suggestionAPI.py
http://localhost:5000/api/?algo=SuggestionMiningDL&i=type%20your%20text%20here
in your browser, where text can be a sentence or a tweet. The service should return 'suggestion' or 'non-suggestion'
The neural network based classifier has been implemented using the deep learning library KERAS site.
This development has been partially funded by the European Union through the MixedEmotions Project (project number H2020 655632), as part of the RIA ICT 15 Big data and Open Data Innovation and take-up programme.
http://ec.europa.eu/research/participants/portal/desktop/en/opportunities/index.html
First, install senpy from source or through pip:
pip install senpy
Run with:
git clone https://github.com/gsi-upm/senpy-plugins-community.git
python -m senpy --port 5000 -f .