A visualization paradigm based on geolocated data. See online demo here!
This is the project I made for my CS thesis. In short:
- Pulls and parses bibliographic data from an OAI-PMH based endpoint (here)
- Uses entity extraction tasks (spaCy) based on ML to generate semantic links
- Adds Wikipedia annotations and Wikidata SPARQL queries to enrich data
- Displays results in a web application based on a dynamic interactive map (Leaflet)
- Python 3 installed (tested on v3.6)
- lxml, beautifulsoup4, wikipedia, sickle, flask, spacy
- Spacy's italian statistical model (
python -m spacy download it_core_web_sm), see more here
Run FLASK_APP=app.py flask run to launch the Web Server and visit localhost:5000