Create a knowledge graph from news dataset

[tomasonjo]

Use some new dataset Extract entities and their relationships with NLP: Possible tools:

• https://github.com/facebookresearch/BLINK
• https://github.com/informagi/REL
• https://paperswithcode.com/task/relation-extraction

Then perhaps some data enrichment with Wikipedia... And finally some exploratory data analysis / algorithms

Take a look at https://www.diffbot.com/products/natural-language/#examples for knowledge graph creation inspiration

[tomasonjo]

I've got an idea for this...

• Scrape the CNN news using apoc.load.html
• then use a wikifier API http://wikifier.org/ or https://www.mpi-inf.mpg.de/departments/databases-and-information-systems/research/ambiverse-nlu/aida or https://github.com/informagi/REL
• Maybe some data enrichment from Wikipedia.
• Exploratory graph analysis (most mentioned entities etc...)
• Something using the GDS, for now, I can only think of community detection of entities