search

predict-idlab / pyRDF2Vec

🐍 Python Implementation and Extension of RDF2Vec
https://pyrdf2vec.readthedocs.io/en/latest/
MIT License
246 stars 51 forks source link

Relation Prediction #12

Closed Demirrr closed 4 years ago

Demirrr commented 4 years ago

Hello all, firstly I would like to thank you for a clean implementation. Finally, we have clearn implementation of RDF2Vec to play with :)

I was wondering whether one use RDF2Vec in link prediction task on benchmark datasets like FB15k-237 or WN18RR that are can be found in https://github.com/ibalazevic/TuckER/tree/master/data.

Given subject and object, I would like to perform predicate predication by using RDF2Vec. Any thoughts or scripts are appreciated.

Cheers

GillesVandewiele commented 4 years ago

Hi @Demirrr

My apologies for this overly late reply... I did not know how to answer it directly, since I had never done link prediction before. A naive approach would be to create representations and then create a dataset in which you create positive and negative examples by combining representations between which there is either a or no link respectively.

Screenshot from 2020-09-09 16-54-18

rememberYou commented 4 years ago

I assume that this issue has been resolved. Feel free to react again if the issue has not been resolved.