How to Get Profiles and Their Relations
You can retrieve an individual's OpenReview profile object by their name or email:
profile = client.get_profile('~Michael_Spector1')
profile = client.get_profile('[email protected]')
If you want to query more than one profile at a time, you can use our tools module:
profiles = openreview.tools.get_profiles(
client,
ids_or_emails=['[email protected]',
'~Melisa_bok1'
]
If you want to get all the profiles and their publication, you can use the previous call and add the parameter
with_publications=TrueIf you want to query the profiles of each author per submission, then you can get all submissions for your venue (click the link to learn how to get different submissions) and then loop through each submission getting the author IDs and querying the profiles.
# API 2 example of getting author profile data for accepted submissions
submissions = client.get_all_notes(content={'venueid':'Your/Venue/ID'})
author_profiles = []
for submission in submissions:
author_profiles = openreview.tools.get_profiles(client, submission.content['authorids']['value'])
# you can loop through author_profiles and get data for each profile
Relations can be extracted in two ways: (1) from the Profile object itself, or (2) from coauthored Notes in the system.
Getting stored relations:
>>> profile = client.get_profile('~Michael_Spector1')
>>> profile.content['relations']
[{'name': 'Andrew McCallum',
'email': ...,
'relation': ...,
'start': 2016,
'end': None},
{'name': 'Melisa Bok',
'email': ...,
'relation': ...,
'start': 2016,
'end': None}]
Getting coauthorship relations from Notes:
>>> profile_notes = client.get_notes(content={'authorids': profile.id})
>>> coauthors = set()
>>> for note in profile_notes:
>>> coauthors.update(note.content['authorids'])
>>> coauthors.remove(profile.id) # make sure that the list doesn't include the author themselves
>>> print(sorted(list(coauthors)))