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Sophia S.

Posted in Jobs·
Avatar of Sophia S.Sophia S.
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Data Scientist Role with Graph Experience at Leading Nonprofit

Currently on the team here and can answer any Qs about the role -- data scientist position with graph experience highly encouraged!!! Leading nonprofit in social sector and philanthropy research. https://candid.org/about/work-at-candid/job-openings/2166-data-scientist

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Posted in Ask·
Avatar of Sophia S.Sophia S.
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Exploring Recommender Systems Using Knowledge Graphs and GNNs

Anyone have any experience with recommender systems on KGs? Using a news and transactional graph at work and currently exploring models using personalized pagerank, link prediction, GNN architectures, and knowledge graph completion methods. Would love to chat if you have any thoughts !

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Posted in Ask·
Avatar of Sophia S.Sophia S.
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Seeking Visualization Ideas for Social Media Influence Research

Hi all! I am working with a team of researchers on Social Media Networks and Influence Maximization at Berkeley. We all lean more on the technical/data science side of the research and are starting closer to zero on how to approach visualizing "information cascades" in networks (thinking retweeting/reblogging pathways) for our web deliverable. We would love to speak with someone about our project and bend your ear on visualization ideas if you're open to it!

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Commented on Extracting Entities and Relationships from Text: M...·Posted inAsk
Avatar of Sophia S.
Sophia S.
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Thank you! Replied in the thread 😉

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