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researcher

Frank Portman

5 papers hereh-index 6157 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author4

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.SI3
  • cs.IR1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedTwHIN: Embedding the Twitter Heterogeneous Information Network for Personalized Recommendation

44 citations · 54 across the 5 of their papers we have counts for

collaborators
Showing cs.SIShow all

3 papers · 1 filter

cs.SI2022★ 1 cited

MiCRO: Multi-interest Candidate Retrieval Online

Frank Portman, Stephen Ragain, Ahmed El-Kishky

Providing personalized recommendations in an environment where items exhibit ephemerality and temporal relevancy (e.g. in social media) presents a few unique challenges: (1) induct…

cs.SI2022★ 44 cited

TwHIN: Embedding the Twitter Heterogeneous Information Network for Personalized Recommendation

Ahmed El-Kishky, Thomas Markovich, Serim Park +8

Social networks, such as Twitter, form a heterogeneous information network (HIN) where nodes represent domain entities (e.g., user, content, advertiser, etc.) and edges represent o…

cs.SI2020★ 7 cited

Privacy-Aware Recommender Systems Challenge on Twitter's Home Timeline

Luca Belli, Sofia Ira Ktena, Alykhan Tejani +12

Recommender systems constitute the core engine of most social network platforms nowadays, aiming to maximize user satisfaction along with other key business objectives. Twitter is…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.