Exploring the Community of Model Publishers on TensorFlow Hub

Taewon Yoo, Minki Chun, Yunjung Bae, Soohyun Kwon, Hyunggu Jung

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

We explore the community of AI model publishers on TensorFlow Hub (TF Hub). While researchers identified the challenges AI model publishers and AI model users faced, little is known about how they interact with each other in an online community. The analysis of the metadata recorded on TF Hub revealed the models that the AI model publishers uploaded. Also, we found out how the models published by the AI model publishers were shared with other people on TF Hub. To our knowledge, this is the first attempt to explore the online community of AI model publishers sharing their models with each other.

Original languageEnglish
Title of host publicationCSCW 2022 - Conference Companion Publication of the 2022 Computer Supported Cooperative Workand Social Computing
PublisherAssociation for Computing Machinery
Pages63-67
Number of pages5
ISBN (Electronic)9781450391900
DOIs
StatePublished - 8 Nov 2022
Event25th ACM Conference on Computer-Supported Cooperative Work and Social Computing, CSCW 2022 - Virtual, Online, Taiwan, Province of China
Duration: 8 Nov 202222 Nov 2022

Publication series

NameProceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW

Conference

Conference25th ACM Conference on Computer-Supported Cooperative Work and Social Computing, CSCW 2022
Country/TerritoryTaiwan, Province of China
CityVirtual, Online
Period8/11/2222/11/22

Keywords

  • TensorFlow Hub
  • model publishers
  • online communities

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