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  Thirumuruganathan, Saravanan Add to Alert Profile  
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  Automated annotations for AI data and model transparency
Thirumuruganathan S., Kunjir M., Ouzzani M., Chawla S. Journal of Data and Information Quality 14(1): 1-9, 2022.  Type: Article

Individuals, organizations, and signals from automatic devices produce enormous amounts of heterogenous data. Data lakes for storage needs are suffice. Beyond storing, the quick deployment of enterprise private data also requires fast analysis. Bu...
Mar 1 2023  
  Worker skill estimation in team-based tasks
Rahman H., Thirumuruganathan S., Roy S., Amer-Yahia S., Das G. Proceedings of the VLDB Endowment 8(11): 1142-1153, 2015.  Type: Article

Estimating the skills of individuals is acknowledged to be an important open problem with vast applications to optimal team formation. One difficulty with skill estimation is that the skills in question are generally considered to be &...
Sep 6 2016  
  Task assignment optimization in knowledge-intensive crowdsourcing
Basu Roy S., Lykourentzou I., Thirumuruganathan S., Amer-Yahia S., Das G. The VLDB Journal: The International Journal on Very Large Data Bases 24(4): 467-491, 2015.  Type: Article

This paper proposes work on “knowledge-intensive crowdsourcing (KI-C), which focuses on knowledge production rather than on the accomplishment of simple human tasks.” The authors deal with the problem of worker-to-t...
Dec 11 2015  

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