Avigdor Gal Roee Shraga
Avigdor Gal Roee Shraga

Humans’ Role in-the-Loop

Data integration

The research of data integration spans over multiple decades, holds both theoretical and practical appeal, and enjoys a continued interest by researchers and practitioners. Efforts in the area include, among other things, process matching, schema matching, and entity resolution. Matching problems have been historically treated as semi-automated tasks in which correspondences are generated by automatic […]

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bigvis2020
bigvis2020

Big Data Visualization and Analytics: Future Research Challenges and Emerging Applications – Part 2

Analytics, Big Data, Visualization

Data visualization and analytics are nowadays one of the cornerstones of Data Science, turning the abundance of Big Data being produced through modern systems into actionable knowledge. Indeed, the Big Data era has realized the availability of voluminous datasets that are dynamic, noisy and heterogeneous in nature. Transforming a data-curious user into someone who can […]

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Vikram Pudi
Vikram Pudi

Simulating Infection Spread

Analytics, Visualization

It might seem obvious that reducing social movement will reduce the spread of infection. However, it is not obvious how much it will reduce. Will it be enough to stop the virus? Will it only slow it down? How long do we expect the virus to last in regions with differing population densities? While there […]

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bigvis2020
bigvis2020

Big Data Visualization and Analytics: Future Research Challenges and Emerging Applications – Part 1

Analytics, Big Data, Visualization

Data visualization and analytics are nowadays one of the cornerstones of Data Science, turning the abundance of Big Data being produced through modern systems into actionable knowledge. Indeed, the Big Data era has realized the availability of voluminous datasets that are dynamic, noisy and heterogeneous in nature. Transforming a data-curious user into someone who can […]

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Alon Halevy, Arun Kumar and Nesime Tatbul

Scalable Data Science: A New Research Track Category at PVLDB Vol 14 / VLDB 2021

Uncategorized

This post introduces and explains the newly created category of “Scalable Data Science” within the Research Track of PVLDB. This category comes into effect for volume 14, i.e., submissions starting April 1, 2020, which will be evaluated by the Review Board of PVLDB vol 14 for presentation at VLDB 2021. The Growth of Data Science […]

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