Archive for the Visualization category

Sihem Amer-Yahia, Leilani Battle, Yifan Hu, Dominik Moritz, Aditya Parameswaran, Nikos Bikakis, Panos K. Chrysanthis, Guoliang Li, George Papastefanatos, Lingyun Yu

Data Exploration and Visual Analytics Challenges in AI Era 

data exploration, Visualization

The International Workshop on Big Data Visual Exploration and Analytics (BigVis) is an annual event, which brings together scholars from the communities of Data Management & Mining, Information Visualization, Machine Learning and Human-Computer Interaction. The 7th BigVis event (BigVis 2024)1 was organized in conjunction with the 50th International Conference on Very Large Databases (VLDB 2024) […]

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Mohamed Sharaf

Utilizing the Synergy between Query Refinement and View Recommendation for Visual Data Exploration

data exploration, Databases, Recommendations, Visualization

In this blog, we discuss the potential benefits of augmenting automated view recommendation solutions with query refinement techniques towards achieving insightful data exploration. Particularly, effective data exploration has been fueled by many approaches that rely on either view recommendation or query refinement, as two separate and independent techniques for gaining valuable insights from data. In […]

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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

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

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 […]

Read more

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