Viewseeker: An interactive view recommendation framework

X Zhang, X Ge, PK Chrysanthis, MA Sharaf - Big Data Research, 2021 - Elsevier
View recommendations have emerged as a powerful tool to assist data analysts in exploring
and understanding big data. Existing view recommendation approaches proposed a variety …

Dashbot: An ml-guided dashboard generation system

S Da Col, R Ciucanu, M Soare, N Bouarour… - Proceedings of the 30th …, 2021 - dl.acm.org
Data summarization provides a bird's eye view of data and groupby queries have been the
method of choice for data summarization. Such queries provide the ability to group by some …

Efficient exploration of interesting aggregates in RDF graphs

Y Diao, P Guzewicz, I Manolescu… - Proceedings of the 2021 …, 2021 - dl.acm.org
As large Open Data are increasingly shared as RDF graphs today, there is a growing
demand to help users discover the most interesting facets of a graph, which are often hard to …

Evaluating query strategies for different feedback types in interactive view recommendation

X Zhang, X Ge, PK Chrysanthis - 2020 24th International …, 2020 - ieeexplore.ieee.org
Existing visualization recommendation approaches introduced an overwhelmingly large
number of utility functions (UFs) to rank the visualizations (ie, views). In order to discover the …

Leveraging Interactive User Feedback for Personalized Data Visualization Recommendation

X Zhang - 2023 - d-scholarship.pitt.edu
Data visualization is a powerful tool to communicate information clearly and efficiently, and
is widely used in data analysis to support data-driven decision making. However, selecting a …

ExpRalytics: Expressive and Efficient Analytics for RDF Graphs

P Guzewicz - 2021 - inria.hal.science
Large (Linked) Open Data are increasingly shared as RDF graphs today. However, such
data does not yet reach its full potential in terms of sharing and reuse. We provide new …