Graph querying meets HCI: State of the art and future directions

SS Bhowmick, B Choi, C Li - Proceedings of the 2017 ACM International …, 2017 - dl.acm.org
Querying graph databases has emerged as an important research problem for real-world
applications that center on large graph data. Given the syntactic complexity of graph query …

Data-driven visual query interfaces for graphs: past, present, and (near) future

SS Bhowmick, B Choi - … of the 2022 International Conference on …, 2022 - dl.acm.org
Visual graph query interfaces (VQI) widen the reach of graph querying frameworks across a
variety of end users by enabling non-programmers to use them. Several industrial and …

Data-driven visual graph query interface construction and maintenance: challenges and opportunities

SS Bhowmick, B Choi, C Dyreson - Proceedings of the VLDB …, 2016 - dl.acm.org
Visual query interfaces make it easy for scientists and other nonexpert users to query a data
collection. Heretofore, visual query interfaces have been statically-constructed, independent …

Multi-relation graph summarization

X Ke, A Khan, F Bonchi - … on Knowledge Discovery from Data (TKDD), 2022 - dl.acm.org
Graph summarization is beneficial in a wide range of applications, such as visualization,
interactive and exploratory analysis, approximate query processing, reducing the on-disk …

Summarizing static and dynamic big graphs

A Khan, SS Bhowmick, F Bonchi - 2017 - dr.ntu.edu.sg
Large-scale, highly-interconnected networks pervade our society and the natural world
around us, including the World Wide Web, social networks, knowledge graphs, genome and …

Towards plug-and-play visual graph query interfaces: data-driven canned pattern selection for large networks

Z Yuan, HE Chua, SS Bhowmick, Z Ye, WS Han… - arxiv preprint arxiv …, 2021 - arxiv.org
Canned patterns (ie small subgraph patterns) in visual graph query interfaces (aka GUI)
facilitate efficient query formulation by enabling pattern-at-a-time construction mode …

CATAPULT: data-driven selection of canned patterns for efficient visual graph query formulation

K Huang, HE Chua, SS Bhowmick, B Choi… - Proceedings of the 2019 …, 2019 - dl.acm.org
Visual graph query interfaces (aka gui) widen the reach of graph querying frameworks
across different users by enabling non-programmers to use them. Consequently, several …

PLAYPEN: Plug-and-Play Visual Graph Query Interfaces for Top-down and Bottom-Up Search on Large Networks

Z Yuan, HE Chua, SS Bhowmick, Z Ye, B Choi… - Proceedings of the …, 2022 - dl.acm.org
Visual graph query interfaces (VQI) facilitate non-programmers to query graph data
effortlessly. The construction of these interfaces for large networks is typically not data …

AURORA: Data-driven construction of visual graph query interfaces for graph databases

SS Bhowmick, K Huang, HE Chua, Z Yuan… - Proceedings of the …, 2020 - dl.acm.org
Several commercial and academic frameworks for querying a large collection of small-or
medium-sized data graphs (eg. chemical compounds) provide visual graph query interfaces …

MIDAS: towards efficient and effective maintenance of canned patterns in visual graph query interfaces

K Huang, HE Chua, SS Bhowmick, B Choi… - Proceedings of the 2021 …, 2021 - dl.acm.org
Several visual graph query interfaces (aka gui) expose a set of canned patterns (ie, small
subgraph patterns) to expedite subgraph query formulation by enabling pattern-at-a-time …