Data-driven Visual Graph Query Interface Construction and Maintenance: Challenges and Opportunities

Summary: Proposes dynamically constructing and maintaining visual graph-query interfaces from the underlying data, rather than statically designing them. This data-driven approach lowers interface costs, improves query formulation, and enhances portability across graph, JSON, and XML databases. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: 11573
Venue: VLDB
Year: 2016
Pagerank: 5.5327238e-05
Overall Rank: 7,848 | 46.16%
DOI: 10.14778/2994509.2994517

Incoming Non-self Citations Over Time

Authors

1. Sourav S Bhowmick (Nanyang Technological University)
2. Byron Choi (Hong Kong Baptist University)
3. Curtis Dyreson (Utah State University)

BibTeX Citation

@article{bhowmick_vldb16,
        title = {{Data-driven Visual Graph Query Interface Construction and Maintenance: Challenges and Opportunities}},
        author = {Bhowmick, Sourav S and Choi, Byron and Dyreson, Curtis},
        journal = {PVLDB},
        series = {{VLDB} '16},
        volume = {9},
        number = {12},
        pages = {984--987},
        doi = {10.14778/2994509.2994517},
        url = {https://doi.org/10.14778/2994509.2994517},
        year = {2016}
}

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
5,621	Precision Interfaces for Different Modalities	2018	SIGMOD	6.1472303e-05
6,463	Data-driven Visual Query Interfaces for Graphs: Past, Present, and (Near) Future	2022	SIGMOD	5.871484e-05
6,866	Towards Plug-and-Play Visual Graph Query Interfaces: Data-driven Selection of Canned Patterns for Large Networks	2021	VLDB	5.7507099e-05
7,475	PLAYPEN: Plug-and-Play Visual Graph Query Interfaces for Top-down and Bottom-Up Search on Large Networks	2022	SIGMOD	5.60922e-05
7,845	Graph Querying Meets HCI: State of the Art and Future Directions	2017	SIGMOD	5.5332653e-05
8,529	AURORA: Data-driven Construction of Visual Graph Query Interfaces for Graph Databases	2020	SIGMOD	5.4119882e-05
11,671	MIDAS: Towards Efficient and Effective Maintenance of Canned Patterns in Visual Graph Query Interfaces	2021	SIGMOD	5.093636e-05
11,840	CATAPULT: Data-driven Selection of Canned Patterns for Efficient Visual Graph Query Formulation	2019	SIGMOD	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
3	Pregel: A System for Large-Scale Graph Processing	2010	SIGMOD	0.0012250108
20	Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud	2012	VLDB	0.00056944564
294	Graphs-at-a-time: Query Language and Access Methods for Graph Databases	2008	SIGMOD	0.00022253507
442	Efficient Subgraph Matching on Billion Node Graphs	2012	VLDB	0.00018398144
486	Efficient Aggregation for Graph Summarization	2008	SIGMOD	0.00017692185
2,800	JSON Data Management – Supporting Schema-less Development in RDBMS	2014	SIGMOD	8.1124117e-05
3,056	VIIQ: Auto-Suggestion Enabled Visual Interface for Interactive Graph Query Formulation	2015	VLDB	7.8075329e-05
3,311	Connected Substructure Similarity Search	2010	SIGMOD	7.5353184e-05
3,431	iGraph: A Framework for Comparisons of Disk-Based Graph Indexing Techniques	2010	VLDB	7.4189541e-05
3,604	SLQ: A User-friendly Graph Querying System	2014	SIGMOD	7.2666079e-05
5,878	Distributed Graph Simulation: Impossibility and Possibility	2014	VLDB	6.0539311e-05
5,945	GBLENDER: Visual Subgraph Query Formulation Meets Query Processing	2011	SIGMOD	6.0326529e-05
6,631	Updating Graph Indices with a One-Pass Algorithm	2015	SIGMOD	5.8190404e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	5,945	GBLENDER: Visual Subgraph Query Formulation Meets Query Processing	2011	SIGMOD
2	13,039	Database Graph Views: A Practical Model to Manage Persistent Graphs	1994	VLDB
3	13,565	Data Visualization Management Systems	2015	CIDR
4	10,088	VisualNeo: Bridging the Gap between Visual Query Interfaces and Graph Query Engines	2023	VLDB
5	4,749	VOGUE: Towards A Visual Interaction-aware Graph Query Processing Framework	2013	CIDR
6	6,063	A Graph-Oriented Object Model for Database End-User Interfaces	1990	SIGMOD
7	8,174	Databases will Visualize Queries too	2011	VLDB
8	8,529	AURORA: Data-driven Construction of Visual Graph Query Interfaces for Graph Databases	2020	SIGMOD
9	7,845	Graph Querying Meets HCI: State of the Art and Future Directions	2017	SIGMOD
10	6,463	Data-driven Visual Query Interfaces for Graphs: Past, Present, and (Near) Future	2022	SIGMOD