Theories and Principles Matter: Towards Visually Appealing and Effective Abstraction of Property Graph Queries

Summary: Proposes a theory-informed visual abstraction for property graphs: labeled composite graphs (LCG) built with VEDA. Introduces SIERRA, a Cypher-based visual query interface, showing in a study that it outperforms LAG-based tools in usability and aesthetics. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6636
Venue: SIGMOD
Year: 2023
Pagerank: 4.1905499e-05
Overall Rank: 11,198 | 22.18%
DOI: 10.1145/3589277

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
10,458	PASCAL: A Theory-Informed Visual Interface for Property Graph Schema Visualization	2025	SIGMOD	4.1905499e-05
10,529	LICS: Towards Theory-Informed Effective Visual Abstraction of Property Graph Schemas	2025	SIGMOD	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
327	The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing	2018	VLDB	0.00027312381
787	Cypher: An Evolving Query Language for Property Graphs	2018	SIGMOD	0.00016624372
2,181	Visual Graph Query Construction and Refinement	2017	SIGMOD	9.360682e-05
3,208	VIIQ: Auto-Suggestion Enabled Visual Interface for Interactive Graph Query Formulation	2015	VLDB	7.3837748e-05
3,967	SLQ: A User-friendly Graph Querying System	2014	SIGMOD	6.5781961e-05
5,459	QueryVis: Logic-based Diagrams help Users Understand Complicated SQL Queries Faster	2020	SIGMOD	5.4946579e-05
6,515	Towards Plug-and-Play Visual Graph Query Interfaces: Data-driven Selection of Canned Patterns for Large Networks	2021	VLDB	5.0270814e-05
7,281	AutoG: A Visual Query Autocompletion Framework for Graph Databases	2016	VLDB	4.7716651e-05
8,289	AURORA: Data-driven Construction of Visual Graph Query Interfaces for Graph Databases	2020	SIGMOD	4.5392079e-05

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10,458	PASCAL: A Theory-Informed Visual Interface for Property Graph Schema Visualization	2025	SIGMOD	4.1905499e-05
2,418	VOGUE: Towards A Visual Interaction-aware Graph Query Processing Framework	2013	CIDR	8.8499974e-05
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