Transactional Panorama: A Conceptual Framework for User Perception in Analytical Visual Interfaces

Summary: Transactional Panorama: a transactional model coupling data refreshes and user interaction in visual analytics, formalizing three perceptual properties—visibility, consistency, monotonicity—and enumerating feasible combinations. Designs provably correct “lenses” for each combo, orders them by performance, and implements/evaluates them in an open-source BI tool. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 13011
Venue: VLDB
Year: 2023
Pagerank: 4.2751057e-05
Overall Rank: 9,828 | 31.63%
DOI: 10.14778/3583140.3583162

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
10,685	LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes	2025	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 19 of 19 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
95	Maintaining Views Incrementally	1993	SIGMOD	0.00050896659
349	Serializable Isolation for Snapshot Databases	2008	SIGMOD	0.00026440605
419	Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems	2015	SIGMOD	0.00023720338
586	DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views	2012	VLDB	0.00019685374
635	Staring into the Abyss: An Evaluation of Concurrency Control with One Thousand Cores	2015	VLDB	0.00018879031
1,421	Algorithms for Deferred View Maintenance	1996	SIGMOD	0.0001205793
1,531	Online Dynamic Reordering for Interactive Data Processing	1999	VLDB	0.00011482597
2,022	Lazy Maintenance of Materialized Views	2007	VLDB	9.754634e-05
2,264	S-Store: Streaming Meets Transaction Processing	2015	VLDB	9.1575142e-05
3,002	Supporting Multiple View Maintenance Policies	1997	SIGMOD	7.7399579e-05
3,704	How to Win a Hot Dog Eating Contest: Distributed Incremental View Maintenance with Batch Updates	2016	SIGMOD	6.827494e-05
3,835	I've Seen "Enough": Incrementally Improving Visualizations to Support Rapid Decision Making	2017	VLDB	6.7163364e-05
4,788	Consistency in a Stream Warehouse	2011	CIDR	5.9200462e-05
5,150	Efficient Join Synopsis Maintenance for Data Warehouse	2020	SIGMOD	5.6626586e-05
5,227	Adaptive Concurrency Control: Despite the Looking Glass, One Concurrency Control Does Not Fit All	2017	CIDR	5.6180363e-05
6,558	Plor: General Transactions with Predictable, Low Tail Latency	2022	SIGMOD	5.0115359e-05
7,077	Skeena: Efficient and Consistent Cross-Engine Transactions	2022	SIGMOD	4.8425226e-05
8,047	Thrifty Query Execution via Incrementability	2020	SIGMOD	4.5983505e-05
11,658	Anti-Freeze for Large and Complex Spreadsheets: Asynchronous Formula Computation	2019	SIGMOD	4.1945683e-05

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13,364	Data Visualization Management Systems	2015	CIDR	-
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7,983	Dynamic Derivation of Personalized Views	1988	VLDB	4.613363e-05
5,867	Combining Design and Performance in a Data Visualization Management System	2017	CIDR	5.296418e-05
7,556	Interactive Query Explanations Using Fine Grained Provenance	2022	SIGMOD	4.7117814e-05
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