XmdvToolQ: Quality-Aware Interactive Data Exploration

Summary: Quality-aware XmdvTool integrates data quality across raw, transformed, and visual exploration stages for informed decision-making. XmdvToolQ exposes quality gaps in data, structure, and displays, enabling queries and navigation through quality spaces to compare alternatives. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 3946
Venue: SIGMOD
Year: 2007
Pagerank: 4.3456129e-05
Overall Rank: 9,385 | 34.72%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
7,073	Marviq: Quality-Aware Geospatial Visualization of Range-Selection Queries Using Materialization	2020	SIGMOD	4.842703e-05

Outgoing Citations (Sorted by Pagerank)

Showing 0 of 0 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
1,023	Query Steering for Interactive Data Exploration	2013	CIDR	0.00014611863
3,170	Quality-driven Integration of Heterogeneous Information Systems	1999	VLDB	7.4482367e-05
991	Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System	2017	VLDB	0.00014807273
13,801	An Effective Visual Data Mining Environment	2002	VLDB	-
7,295	Searching with XQ: the eXemplar Query Search Engine	2014	SIGMOD	4.7728968e-05
12,318	ExQueX: Exploring and Querying XML Documents	2009	SIGMOD	4.1945683e-05
6,011	X2Q: Your Personal Example-based Graph Explorer	2018	VLDB	5.2415551e-05
2,160	DEVise: Integrated Querying and Visual Exploration of Large Datasets	1997	SIGMOD	9.4065027e-05
11,786	Safe Visual Data Exploration	2017	SIGMOD	4.1945683e-05
13,766	XmdvTool: Visual Interactive Data Exploration and Trend Discovery of High-dimensional Data Sets	2002	SIGMOD	-