SourceSight: Enabling Effective Source Selection

Summary: SourceSight enables interactive exploration of vast, heterogeneous data sources for integration tasks. It introduces a novel multi-level source quality index and techniques to discover and evaluate sources, enabling efficient, granularity-aware source selection. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 5176
Venue: SIGMOD
Year: 2016
Pagerank: 4.4326582e-05
Overall Rank: 8,849 | 38.50%
DOI: 10.1145/2882903.2899403

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
7,031	Computational Fact Checking: A Content Management Perspective	2018	VLDB	4.8517185e-05

Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
182	Mining Frequent Patterns without Candidate Generation	2000	SIGMOD	0.00036955562
365	Annotating and Searching Web Tables Using Entities, Types and Relationships	2010	VLDB	0.00025616694
718	Data Integration with Uncertainty	2007	VLDB	0.00017558942
814	Finding Related Tables	2012	SIGMOD	0.00016298739
1,214	Truth Finding on the Deep Web: Is the Problem Solved?	2013	VLDB	0.00013246179
1,278	DataHub: Collaborative Data Science & Dataset Version Management at Scale	2015	CIDR	0.00012851949
1,660	Data Markets in the Cloud: An Opportunity for the Database Community	2011	VLDB	0.00010968969
2,607	Extraction and Integration of Partially Overlapping Web Sources	2013	VLDB	8.4615436e-05
4,102	Less is More: Selecting Sources Wisely for Integration	2013	VLDB	6.4462412e-05
6,354	Characterizing and Selecting Fresh Data Sources	2014	SIGMOD	5.0941763e-05
11,903	Finding Quality in Quantity: The Challenge of Discovering Valuable Sources for Integration	2015	CIDR	4.1905499e-05

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Overall Rank	Paper	Year	Venue	Pagerank
2,162	DEVise: Integrated Querying and Visual Exploration of Large Datasets	1997	SIGMOD	9.3990072e-05
5,411	Truth Discovery and Crowdsourcing Aggregation: A Unified Perspective	2015	VLDB	5.5206368e-05
671	An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web	2004	SIGMOD	0.00018370384
9,019	Data-Driven Insight Synthesis for Multi-Dimensional Data	2024	VLDB	4.4052498e-05
5,056	A Demo of the Data Civilizer System	2017	SIGMOD	5.7225065e-05
127	Querying Heterogeneous Information Sources Using Source Descriptions	1996	VLDB	0.00044607231
6,793	Automatically Incorporating New Sources in Keyword Search-Based Data Integration	2010	SIGMOD	4.9201319e-05
3,175	Quality-driven Integration of Heterogeneous Information Systems	1999	VLDB	7.4418854e-05
6,354	Characterizing and Selecting Fresh Data Sources	2014	SIGMOD	5.0941763e-05
11,903	Finding Quality in Quantity: The Challenge of Discovering Valuable Sources for Integration	2015	CIDR	4.1905499e-05