Looking at Everything in Context

Summary: Argues open-Web/contributed data integration lacks realistic, workload-driven evaluation and proposes pooling resources around cloud-hosted “hub” applications to enable in situ assessment. Introduces Habitat, an extensible hosting platform demonstrated via a neuroscience deployment, sharing midterm lessons and research challenges. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: h4c31d13c3f081ad8
Venue: CIDR
Year: 2015
Pagerank: 4.9769913e-05
Overall Rank: 12,391 | 16.72%
DOI: -
PDF: Download (CC BY 3.0)

Incoming Non-self Citations Over Time

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

Authors

1. Zachary G. Ives (University of Pennsylvania)
2. Zhepeng Yan (University of Pennsylvania)
3. Nan Zheng (University of Pennsylvania)
4. Brian Litt (University of Pennsylvania)
5. Joost B. Wagenaar (University of Pennsylvania)

BibTeX Citation

@inproceedings{ives_cidr15,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '15},
        title = {{Looking at Everything in Context}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Ives, Zachary G. and Yan, Zhepeng and Zheng, Nan and Litt, Brian and Wagenaar, Joost B.},
        year = {2015}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
7,210	Dataset Relationship Management	2019	CIDR	5.5821013e-05

Outgoing Citations (Sorted by Pagerank)

Showing 20 of 20 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
65	Freebase: A Collaboratively Created Graph Database For Structuring Human Knowledge	2008	SIGMOD	0.00038204552
89	WebTables: Exploring the Power of Tables on the Web	2008	VLDB	0.00035115118
92	CrowdDB: Answering Queries with Crowdsourcing	2011	SIGMOD	0.00034670735
270	BLINKS: Ranked Keyword Searches on Graphs	2007	SIGMOD	0.00022588961
290	ObjectRank: Authority-Based Keyword Search in Databases	2004	VLDB	0.00021944946
578	The Complexity of Causality and Responsibility for Query Answers and non-Answers	2011	VLDB	0.00016093679
715	Data Integration with Uncertainty	2007	VLDB	0.00014552507
935	Probase: A Probabilistic Taxonomy for Text Understanding	2012	SIGMOD	0.00012998175
1,554	Update Exchange with Mappings and Provenance	2007	VLDB	0.00010265583
1,668	Bootstrapping Pay-As-You-Go Data Integration Systems	2008	SIGMOD	9.9333074e-05
1,767	Putting Lipstick on Pig: Enabling Database-style Workflow Provenance	2012	VLDB	9.6910812e-05
1,808	ORCHESTRA: Rapid, Collaborative Sharing of Dynamic Data	2005	CIDR	9.5901231e-05
1,827	Querying Data Provenance	2010	SIGMOD	9.5518797e-05
2,481	REX: Recursive, Delta-Based Data-Centric Computation	2012	VLDB	8.3995962e-05
2,989	Adapting to Source Properties in Processing Data Integration Queries	2004	SIGMOD	7.7736772e-05
3,090	Learning to Create Data-Integrating Queries	2008	VLDB	7.6561778e-05
3,730	Keyword Search over Relational Databases: A Metadata Approach	2011	SIGMOD	7.0663712e-05
5,030	Actively Soliciting Feedback for Query Answers in Keyword Search-Based Data Integration	2013	VLDB	6.3047041e-05
7,067	Automatically Incorporating New Sources in Keyword Search-Based Data Integration	2010	SIGMOD	5.6066383e-05
7,828	Sharing Work in Keyword Search over Databases	2011	SIGMOD	5.4434032e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	6,476	When the Web is your Data Lake: Creating a Search Engine for Datasets on the Web	2020	SIGMOD
2	7,067	Automatically Incorporating New Sources in Keyword Search-Based Data Integration	2010	SIGMOD
3	1,114	Principles of Dataspace Systems	2006	PODS
4	13,145	The Denodo Data Integration Platform	2002	VLDB
5	12,438	Gain Control over your Integration Evaluations	2015	VLDB
6	815	An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web	2004	SIGMOD
7	12,891	Large-Scale Collaborative Analysis and Extraction of Web Data	2008	VLDB
8	1,881	Ground: A Data Context Service	2017	CIDR
9	2,160	Open Data Integration	2018	VLDB
10	3,762	Toward Large Scale Integration: Building a MetaQuerier over Databases on the Web	2005	CIDR