Building, Maintaining, and Using Knowledge Bases: A Report from the Trenches

Summary: End-to-end KB lifecycle: construction, maintenance, curation, and production use. Industrial case study (Kosmix, Walmart Labs) detailing pipeline, governance, and lessons learned, and applications in query understanding, product search, and social monitoring. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4706
Venue: SIGMOD
Year: 2013
Pagerank: 8.0147968e-05
Overall Rank: 2,853 | 80.18%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,544	KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing	2015	SIGMOD	0.00011438274
5,441	Entity Extraction, Linking, Classification, and Tagging for Social Media: A Wikipedia-Based Approach	2013	VLDB	5.5024055e-05
5,738	KATARA: Reliable Data Cleaning with Knowledge Bases and Crowdsourcing	2015	VLDB	5.3454984e-05
6,110	Why Big Data Industrial Systems Need Rules and What We Can Do About It	2015	SIGMOD	5.2021568e-05
7,507	Knowledge Bases in the Age of Big Data Analytics	2014	VLDB	4.7135369e-05
8,948	A Probabilistic Model for Linking Named Entities in Web Text with Heterogeneous Information Networks	2014	SIGMOD	4.4215831e-05
9,283	Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples	2016	SIGMOD	4.3598353e-05
10,486	Credible Intervals for Knowledge Graph Accuracy Estimation	2025	SIGMOD	4.1905499e-05
11,032	Efficient and Reliable Estimation of Knowledge Graph Accuracy	2024	VLDB	4.1905499e-05
11,724	A Demonstration of Sya: A Spatial Probabilistic Knowledge Base Construction System	2018	SIGMOD	4.1905499e-05
11,914	Knowledge Curation and Knowledge Fusion: Challenges, Models, and Applications	2015	SIGMOD	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 4 of 4 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
62	Freebase: A Collaboratively Created Graph Database For Structuring Human Knowledge	2008	SIGMOD	0.00064239035
1,716	Building Structured Web Community Portals: A Top-Down, Compositional, and Incremental Approach	2007	VLDB	0.00010772386
2,974	Efficiently Incorporating User Feedback into Information Extraction and Integration Programs	2009	SIGMOD	7.7890486e-05
13,476	Anatomy of a Gift Recommendation Engine Powered by Social Media	2012	SIGMOD	-

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Overall Rank	Paper	Year	Venue	Pagerank
14,276	Research and development on knowledge base systems at ICOT	1986	VLDB	-
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4,630	Knowledge Graphs 2021: A Data Odyssey	2021	VLDB	6.030304e-05
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8,282	Knowledge Graph Exploration Systems: are we lost?	2022	CIDR	4.5392079e-05
7,285	Subjective Knowledge Base Construction Powered By Crowdsourcing and Knowledge Base	2018	SIGMOD	4.7702194e-05
7,507	Knowledge Bases in the Age of Big Data Analytics	2014	VLDB	4.7135369e-05
12,974	A Data/Knowledge Base Management Testbed and Experimental Results on Data/Knowledge Base Query and Update Processing	1988	SIGMOD	4.1905499e-05
11,914	Knowledge Curation and Knowledge Fusion: Challenges, Models, and Applications	2015	SIGMOD	4.1905499e-05