Database Principles in Information Extraction

Summary: Overview of algorithms and declarative frameworks for populating relational schemas from text, emphasizing programming abstractions for extractors. Advocates leveraging DB principles—schemas, constraints, provenance, optimization—to systematize IE, surveys recent work and future directions. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 1639
Venue: PODS
Year: 2014
Pagerank: 4.3441378e-05
Overall Rank: 9,423 | 34.45%
DOI: 10.1145/2594358.2594563

Incoming Non-self Citations Over Time

Authors

1. Benny Kimelfeld

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
11,775	Building Structured Databases of Factual Knowledge from Massive Text Corpora	2017	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
49	Consistent Query Answers in Inconsistent Databases	1999	PODS	0.00067660624
74	Efficient Query Evaluation on Probabilistic Databases	2004	VLDB	0.00057857292
287	Declarative Information Extraction Using Datalog with Embedded Extraction Predicates	2007	VLDB	0.00028971272
637	Automatic segmentation of text into structured records	2001	SIGMOD	0.00018824614
1,014	Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS	2011	VLDB	0.00014640258
4,387	Hybrid In-Database Inference for Declarative Information Extraction	2011	SIGMOD	6.2320072e-05
4,521	A Temporal-Probabilistic Database Model for Information Extraction	2013	VLDB	6.1168322e-05
5,266	Probabilistic Databases with MarkoViews	2012	VLDB	5.5972559e-05
5,398	Cleaning Inconsistencies in Information Extraction via Prioritized Repairs	2014	PODS	5.5295577e-05
6,490	Spanners: A Formal Framework for Information Extraction	2013	PODS	5.0431719e-05
6,534	Automatic Rule Refinement for Information Extraction	2010	VLDB	5.0244622e-05
12,213	Transducing Markov Sequences	2010	PODS	4.1945683e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
11,775	Building Structured Databases of Factual Knowledge from Massive Text Corpora	2017	SIGMOD	4.1945683e-05
7,424	Table Extraction and Understanding for Scientific and Enterprise Applications	2020	VLDB	4.7339251e-05
942	A Formal Approach to Finding Explanations for Database Queries	2014	SIGMOD	0.00015155714
287	Declarative Information Extraction Using Datalog with Embedded Extraction Predicates	2007	VLDB	0.00028971272
5,398	Cleaning Inconsistencies in Information Extraction via Prioritized Repairs	2014	PODS	5.5295577e-05
7,508	Knowledge Bases in the Age of Big Data Analytics	2014	VLDB	4.7180617e-05
12,249	Mining Knowledge from Databases: An Information Network Analysis Approach	2010	SIGMOD	4.1945683e-05
1,552	Overview of Data Exploration Techniques	2015	SIGMOD	0.00011408814
13,626	Managing Information Extraction [Tutorial Outline]	2006	SIGMOD	-
3,820	Enterprise Information Extraction: Recent Developments and Open Challenges	2010	SIGMOD	6.7299199e-05