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Knowledge Expansion over Probabilistic Knowledge Bases

Summary: ProbKB: a probabilistic knowledge base with a formal relational model and batch SQL-based inference. Scales on massively parallel DBMS; quality controls prune rules, facts, and entities to improve precision and throughput versus prior engines. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4887
Venue
SIGMOD
Year
2014
Pagerank
7.6031501e-05
Overall Rank
3,081 | 78.57%
DOI
10.1145/2588555.2610516

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 9 of 9 citing papers.

Rank Citing Paper Year Venue Pagerank
667 Incremental Knowledge Base Construction Using DeepDive 2015 VLDB 0.00018440557
4,106 Extracting Databases from Dark Data with DeepDive 2016 SIGMOD 6.4456184e-05
4,164 SlimShot: In-Database Probabilistic Inference for Knowledge Bases 2016 VLDB 6.3923099e-05
5,455 Natural Language Data Management and Interfaces: Recent Development and Open Challenges 2017 SIGMOD 5.4977219e-05
6,013 ArchimedesOne: Query Processing over Probabilistic Knowledge Bases 2016 VLDB 5.2415551e-05
6,169 Approximate Lifted Inference with Probabilistic Databases 2015 VLDB 5.1716068e-05
8,968 Ontological Pathfinding: Mining First-Order Knowledge from Large Knowledge Bases 2016 SIGMOD 4.4190464e-05
11,678 Flash in Action: Scalable Spatial Data Analysis Using Markov Logic Networks 2019 VLDB 4.1945683e-05
11,718 A Demonstration of Sya: A Spatial Probabilistic Knowledge Base Construction System 2018 SIGMOD 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 cited papers.

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

Rank Cited Paper Year Venue Pagerank
4 Pregel: A System for Large-Scale Graph Processing 2010 SIGMOD 0.0019005923
37 Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud 2012 VLDB 0.0007522744
62 Freebase: A Collaboratively Created Graph Database For Structuring Human Knowledge 2008 SIGMOD 0.0006429466
140 The MADlib Analytics Library or MAD Skills, the SQL 2012 VLDB 0.00042270404
149 Trio: A System for Integrated Management of Data, Accuracy, and Lineage 2005 CIDR 0.00041101118
168 MAD Skills: New Analysis Practices for Big Data 2009 VLDB 0.00038946305
413 HaLoop: Efficient Iterative Data Processing on Large Clusters 2010 VLDB 0.00023904409
658 Towards a Unified Architecture for in-RDBMS Analytics 2012 SIGMOD 0.00018506577
980 BayesStore: Managing Large, Uncertain Data Repositories with Probabilistic Graphical Models 2008 VLDB 0.00014879747
1,014 Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS 2011 VLDB 0.00014640258
1,066 Probase: A Probabilistic Taxonomy for Text Understanding 2012 SIGMOD 0.0001433416
1,299 The DataPath System: A Data-Centric Analytic Processing Engine for Large Data Warehouses 2010 SIGMOD 0.00012751522
2,186 Scalable Probabilistic Databases with Factor Graphs and MCMC 2010 VLDB 9.3378109e-05
4,077 Towards High-Throughput Gibbs Sampling at Scale: A Study across Storage Managers 2013 SIGMOD 6.4678697e-05
5,969 MCDB-R: Risk Analysis in the Database 2010 VLDB 5.2489117e-05
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