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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
h85cfdab4bb2e35e5
Venue
SIGMOD
Year
2014
Pagerank
7.7262528e-05
Overall Rank
3,039 | 79.57%
DOI
10.1145/2588555.2610516

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{chen_sigmod14,
        title = {{Knowledge Expansion over Probabilistic Knowledge Bases}},
        author = {Chen, Yang and Wang, Daisy Zhe},
        series = {{SIGMOD} '14},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2588555.2610516},
        url = {https://dl.acm.org/doi/10.1145/2588555.2610516},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 9 of 9 citing papers.

Rank Citing Paper Year Venue Pagerank
579 Incremental Knowledge Base Construction Using DeepDive 2015 VLDB 0.00016086569
4,393 Extracting Databases from Dark Data with DeepDive 2016 SIGMOD 6.620281e-05
4,576 SlimShot: In-Database Probabilistic Inference for Knowledge Bases 2016 VLDB 6.5244201e-05
5,227 Natural Language Data Management and Interfaces: Recent Development and Open Challenges 2017 SIGMOD 6.2199469e-05
5,340 Approximate Lifted Inference with Probabilistic Databases 2015 VLDB 6.1731278e-05
7,108 ArchimedesOne: Query Processing over Probabilistic Knowledge Bases 2016 VLDB 5.601767e-05
9,278 Ontological Pathfinding: Mining First-Order Knowledge from Large Knowledge Bases 2016 SIGMOD 5.203976e-05
12,173 Flash in Action: Scalable Spatial Data Analysis Using Markov Logic Networks 2019 VLDB 4.9793485e-05
12,222 A Demonstration of Sya: A Spatial Probabilistic Knowledge Base Construction System 2018 SIGMOD 4.9793485e-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
3 Pregel: A System for Large-Scale Graph Processing 2010 SIGMOD 0.0012092602
22 Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud 2012 VLDB 0.00055962491
65 Freebase: A Collaboratively Created Graph Database For Structuring Human Knowledge 2008 SIGMOD 0.00038222149
105 The MADlib Analytics Library or MAD Skills, the SQL 2012 VLDB 0.00033638251
126 Trio: A System for Integrated Management of Data, Accuracy, and Lineage 2005 CIDR 0.00030439683
154 MAD Skills: New Analysis Practices for Big Data 2009 VLDB 0.00028579704
384 HaLoop: Efficient Iterative Data Processing on Large Clusters 2010 VLDB 0.0001948031
503 Towards a Unified Architecture for in-RDBMS Analytics 2012 SIGMOD 0.00017202276
841 BayesStore: Managing Large, Uncertain Data Repositories with Probabilistic Graphical Models 2008 VLDB 0.00013541445
934 Probase: A Probabilistic Taxonomy for Text Understanding 2012 SIGMOD 0.0001300429
1,040 The DataPath System: A Data-Centric Analytic Processing Engine for Large Data Warehouses 2010 SIGMOD 0.00012364063
1,062 Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS 2011 VLDB 0.0001221201
2,018 Scalable Probabilistic Databases with Factor Graphs and MCMC 2010 VLDB 9.1750812e-05
4,029 Towards High-Throughput Gibbs Sampling at Scale: A Study across Storage Managers 2013 SIGMOD 6.8419186e-05
5,797 MCDB-R: Risk Analysis in the Database 2010 VLDB 5.9907755e-05
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