Knowledge Bases in the Age of Big Data Analytics
Summary: Scalable, automatic construction of large knowledge bases for data and text analytics, with emphasis on big-data methods. KBs as reusable assets for analytics pipelines; discusses integration, challenges, and open research opportunities. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Fabian M. Suchanek (Telecom ParisTech)
- 2. Gerhard Weikum (Max Planck Institute)
BibTeX Citation
@article{suchanek_vldb14,
title = {{Knowledge Bases in the Age of Big Data Analytics}},
author = {Suchanek, Fabian M. and Weikum, Gerhard},
journal = {PVLDB},
series = {{VLDB} '14},
volume = {7},
number = {13},
pages = {1713--1716},
doi = {10.14778/2733004.2733069},
url = {https://doi.org/10.14778/2733004.2733069},
year = {2014}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,105 | Knowledge Curation and Knowledge Fusion: Challenges, Models, and Applications | 2015 | SIGMOD | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 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 | 0.00038697603 |
| 908 | Probase: A Probabilistic Taxonomy for Text Understanding | 2012 | SIGMOD | 0.00013300624 |
| 2,647 | Building, Maintaining, and Using Knowledge Bases: A Report from the Trenches | 2013 | SIGMOD | 8.2959636e-05 |
| 3,211 | Biperpedia: An Ontology for Search Applications | 2014 | VLDB | 7.6330836e-05 |
| 12,242 | Knowledge Harvesting in the Big-Data Era | 2013 | SIGMOD | 5.093636e-05 |
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