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
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,906 | Knowledge Curation and Knowledge Fusion: Challenges, Models, and Applications | 2015 | SIGMOD | 4.1945683e-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 |
|---|---|---|---|---|
| 62 | Freebase: A Collaboratively Created Graph Database For Structuring Human Knowledge | 2008 | SIGMOD | 0.0006429466 |
| 1,066 | Probase: A Probabilistic Taxonomy for Text Understanding | 2012 | SIGMOD | 0.0001433416 |
| 2,847 | Building, Maintaining, and Using Knowledge Bases: A Report from the Trenches | 2013 | SIGMOD | 8.0224023e-05 |
| 3,288 | Biperpedia: An Ontology for Search Applications | 2014 | VLDB | 7.273034e-05 |
| 12,044 | Knowledge Harvesting in the Big-Data Era | 2013 | SIGMOD | 4.1945683e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,552 | Overview of Data Exploration Techniques | 2015 | SIGMOD | 0.00011408814 |
| 5,792 | Querying in the Age of Graph Databases and Knowledge Graphs | 2021 | SIGMOD | 5.325937e-05 |
| 9,136 | TextCube: Automated Construction and Multidimensional Exploration | 2019 | VLDB | 4.3881065e-05 |
| 12,249 | Mining Knowledge from Databases: An Information Network Analysis Approach | 2010 | SIGMOD | 4.1945683e-05 |
| 11,906 | Knowledge Curation and Knowledge Fusion: Challenges, Models, and Applications | 2015 | SIGMOD | 4.1945683e-05 |
| 4,630 | Knowledge Graphs 2021: A Data Odyssey | 2021 | VLDB | 6.0348379e-05 |
| 13,926 | Clustering Methods for Large Databases: From the Past to the Future | 1999 | SIGMOD | - |
| 9,423 | Database Principles in Information Extraction | 2014 | PODS | 4.3441378e-05 |
| 11,775 | Building Structured Databases of Factual Knowledge from Massive Text Corpora | 2017 | SIGMOD | 4.1945683e-05 |
| 12,044 | Knowledge Harvesting in the Big-Data Era | 2013 | SIGMOD | 4.1945683e-05 |