OLAP and Statistical Databases: Similarities and Differences
Summary: Compares OLAP and Statistical DB literatures, mapping terminology and methods for multidimensional modeling, physical organization/access, and privacy, and highlighting transferable results between socio‑economic and transactional analytics. Proposes the Statistical Object as a fundamental object‑oriented DB data type to unify modeling and operations. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,273 | OLAP Over Uncertain and Imprecise Data | 2005 | VLDB | 9.1447774e-05 |
| 2,475 | Querying Aggregate Data | 1999 | PODS | 8.6942707e-05 |
| 4,084 | On the Content of Materialized Aggregate Views | 2000 | PODS | 6.4581296e-05 |
| 4,356 | A Foundation for Multi-Dimensional Databases | 1997 | VLDB | 6.2518316e-05 |
| 7,176 | Geo/Environmental and Medical Data Management in the RasDaMan1 System | 1997 | VLDB | 4.8054753e-05 |
| 10,606 | Auto-Prep: Holistic Prediction of Data Preparation Steps for Self-Service Business Intelligence | 2025 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11 | Implementing Data Cubes Efficiently | 1996 | SIGMOD | 0.0011695087 |
| 84 | Statistical Databases: Characteristics, Problems, and Some Solutions | 1982 | VLDB | 0.00053684302 |
| 368 | An Array-Based Algorithm for Simultaneous Multidimensional Aggregates | 1997 | SIGMOD | 0.00025508459 |
| 828 | Bit Transposed Files | 1985 | VLDB | 0.00016141484 |
| 3,168 | A Language and a Physical Organization Technique for Summary Tables | 1985 | SIGMOD | 7.4547451e-05 |
| 3,497 | Cubetree: Organization of and Bulk Incremental Updates on the Data Cube | 1997 | SIGMOD | 7.0372261e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,047 | Temporal Queries in OLAP | 2000 | VLDB | 6.5008803e-05 |
| 8,101 | Micro-architectural Analysis of OLAP: Limitations and Opportunities | 2020 | VLDB | 4.581825e-05 |
| 762 | Explaining differences in multidimensional aggregates | 1999 | VLDB | 0.00016984985 |
| 1,547 | Spreadsheets in RDBMS for OLAP | 2003 | SIGMOD | 0.00011417795 |
| 3,162 | High-Dimensional OLAP: A Minimal Cubing Approach | 2004 | VLDB | 7.4622284e-05 |
| 7,864 | Operational Analytics Data Management Systems | 2016 | VLDB | 4.6284093e-05 |
| 12,558 | Bridging the Gap between OLAP and SQL | 2005 | VLDB | 4.1905499e-05 |
| 2,581 | Data Warehousing and OLAP for Decision Support | 1997 | SIGMOD | 8.4991119e-05 |
| 4,356 | A Foundation for Multi-Dimensional Databases | 1997 | VLDB | 6.2518316e-05 |
| 1,050 | A Common Database Approach for OLTP and OLAP Using an In-Memory Column Database | 2009 | SIGMOD | 0.00014425459 |