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Answering Top-k Queries Using Views

Summary: Explores space-performance tradeoffs in top-k query answering via materialized views. Presents a view-fusion algorithm for combining multiple views under monotone aggregations and a view-selection framework to identify the most promising views, with formalization and extensive experiments. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
9461
Venue
VLDB
Year
2006
Pagerank
7.8579393e-05
Overall Rank
2,936 | 79.60%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 19 of 19 citing papers.

Rank Citing Paper Year Venue Pagerank
1,202 SPARK: Top-k Keyword Query in Relational Databases 2007 SIGMOD 0.0001333126
2,967 Processing a Large Number of Continuous Preference Top-k Queries 2012 SIGMOD 7.7975455e-05
3,100 Answering Why-not Questions on Reverse Top-k Queries 2015 VLDB 7.5625111e-05
3,665 Ad-hoc Top-k Query Answering for Data Streams 2007 VLDB 6.8631567e-05
4,178 Best Position Algorithms for Top-k Queries 2007 VLDB 6.3757762e-05
4,328 Sliding-Window Top-k Queries on Uncertain Streams 2008 VLDB 6.2765138e-05
4,506 Efficiently Answering Top-k Typicality Queries on Large Databases 2007 VLDB 6.1273675e-05
5,113 Efficient Computation of Regret-ratio Minimizing Set: A Compact Maxima Representative 2017 SIGMOD 5.6827696e-05
5,558 On Obtaining Stable Rankings 2019 VLDB 5.4375292e-05
5,963 Beyond Equi-joins: Ranking, Enumeration and Factorization 2021 VLDB 5.2485815e-05
6,292 Ad-Hoc Aggregations of Ranked Lists in the Presence of Hierarchies 2008 SIGMOD 5.1209778e-05
6,632 Global Immutable Region Computation 2014 SIGMOD 4.9803909e-05
6,804 RRR: Rank-Regret Representative 2019 SIGMOD 4.917138e-05
6,816 A Unified Optimization Algorithm For Solving "Regret-Minimizing Representative" Problems 2020 VLDB 4.9115662e-05
7,273 Efficient and Generic Evaluation of Ranked Queries 2011 SIGMOD 4.775366e-05
8,505 ARCube: Supporting Ranking Aggregate Queries in Partially Materialized Data Cubes 2008 SIGMOD 4.4915213e-05
11,197 rkHit: Representative Query with Uncertain Preference 2023 SIGMOD 4.1905499e-05
11,891 Query Reranking As A Service 2016 VLDB 4.1905499e-05
12,143 Answering Top-k Queries Over a Mixture of Attractive and Repulsive Dimensions 2012 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

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

Rank Cited Paper Year Venue Pagerank
2 R-Trees: A Dynamic Index Structure For Spatial Searching 1984 SIGMOD 0.0032118946
8 Optimal Aggregation Algorithms for Middleware [Extended Abstract] 2001 PODS 0.0015436578
72 Combining Fuzzy Information from Multiple Systems 1996 PODS 0.00058498396
91 M-tree: An Efficient Access Method for Similarity Search in Metric Spaces 1997 VLDB 0.00051785122
145 Quickly Generating Billion-Record Synthetic Databases 1994 SIGMOD 0.00041403894
171 Fuzzy Queries in Multimedia Database Systems 1998 PODS 0.00038843975
428 The Onion Technique: Indexing for Linear Optimization Queries 2000 SIGMOD 0.0002349868
464 PREFER: A System for the Efficient Execution of Multiparametric Ranked Queries 2001 SIGMOD 0.00022476798
551 Supporting Incremental Join Queries on Ranked Inputs 2001 VLDB 0.00020310856
673 Supporting Top-k Join Queries in Relational Databases 2003 VLDB 0.00018325667
802 Evaluating Top-k Selection Queries 1999 VLDB 0.00016440813
1,093 Minimal Probing: Supporting Expensive Predicates for Top-k Queries 2002 SIGMOD 0.00014123221
2,604 Integrating DB and IR Technologies: What is the Sound of One Hand Clapping? * 2005 CIDR 8.4628537e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
82 Answering Queries Using Views (Extended Abstract) 1995 PODS 0.00054430106
802 Evaluating Top-k Selection Queries 1999 VLDB 0.00016440813
7,660 Processing Top-k Join Queries 2010 VLDB 4.6814547e-05
7,966 Efficient Top-K Processing Over Query-Dependent Functions 2008 VLDB 4.6089395e-05
583 Answering Queries with Aggregation Using Views 1996 VLDB 0.00019705383
12,143 Answering Top-k Queries Over a Mixture of Attractive and Repulsive Dimensions 2012 VLDB 4.1905499e-05
3,665 Ad-hoc Top-k Query Answering for Data Streams 2007 VLDB 6.8631567e-05
12,119 Optimal Top-k Generation of Attribute Combinations based on Ranked Lists 2012 SIGMOD 4.1905499e-05
1,773 Continuous Monitoring of Top-k Queries over Sliding Windows 2006 SIGMOD 0.00010600438
7,273 Efficient and Generic Evaluation of Ranked Queries 2011 SIGMOD 4.775366e-05