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Simrank++: Query Rewriting through Link Analysis of the Click Graph
Summary: Introduces Simrank++ for query rewriting in sponsored search by extending SimRank with edge weights and evidence signals on a historical click graph. Shows these enhancements yield better query rewrites than vanilla Simrank on Yahoo! click data.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 9685
- Venue
- VLDB
- Year
- 2008
- Pagerank
- 0.00015381088
- Overall Rank
- 911 | 93.68%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 22 of 22 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 1,542 |
Scalable Similarity Search for SimRank |
2014 |
SIGMOD |
0.00011447877 |
| 1,626 |
Fast and Exact Top-k Search for Random Walk with Restart |
2012 |
VLDB |
0.0001108491 |
| 1,896 |
More is Simpler: Effectively and Efficiently Assessing Node-Pair Similarities Based on Hyperlinks |
2014 |
VLDB |
0.00010173473 |
| 2,189 |
BEAR: Block Elimination Approach for Random Walk with Restart on Large Graphs |
2015 |
SIGMOD |
9.3358152e-05 |
| 2,515 |
BePI: Fast and Memory-Efficient Method for Billion-Scale Random Walk with Restart |
2017 |
SIGMOD |
8.6115215e-05 |
| 2,875 |
Efficient Partial-Pairs SimRank Search on Large Networks |
2015 |
VLDB |
7.9744337e-05 |
| 3,853 |
Distributed Algorithms on Exact Personalized PageRank |
2017 |
SIGMOD |
6.6987268e-05 |
| 4,760 |
An Efficient Similarity Search Framework for SimRank over Large Dynamic Graphs |
2015 |
VLDB |
5.9342555e-05 |
| 4,888 |
READS: A Random Walk Approach for Efficient and Accurate Dynamic SimRank |
2017 |
VLDB |
5.8494448e-05 |
| 4,953 |
Efficient Top-K SimRank-based Similarity Join |
2015 |
VLDB |
5.8060034e-05 |
| 5,288 |
SLING: A Near-Optimal Index Structure for SimRank |
2016 |
SIGMOD |
5.5799268e-05 |
| 5,757 |
Scalable and Effective Bipartite Network Embedding |
2022 |
SIGMOD |
5.3386415e-05 |
| 6,149 |
Realtime Index-Free Single Source SimRank Processing on Web-Scale Graphs |
2020 |
VLDB |
5.1835655e-05 |
| 6,823 |
An Experimental Evaluation of SimRank-based Similarity Search Algorithms |
2017 |
VLDB |
4.9098643e-05 |
| 7,483 |
Billion-Scale Bipartite Graph Embedding: A Global-Local Induced Approach |
2024 |
VLDB |
4.7135369e-05 |
| 7,593 |
Exact Single-Source SimRank Computation on Large Graphs |
2020 |
SIGMOD |
4.6984572e-05 |
| 8,231 |
PRSim: Sublinear Time SimRank Computation on Large Power-Law Graphs |
2019 |
SIGMOD |
4.5489304e-05 |
| 8,232 |
ProbeSim: Scalable Single-Source and Top-k SimRank Computations on Dynamic Graphs |
2018 |
VLDB |
4.5489304e-05 |
| 11,030 |
BIRD: Efficient Approximation of Bidirectional Hidden Personalized PageRank |
2024 |
VLDB |
4.1905499e-05 |
| 11,180 |
ClipSim: A GPU-friendly Parallel Framework for Single-Source SimRank with Accuracy Guarantee |
2023 |
SIGMOD |
4.1905499e-05 |
| 11,484 |
Structural Generalizability: The Case of Similarity Search |
2021 |
SIGMOD |
4.1905499e-05 |
| 11,826 |
NED: An Inter-Graph Node Metric Based On Edit Distance |
2017 |
VLDB |
4.1905499e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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Realtime Index-Free Single Source SimRank Processing on Web-Scale Graphs |
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Exact Single-Source SimRank Computation on Large Graphs |
2020 |
SIGMOD |
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| 8,232 |
ProbeSim: Scalable Single-Source and Top-k SimRank Computations on Dynamic Graphs |
2018 |
VLDB |
4.5489304e-05 |
| 8,231 |
PRSim: Sublinear Time SimRank Computation on Large Power-Law Graphs |
2019 |
SIGMOD |
4.5489304e-05 |
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An Experimental Evaluation of SimRank-based Similarity Search Algorithms |
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More is Simpler: Effectively and Efficiently Assessing Node-Pair Similarities Based on Hyperlinks |
2014 |
VLDB |
0.00010173473 |
| 9,326 |
Efficient and Accurate SimRank-based Similarity Joins: Experiments, Analysis, and Improvement |
2024 |
VLDB |
4.351469e-05 |