Efficient Network Aware Search in Collaborative Tagging Sites
Summary: Efficient top-k, network-aware search for collaborative tagging sites, scoring results by popularity within a seeker's network. Global score upper-bounds are coarse; propose seeker clustering and tagger-based heuristics, validated on del.icio.us. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 260 | Fast Exact Shortest-Path Distance Queries on Large Networks by Pruned Landmark Labeling | 2013 | SIGMOD | 0.00030040036 |
| 3,802 | Group Recommendation: Semantics and Efficiency | 2009 | VLDB | 6.7552492e-05 |
| 4,105 | SocialScope: Enabling Information Discovery on Social Content Sites | 2009 | CIDR | 6.4478049e-05 |
| 7,441 | BatchHL: Answering Distance Queries on Batch-Dynamic Networks at Scale | 2022 | SIGMOD | 4.7302202e-05 |
| 8,967 | Planting Trees for scalable and efficient Canonical Hub Labeling | 2020 | VLDB | 4.4190656e-05 |
| 10,584 | Efficient Maintenance of 2-Hop Labeling Index on Dynamic Small-World Graphs | 2025 | VLDB | 4.1945683e-05 |
| 12,122 | Taagle: Efficient, Personalized Search in Collaborative Tagging Networks | 2012 | SIGMOD | 4.1945683e-05 |
| 12,159 | eXO: Decentralized Autonomous Scalable Social Networking | 2011 | CIDR | 4.1945683e-05 |
| 12,353 | Improved Search for Socially Annotated Data | 2009 | VLDB | 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 |
|---|---|---|---|---|
| 7 | Optimal Aggregation Algorithms for Middleware [Extended Abstract] | 2001 | PODS | 0.0015496097 |
| 259 | High-Performance Complex Event Processing over Streams | 2006 | SIGMOD | 0.00030174924 |
| 470 | On Saying "Enough Already!" in SQL | 1997 | SIGMOD | 0.00022393068 |
| 2,883 | Joining Ranked Inputs in Practice | 2002 | VLDB | 7.9656673e-05 |
| 2,989 | KLEE: A Framework for Distributed Top-k Query Algorithms | 2005 | VLDB | 7.7733083e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,073 | Finding and Approximating Top-k Answers in Keyword Proximity Search | 2006 | PODS | 0.00014264992 |
| 1,257 | Influential Community Search in Large Networks | 2015 | VLDB | 0.00013020648 |
| 6,050 | Ranking Objects by Exploiting Relationships: Computing Top-K over Aggregation | 2006 | SIGMOD | 5.2360729e-05 |
| 7,963 | Efficient Top-K Processing Over Query-Dependent Functions | 2008 | VLDB | 4.613363e-05 |
| 999 | Effective Community Search for Large Attributed Graphs | 2016 | VLDB | 0.00014726563 |
| 7,277 | Exact Top-k Nearest Keyword Search in Large Networks | 2015 | SIGMOD | 4.7794907e-05 |
| 8,505 | Top-K Nearest Keyword Search on Large Graphs | 2013 | VLDB | 4.4958064e-05 |
| 2,603 | Maximum Co-located Community Search in Large Scale Social Networks | 2018 | VLDB | 8.4666465e-05 |
| 12,122 | Taagle: Efficient, Personalized Search in Collaborative Tagging Networks | 2012 | SIGMOD | 4.1945683e-05 |
| 12,353 | Improved Search for Socially Annotated Data | 2009 | VLDB | 4.1945683e-05 |