LinkClus: Efficient Clustering via Heterogeneous Semantic Links
Summary: LinkClus uses heterogeneous semantic links for clustering, via SimTree-based multi-granularity similarity; exploits power-law distributions. Merges traversal to avoid pairwise computations, enabling scalable clustering of multi-typed linked objects. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Xiaoxin Yin
- 2. Jiawei Han
- 3. Philip S. Yu
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,542 | Scalable Similarity Search for SimRank | 2014 | SIGMOD | 0.00011447877 |
| 1,896 | More is Simpler: Effectively and Efficiently Assessing Node-Pair Similarities Based on Hyperlinks | 2014 | VLDB | 0.00010173473 |
| 3,963 | BibNetMiner: Mining Bibliographic Information Networks | 2008 | SIGMOD | 6.5813475e-05 |
| 4,992 | On Link-based Similarity Join | 2011 | VLDB | 5.7750116e-05 |
| 5,774 | DataScope: Viewing Database Contents in Google Maps’ Way | 2007 | VLDB | 5.3286261e-05 |
Previous
Page 1 / 1
Next
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 |
|---|---|---|---|---|
| 13 | Mining Association Rules between Sets of Items in Large Databases | 1993 | SIGMOD | 0.0010863639 |
| 27 | Efficient and Effective Clustering Methods for Spatial Data Mining | 1994 | VLDB | 0.00080846213 |
| 33 | BIRCH: An Efficient Data Clustering Method for Very Large Databases | 1996 | SIGMOD | 0.00077399244 |
| 340 | CURE: An Efficient Clustering Algorithm for Large Databases | 1998 | SIGMOD | 0.00026854084 |
| 1,596 | Fast Algorithms for Projected Clustering | 1999 | SIGMOD | 0.00011210688 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,025 | Efficient Top-K SimRank-based Similarity Join | 2014 | SIGMOD | 4.5988512e-05 |
| 4,992 | On Link-based Similarity Join | 2011 | VLDB | 5.7750116e-05 |
| 3,993 | Discovering Linkage Points over Web Data | 2013 | VLDB | 6.5483476e-05 |
| 6,240 | Scaling Similarity Joins over Tree-Structured Data | 2015 | VLDB | 5.1362097e-05 |
| 1,633 | Relational link-based ranking | 2004 | VLDB | 0.00011062304 |
| 9,326 | Efficient and Accurate SimRank-based Similarity Joins: Experiments, Analysis, and Improvement | 2024 | VLDB | 4.351469e-05 |
| 4,953 | Efficient Top-K SimRank-based Similarity Join | 2015 | VLDB | 5.8060034e-05 |
| 3,486 | Relation Strength-Aware Clustering of Heterogeneous Information Networks with Incomplete Attributes | 2012 | VLDB | 7.0468496e-05 |
| 1,896 | More is Simpler: Effectively and Efficiently Assessing Node-Pair Similarities Based on Hyperlinks | 2014 | VLDB | 0.00010173473 |
| 8,546 | LinkDB: A Probabilistic Linkage Database System | 2011 | SIGMOD | 4.4893996e-05 |