PRISM: Concept-preserving Summarization of Top-K Social Image Search Results
Summary: PRISM offers concept-preserving summary of top-k image search results by integrating visual features and tags. It builds a visual-similarity graph over results, partitions into concept-preserving subgraphs, and selects exemplars to maximize coverage. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Boon Siew Seah (Nanyang Technological University)
- 2. Sourav S Bhowmick (Nanyang Technological University)
- 3. Aixin Sun (Nanyang Technological University)
BibTeX Citation
@article{seah_vldb15,
title = {{PRISM: Concept-preserving Summarization of Top-K Social Image Search Results}},
author = {Seah, Boon Siew and Bhowmick, Sourav S and Sun, Aixin},
journal = {PVLDB},
series = {{VLDB} '15},
volume = {8},
number = {12},
pages = {1868},
doi = {10.14778/2824032.2824088},
url = {https://doi.org/10.14778/2824032.2824088},
year = {2015}
}Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 11,647 | Data Summarization with Hierarchical Taxonomy | 2021 | SIGMOD |
| 2 | 8,213 | ProbeSim: Scalable Single-Source and Top-k SimRank Computations on Dynamic Graphs | 2018 | VLDB |
| 3 | 8,273 | Diverse and Proportional Size-l Object Summaries for Keyword Search | 2015 | SIGMOD |
| 4 | 6,266 | Utility-Driven Graph Summarization | 2019 | VLDB |
| 5 | 13,717 | iAVATAR: An Interactive Tool for Finding and Visualizing Visual-Representative Tags in Image Search | 2010 | VLDB |
| 6 | 272 | BLINKS: Ranked Keyword Searches on Graphs | 2007 | SIGMOD |
| 7 | 486 | Efficient Aggregation for Graph Summarization | 2008 | SIGMOD |
| 8 | 5,849 | Summarizing Answer Graphs Induced by Keyword Queries | 2013 | VLDB |
| 9 | 12,546 | Improved Search for Socially Annotated Data | 2009 | VLDB |
| 10 | 12,419 | Multiple Feature Fusion for Social Media Applications | 2010 | SIGMOD |