Diverse and Proportional Size-l Object Summaries for Keyword Search
Summary: Introduces DSize-l and PSize-l OSs for keyword search on graphs, reducing domination by top nodes via frequency-aware selection. Assesses diversity vs. proportionality on real graphs and user feedback, yielding efficient, informative size-l OS snippets. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Georgios J. Fakas (Hong Kong University of Science and Technology)
- 2. Zhi Cai (Beijing Institute of Technology)
- 3. Nikos Mamoulis (University of Hong Kong)
BibTeX Citation
@inproceedings{fakas_sigmod15,
title = {{Diverse and Proportional Size-l Object Summaries for Keyword Search}},
author = {Fakas, Georgios J. and Cai, Zhi and Mamoulis, Nikos},
series = {{SIGMOD} '15},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2723372.2723783},
url = {https://dl.acm.org/doi/10.1145/2723372.2723783},
year = {2015}
}
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,033 | Proportionality in Spatial Keyword Search | 2021 | SIGMOD | 4.9605343e-05 |
| 12,168 | HDAG-Explorer: A System for Hierarchical DAG Summarization and Exploration | 2020 | VLDB | 4.9605343e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 38 | DISCOVER: Keyword Search in Relational Databases | 2002 | VLDB | 0.00047300197 |
| 217 | Efficient IR-Style Keyword Search over Relational Databases | 2003 | VLDB | 0.00024417824 |
| 292 | ObjectRank: Authority-Based Keyword Search in Databases | 2004 | VLDB | 0.00021888861 |
| 947 | SPARK: Top-k Keyword Query in Relational Databases | 2007 | SIGMOD | 0.00012910239 |
| 1,146 | Efficient Diversity-Aware Search | 2011 | SIGMOD | 0.00011779564 |
| 1,862 | DisC Diversity: Result Diversification based on Dissimilarity and Coverage | 2013 | VLDB | 9.4680154e-05 |
| 5,366 | Query Biased Snippet Generation in XML Search | 2008 | SIGMOD | 6.1464429e-05 |
| 9,626 | Size-l Object Summaries for Relational Keyword Search | 2012 | VLDB | 5.1369628e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 3,512 | Keyword Search on External Memory Data Graphs | 2008 | VLDB |
| 2 | 1,566 | Keyword Proximity Search in Complex Data Graphs | 2008 | SIGMOD |
| 3 | 12,033 | Proportionality in Spatial Keyword Search | 2021 | SIGMOD |
| 4 | 8,684 | Top-K Nearest Keyword Search on Large Graphs | 2013 | VLDB |
| 5 | 14,158 | Information Discovery in Loosely Integrated Data | 2007 | SIGMOD |
| 6 | 12,774 | Exploratory Keyword Search on Data Graphs | 2010 | SIGMOD |
| 7 | 499 | Efficient Aggregation for Graph Summarization | 2008 | SIGMOD |
| 8 | 5,855 | Effective Keyword-based Selection of Relational Databases | 2007 | SIGMOD |
| 9 | 5,937 | Summarizing Answer Graphs Induced by Keyword Queries | 2013 | VLDB |
| 10 | 9,626 | Size-l Object Summaries for Relational Keyword Search | 2012 | VLDB |