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
- 2. Zhi Cai
- 3. Nikos Mamoulis
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,482 | Proportionality in Spatial Keyword Search | 2021 | SIGMOD | 4.1905499e-05 |
| 11,625 | HDAG-Explorer: A System for Hierarchical DAG Summarization and Exploration | 2020 | VLDB | 4.1905499e-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 |
|---|---|---|---|---|
| 53 | DISCOVER: Keyword Search in Relational Databases | 2002 | VLDB | 0.00065993143 |
| 278 | Efficient IR-Style Keyword Search over Relational Databases | 2003 | VLDB | 0.00029322862 |
| 320 | ObjectRank: Authority-Based Keyword Search in Databases | 2004 | VLDB | 0.00027574254 |
| 1,202 | SPARK: Top-k Keyword Query in Relational Databases | 2007 | SIGMOD | 0.0001333126 |
| 1,204 | Efficient Diversity-Aware Search | 2011 | SIGMOD | 0.00013316893 |
| 1,984 | DisC Diversity: Result Diversification based on Dissimilarity and Coverage | 2013 | VLDB | 9.8645751e-05 |
| 5,549 | Query Biased Snippet Generation in XML Search | 2008 | SIGMOD | 5.4440282e-05 |
| 9,187 | Size-l Object Summaries for Relational Keyword Search | 2012 | VLDB | 4.375789e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,190 | Keyword Search on External Memory Data Graphs | 2008 | VLDB | 9.3356692e-05 |
| 1,453 | Keyword Proximity Search in Complex Data Graphs | 2008 | SIGMOD | 0.00011921738 |
| 11,482 | Proportionality in Spatial Keyword Search | 2021 | SIGMOD | 4.1905499e-05 |
| 8,504 | Top-K Nearest Keyword Search on Large Graphs | 2013 | VLDB | 4.491551e-05 |
| 13,615 | Information Discovery in Loosely Integrated Data | 2007 | SIGMOD | - |
| 12,247 | Exploratory Keyword Search on Data Graphs | 2010 | SIGMOD | 4.1905499e-05 |
| 435 | Efficient Aggregation for Graph Summarization | 2008 | SIGMOD | 0.00023268266 |
| 5,683 | Effective Keyword-based Selection of Relational Databases | 2007 | SIGMOD | 5.3733855e-05 |
| 6,208 | Summarizing Answer Graphs Induced by Keyword Queries | 2013 | VLDB | 5.1511024e-05 |
| 9,187 | Size-l Object Summaries for Relational Keyword Search | 2012 | VLDB | 4.375789e-05 |