Summarizing Answer Graphs Induced by Keyword Queries

Summary: Introduces summary graphs that compactly represent keyword-query answer graphs by preserving keyword connectivity paths. Defines coverage-ratio information loss, characterizes optimization complexity, and develops exact/heuristic algorithms for minimum summaries. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: 10852
Venue: VLDB
Year: 2013
Pagerank: 6.0666529e-05
Overall Rank: 5,849 | 59.88%
DOI: 10.14778/2556549.2556561

Incoming Non-self Citations Over Time

Authors

1. Yinghui Wu (University of California Santa Barbara)
2. Shengqi Yang (University of California Santa Barbara)
3. Mudhakar Srivatsa (IBM)
4. Arun Iyengar (IBM)
5. Xifeng Yan (University of California Santa Barbara)

BibTeX Citation

@article{wu_vldb13,
        title = {{Summarizing Answer Graphs Induced by Keyword Queries}},
        author = {Wu, Yinghui and Yang, Shengqi and Srivatsa, Mudhakar and Iyengar, Arun and Yan, Xifeng},
        journal = {PVLDB},
        series = {{VLDB} '13},
        volume = {6},
        number = {14},
        pages = {1774--1785},
        doi = {10.14778/2556549.2556561},
        url = {https://doi.org/10.14778/2556549.2556561},
        year = {2013}
}

Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
3,604	SLQ: A User-friendly Graph Querying System	2014	SIGMOD	7.2666079e-05
4,703	Finding Patterns in a Knowledge Base using Keywords to Compose Table Answers	2014	VLDB	6.5549049e-05
5,751	Summarizing Static and Dynamic Big Graphs	2017	VLDB	6.0994565e-05
7,845	Graph Querying Meets HCI: State of the Art and Future Directions	2017	SIGMOD	5.5332653e-05
10,037	Graph Exploration: From Users to Large Graphs	2017	SIGMOD	5.1729561e-05
11,202	Online Detection of Anomalies in Temporal Knowledge Graphs with Interpretability	2024	SIGMOD	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
77	XRANK: Ranked Keyword Search over XML Documents	2003	SIGMOD	0.00037048607
272	BLINKS: Ranked Keyword Searches on Graphs	2007	SIGMOD	0.00022695855
302	Bidirectional Expansion For Keyword Search on Graph Databases	2005	VLDB	0.00021963347
486	Efficient Aggregation for Graph Summarization	2008	SIGMOD	0.00017692185
548	Graph Summarization with Bounded Error	2008	SIGMOD	0.00016694936
1,182	SQAK: Doing More with Keywords	2008	SIGMOD	0.00011778765
1,296	Incremental Graph Pattern Matching	2011	SIGMOD	0.00011269684
1,878	EASE: An Effective 3-in-1 Keyword Search Method for Unstructured, Semi-structured and Structured Data	2008	SIGMOD	9.5651166e-05
3,239	Keyword Search on Structured and Semi-Structured Data	2009	SIGMOD	7.6078324e-05
4,280	Measure-driven Keyword-Query Expansion	2009	VLDB	6.7853952e-05
4,736	REX: Explaining Relationships between Entity Pairs	2012	VLDB	6.5300642e-05
5,221	Query Biased Snippet Generation in XML Search	2008	SIGMOD	6.310752e-05
8,223	Query Expansion Based on Clustered Results	2011	VLDB	5.4631602e-05

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#	Overall Rank	Paper	Year	Venue
1	6,266	Utility-Driven Graph Summarization	2019	VLDB
2	8,728	Computing A Well-Representative Summary of Conjunctive Query Results	2024	PODS
3	5,965	Answering Top-k Representative Queries on Graph Databases	2014	SIGMOD
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5	2,691	Keyword Search in Graphs: Finding r-cliques	2011	VLDB
6	3,450	Keyword Search on External Memory Data Graphs	2008	VLDB
7	4,703	Finding Patterns in a Knowledge Base using Keywords to Compose Table Answers	2014	VLDB
8	8,493	Top-K Nearest Keyword Search on Large Graphs	2013	VLDB
9	12,287	Probabilistic Query Rewriting for Efficient and Effective Keyword Search on Graph Data	2013	VLDB
10	1,542	Keyword Proximity Search in Complex Data Graphs	2008	SIGMOD