Interactive Summarization and Exploration of Top Aggregate Query Answers

Summary: Interactive summarization and exploration of top-k aggregate answers; clustering top-valued results into diverse groups. Formalizes optimization problems, analyzes semilattice cluster structure, and proposes algorithms; validates via GUI prototype. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: h0a34fc5e8cce9377
Venue: VLDB
Year: 2018
Pagerank: 6.4470592e-05
Overall Rank: 4,729 | 68.21%
DOI: 10.14778/3275366.3275369

Incoming Non-self Citations Over Time

Authors

1. Yuhao Wen (Duke University)
2. Xiaodan Zhu (Duke University)
3. Sudeepa Roy (Duke University)
4. Jun Yang (Duke University)

BibTeX Citation

@article{wen_vldb18,
        title = {{Interactive Summarization and Exploration of Top Aggregate Query Answers}},
        author = {Wen, Yuhao and Zhu, Xiaodan and Roy, Sudeepa and Yang, Jun},
        journal = {PVLDB},
        series = {{VLDB} '18},
        volume = {11},
        number = {13},
        pages = {2196--2208},
        doi = {10.14778/3275366.3275369},
        url = {https://doi.org/10.14778/3275366.3275369},
        year = {2018}
}

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
5,529	Putting Things into Context: Rich Explanations for Query Answers using Join Graphs	2021	SIGMOD	6.0935553e-05
6,436	Summarized Causal Explanations For Aggregate Views	2024	SIGMOD	5.7853643e-05
6,699	Toward Interpretable and Actionable Data Analysis with Explanations and Causality	2022	VLDB	5.7058728e-05
7,146	Guided Exploration of Data Summaries	2022	VLDB	5.5993699e-05
7,205	QAGView: Interactively Summarizing High-Valued Aggregate Query Answers	2018	SIGMOD	5.58633e-05
9,517	Efficient Exploration of Interesting Aggregates in RDF Graphs	2021	SIGMOD	5.1682969e-05
10,625	Causal Explanations for Disparate Trends: Where and Why?	2026	SIGMOD	4.9793485e-05
10,630	Data-Semantics-Aware Recommendation of Diverse Pivot Tables	2026	SIGMOD	4.9793485e-05
11,515	Counterfactual Explanation at Will, with Zero Privacy Leakage	2024	SIGMOD	4.9793485e-05
11,900	EDA4SUM: Guided Exploration of Data Summaries	2022	VLDB	4.9793485e-05
11,979	Exploring Ratings in Subjective Databases	2021	SIGMOD	4.9793485e-05

Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
479	The Making of TPC-DS	2006	VLDB	0.00017622471
984	User-adaptive exploration of multidimensional data	2000	VLDB	0.00012686375
1,054	Answering Complex SQL Queries Using Automatic Summary Tables	2000	SIGMOD	0.00012269068
1,476	Diversifying Top-K Results	2012	VLDB	0.00010551487
1,756	Semantic Compression and Pattern Extraction with Fascicles	1999	VLDB	9.7140303e-05
1,850	DisC Diversity: Result Diversification based on Dissimilarity and Coverage	2013	VLDB	9.5038109e-05
1,936	Max-Sum Diversification, Monotone Submodular Functions and Dynamic Updates	2012	PODS	9.3387282e-05
2,174	Top-k Bounded Diversification	2012	SIGMOD	8.917444e-05
3,338	On the Complexity of Query Result Diversification	2013	VLDB	7.4103278e-05
3,979	Diversified Top-k Graph Pattern Matching	2013	VLDB	6.8802947e-05
7,205	QAGView: Interactively Summarizing High-Valued Aggregate Query Answers	2018	SIGMOD	5.58633e-05

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2	3,560	Interactive Analysis of Web-Scale Data	2009	CIDR
3	1,729	Addressing Diverse User Preferences in SQL-Query-Result Navigation	2007	SIGMOD
4	10,087	Interactive Search for One of the Top-k	2021	SIGMOD
5	4,374	Beyond Simple Aggregates: Indexing for Summary Queries	2011	PODS
6	1,733	Schema Summarization	2006	VLDB
7	7,513	Computing A Well-Representative Summary of Conjunctive Query Results	2024	PODS
8	4,507	Optimization for Active Learning-based Interactive Database Exploration	2019	VLDB
9	8,363	Probabilistic Database Summarization for Interactive Data Exploration	2017	VLDB
10	7,205	QAGView: Interactively Summarizing High-Valued Aggregate Query Answers	2018	SIGMOD