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: 11920
Venue: VLDB
Year: 2018
Pagerank: 6.595034e-05
Overall Rank: 4,631 | 68.23%
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
5,396	Putting Things into Context: Rich Explanations for Query Answers using Join Graphs	2021	SIGMOD	6.2329373e-05
6,576	Toward Interpretable and Actionable Data Analysis with Explanations and Causality	2022	VLDB	5.8364729e-05
6,932	Summarized Causal Explanations For Aggregate Views	2024	SIGMOD	5.7362362e-05
7,003	Guided Exploration of Data Summaries	2022	VLDB	5.7278883e-05
7,061	QAGView: Interactively Summarizing High-Valued Aggregate Query Answers	2018	SIGMOD	5.7145492e-05
9,339	Efficient Exploration of Interesting Aggregates in RDF Graphs	2021	SIGMOD	5.2869213e-05
10,436	Causal Explanations for Disparate Trends: Where and Why?	2026	SIGMOD	5.093636e-05
10,441	Data-Semantics-Aware Recommendation of Diverse Pivot Tables	2026	SIGMOD	5.093636e-05
11,170	Counterfactual Explanation at Will, with Zero Privacy Leakage	2024	SIGMOD	5.093636e-05
11,592	EDA4SUM: Guided Exploration of Data Summaries	2022	VLDB	5.093636e-05
11,672	Exploring Ratings in Subjective Databases	2021	SIGMOD	5.093636e-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
476	The Making of TPC-DS	2006	VLDB	0.00017860667
965	User-adaptive exploration of multidimensional data	2000	VLDB	0.00012933878
1,034	Answering Complex SQL Queries Using Automatic Summary Tables	2000	SIGMOD	0.00012516197
1,454	Diversifying Top-K Results	2012	VLDB	0.00010739504
1,721	Semantic Compression and Pattern Extraction with Fascicles	1999	VLDB	9.9258415e-05
1,807	DisC Diversity: Result Diversification based on Dissimilarity and Coverage	2013	VLDB	9.7054469e-05
1,908	Max-Sum Diversification, Monotone Submodular Functions and Dynamic Updates	2012	PODS	9.5010932e-05
2,259	Top-k Bounded Diversification	2012	SIGMOD	8.8529269e-05
3,596	On the Complexity of Query Result Diversification	2013	VLDB	7.2722683e-05
3,908	Diversified Top-k Graph Pattern Matching	2013	VLDB	7.0262215e-05
7,061	QAGView: Interactively Summarizing High-Valued Aggregate Query Answers	2018	SIGMOD	5.7145492e-05

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8	4,420	Optimization for Active Learning-based Interactive Database Exploration	2019	VLDB
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