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: 11733
Venue: VLDB
Year: 2018
Pagerank: 6.046643e-05
Overall Rank: 4,608 | 67.98%
DOI: 10.14778/3275366.3275369

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
5,706	Putting Things into Context: Rich Explanations for Query Answers using Join Graphs	2021	SIGMOD	5.3633001e-05
6,565	Toward Interpretable and Actionable Data Analysis with Explanations and Causality	2022	VLDB	5.0033542e-05
7,098	QAGView: Interactively Summarizing High-Valued Aggregate Query Answers	2018	SIGMOD	4.8271737e-05
7,172	Summarized Causal Explanations For Aggregate Views	2024	SIGMOD	4.8068645e-05
7,200	Guided Exploration of Data Summaries	2022	VLDB	4.7980895e-05
9,179	Efficient Exploration of Interesting Aggregates in RDF Graphs	2021	SIGMOD	4.3793465e-05
10,147	Causal Explanations for Disparate Trends: Where and Why?	2026	SIGMOD	4.1905499e-05
10,152	Data-Semantics-Aware Recommendation of Diverse Pivot Tables	2026	SIGMOD	4.1905499e-05
10,957	Counterfactual Explanation at Will, with Zero Privacy Leakage	2024	SIGMOD	4.1905499e-05
11,396	EDA4SUM: Guided Exploration of Data Summaries	2022	VLDB	4.1905499e-05
11,478	Exploring Ratings in Subjective Databases	2021	SIGMOD	4.1905499e-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
659	The Making of TPC-DS	2006	VLDB	0.00018514913
1,059	Answering Complex SQL Queries Using Automatic Summary Tables	2000	SIGMOD	0.00014370009
1,137	User-adaptive exploration of multidimensional data	2000	VLDB	0.0001373991
1,435	Diversifying Top-K Results	2012	VLDB	0.00011981694
1,599	Semantic Compression and Pattern Extraction with Fascicles	1999	VLDB	0.00011203327
1,717	Max-Sum Diversification, Monotone Submodular Functions and Dynamic Updates	2012	PODS	0.00010768447
1,984	DisC Diversity: Result Diversification based on Dissimilarity and Coverage	2013	VLDB	9.8645751e-05
2,474	Top-k Bounded Diversification	2012	SIGMOD	8.6956353e-05
4,060	On the Complexity of Query Result Diversification	2013	VLDB	6.4840236e-05
4,748	Diversified Top-k Graph Pattern Matching	2013	VLDB	5.9432853e-05
7,098	QAGView: Interactively Summarizing High-Valued Aggregate Query Answers	2018	SIGMOD	4.8271737e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
1,506	Summarizing Relational Databases	2009	VLDB	0.0001159691
4,037	Interactive Analysis of Web-Scale Data	2009	CIDR	6.5076279e-05
1,606	Addressing Diverse User Preferences in SQL-Query-Result Navigation	2007	SIGMOD	0.00011175693
9,755	Interactive Search for One of the Top-k	2021	SIGMOD	4.2856385e-05
3,989	Beyond Simple Aggregates: Indexing for Summary Queries	2011	PODS	6.5545373e-05
1,270	Schema Summarization	2006	VLDB	0.00012911456
8,521	Computing A Well-Representative Summary of Conjunctive Query Results	2024	PODS	4.4893996e-05
4,755	Optimization for Active Learning-based Interactive Database Exploration	2019	VLDB	5.9375171e-05
7,875	Probabilistic Database Summarization for Interactive Data Exploration	2017	VLDB	4.6262777e-05
7,098	QAGView: Interactively Summarizing High-Valued Aggregate Query Answers	2018	SIGMOD	4.8271737e-05