Efficient Diversity-Aware Search

Summary: Proposes DIVGEN, an efficient diversity-aware search that balances relevance and dissimilarity in top-k results. Introduces data-access primitives and a low-overhead prioritization with theoretical guarantees, yielding scalable performance on large corpora. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4432
Venue: SIGMOD
Year: 2011
Pagerank: 0.00013316893
Overall Rank: 1,204 | 91.64%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Albert Angel
2. Nick Koudas

Incoming Citations (Sorted by Pagerank)

Showing 16 of 16 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,029	Dense Subgraph Maintenance under Streaming Edge Weight Updates for Real-time Story Identification	2012	VLDB	0.00014568714
1,435	Diversifying Top-K Results	2012	VLDB	0.00011981694
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
2,756	Composable Core-sets for Diversity and Coverage Maximization	2014	PODS	8.1682323e-05
3,680	Efficient Selection of Geospatial Data on Maps for Interactive and Visualized Exploration	2018	SIGMOD	6.845947e-05
5,888	MapReduce and Streaming Algorithms for Diversity Maximization in Metric Spaces of Bounded Doubling Dimension	2017	VLDB	5.2843653e-05
5,903	Diversified Top-k Subgraph Querying in a Large Graph	2016	SIGMOD	5.2757528e-05
6,085	Answering Top-k Representative Queries on Graph Databases	2014	SIGMOD	5.2165029e-05
6,644	Query Refinement for Diversity Constraint Satisfaction	2024	VLDB	4.973836e-05
7,267	Top-K Structural Diversity Search in Large Networks	2013	VLDB	4.7771943e-05
7,957	Diverse and Proportional Size-l Object Summaries for Keyword Search	2015	SIGMOD	4.6089395e-05
8,028	Diversity-Aware Top-k Publish/Subscribe for Text Stream	2015	SIGMOD	4.5985485e-05
9,106	TED: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database	2023	SIGMOD	4.3909979e-05
12,077	POIKILO: A Tool for Evaluating the Results of Diversification Models and Algorithms.	2013	VLDB	4.1905499e-05
12,107	Efficient Indexing for Diverse Query Results	2013	VLDB	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 4 of 4 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
8	Optimal Aggregation Algorithms for Middleware [Extended Abstract]	2001	PODS	0.0015436578
1,453	Keyword Proximity Search in Complex Data Graphs	2008	SIGMOD	0.00011921738
2,014	IO-Top-k: Index-access Optimized Top-k Query Processing	2006	VLDB	9.7982231e-05
8,552	What's on the Grapevine ?	2009	SIGMOD	4.4893996e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
10,007	Query Answering Under Volume-Based Diversity Functions	2026	PODS	4.1905499e-05
7,083	RC-Index: Diversifying Answers to Range Queries	2018	VLDB	4.8331444e-05
2,474	Top-k Bounded Diversification	2012	SIGMOD	8.6956353e-05
13,175	DiversiNews: Enriching News Consumption with Relevant Yet Diverse News Articles Retrieval	2024	VLDB	-
1,984	DisC Diversity: Result Diversification based on Dissimilarity and Coverage	2013	VLDB	9.8645751e-05
4,060	On the Complexity of Query Result Diversification	2013	VLDB	6.4840236e-05
4,172	DivDB: A System for Diversifying Query Results	2011	VLDB	6.3790227e-05
12,107	Efficient Indexing for Diverse Query Results	2013	VLDB	4.1905499e-05
3,942	Efficient Diversification of Web Search Results	2011	VLDB	6.6072828e-05
1,435	Diversifying Top-K Results	2012	VLDB	0.00011981694