Sequential Diversification with Provable Guarantees

Diversification is a useful tool for exploring large collections of information items. It has been used to reduce redundancy and cover multiple perspectives in information-search settings. Diversification finds applications in many different domains, including presenting search results of information-retrieval systems and selecting suggestions for recommender systems.

Authors

Institutions

Publication Details

Published
2025-02-26
DOI
https://doi.org/10.1145/3701551.3703531
Primary Topic
Computability, Logic, AI Algorithms
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Sequential Diversification with Provable Guarantees

Sijing Tu, Aristides Gionis, Honglian Wang
Computability, Logic, AI Algorithms
article

Sequential Diversification with Provable Guarantees

Sijing Tu, Aristides Gionis, Honglian Wang
article en

Abstract

Diversification is a useful tool for exploring large collections of information items. It has been used to reduce redundancy and cover multiple perspectives in information-search settings. Diversification finds applications in many different domains, including presenting search results of information-retrieval systems and selecting suggestions for recommender systems.

KTH Royal Institute of Technology (SE)
Openalex Percentile: Top 95%
Computability, Logic, AI Algorithms
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Sequential Diversification with Provable Guarantees — Sijing Tu, Aristides Gionis, et al. · (2025) | TGRS Research Map | TGRS