Title
Utility preserving query log anonymization via semantic microaggregation.
Abstract
•A utility preserving query log anonymization method is presented.•Data semantics are considering during the whole anonymization process.•The MDAV microaggregation method is adapted to support textual set-valued data.•An evaluation using query logs from AOL and ODP as knowledge base has been performed.•Results show that our approach preserves query logs utility better than related works.
Year
DOI
Venue
2013
10.1016/j.ins.2013.04.020
Information Sciences
Keywords
Field
DocType
Privacy-preservation,Query logs,Data utility,Semantics,Microaggregation
Semantic similarity,Query optimization,Data mining,Web search query,Query language,Query expansion,Computer science,Sargable,Web query classification,Semantics
Journal
Volume
ISSN
Citations 
242
0020-0255
19
PageRank 
References 
Authors
0.62
38
4
Name
Order
Citations
PageRank
Montserrat Batet189937.20
Arnau Erola2878.22
David Sánchez339532.93
Jordi Castellà-Roca415418.81