Real life, real users, and real needs: a study and analysis of user queries on the web
Information Processing and Management: an International Journal
Agglomerative clustering of a search engine query log
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Protecting Respondents' Identities in Microdata Release
IEEE Transactions on Knowledge and Data Engineering
Practical Data-Oriented Microaggregation for Statistical Disclosure Control
IEEE Transactions on Knowledge and Data Engineering
k-anonymity: a model for protecting privacy
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
An analysis of web searching by European AlltheWeb.com users
Information Processing and Management: an International Journal
A temporal comparison of AltaVista Web searching: Research Articles
Journal of the American Society for Information Science and Technology
Ordinal, Continuous and Heterogeneous k-Anonymity Through Microaggregation
Data Mining and Knowledge Discovery
InfoScale '06 Proceedings of the 1st international conference on Scalable information systems
Temporal analysis of a very large topically categorized Web query log
Journal of the American Society for Information Science and Technology
On anonymizing query logs via token-based hashing
Proceedings of the 16th international conference on World Wide Web
Improving search engines by query clustering
Journal of the American Society for Information Science and Technology
"I know what you did last summer": query logs and user privacy
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
A survey of query log privacy-enhancing techniques from a policy perspective
ACM Transactions on the Web (TWEB)
Releasing search queries and clicks privately
Proceedings of the 18th international conference on World wide web
Constrained Microaggregation: Adding Constraints for Data Editing
Transactions on Data Privacy
Tree-Based Microaggregation for the Anonymization of Search Logs
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Effective anonymization of query logs
Proceedings of the 18th ACM conference on Information and knowledge management
Privacy-preserving query log mining for business confidentiality protection
ACM Transactions on the Web (TWEB)
Information Sciences: an International Journal
The effect of homogeneity on the computational complexity of combinatorial data anonymization
Data Mining and Knowledge Discovery
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The anonymization of query logs is an important process that needs to be performed prior to the publication of such sensitive data. This ensures the anonymity of the users in the logs, a problem that has been already found in released logs from well known companies. This paper presents the anonymization of query logs using microaggregation. Our proposal ensures the k-anonymity of the users in the query log, while preserving its utility. We provide the evaluation of our proposal in real query logs, showing the privacy and utility achieved, as well as providing estimations for the use of such data in data mining processes based on clustering.