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We describe CrowdLogging, an approach for distributed search log collection, storage, and mining, with the dual goals of preserving privacy and making the mined information broadly available. ... Most search log mining approaches and most privacy enhancing schemes have focused on centralized search logs and methods for disseminating them to third parties. ... CONCLUSIONS We presented a novel framework for collecting, storing, and mining search logs in a distributed, private, and anonymous manner called CrowdLogging. ...doi:10.1145/2009916.2009969 dblp:conf/sigir/FeildAG11 fatcat:nhhlihlzpvf63hscnckp4s7wcu
Crowdlogging: distributed, private, and anonymous search logging. ... A model to estimate intrinsic document relevance from the clickthrough logs of a web search engine. ...doi:10.1561/1500000051 fatcat:gzskufswxjdpxe2ordm223vy7e
Finally, our theoretical analysis and experimental evaluation showed that the PPDAF could achieve Nash equilibrium between privacy and utility. ... Through our analysis, differential privacy and local differential privacy cannot achieve Nash equilibrium between privacy and utility for mobile service based multiuser collaboration, which is multiuser ... Allan J., and Glatt J., "CrowdLogging: Distributed, Private, and Anonymous Search Logging," in Proceeding of 33 rd Annual ACM SIGIR Conference on Research & Development on Information Retrieval, Geneva ...doi:10.34028/iajit/17/4/3 fatcat:sdwl7gy2fvetxgogy7szmaet3y