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VIRLab: A Platform for Privacy-Preserving Evaluation for Information Retrieval Models

Hui Fang, ChengXiang Zhai
2014 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval  
In this paper, we discuss one potential solution to the privacy-preserving evaluation (PPE) for IR models.  ...  Information retrieval (IR) has been a highly empirical discipline since the very beginning of the field.  ...  Multi-level privacy-preserving result delivery: The VIRLab system provides a leaderboard for each data collection, which displays the evaluation results for well performed retrieval functions.  ... 
dblp:conf/sigir/FangZ14a fatcat:v3z4enz545epxhre6iy7ioklty

Evaluation in Contextual Information Retrieval

Lynda Tamine, Mariam Daoud
2018 ACM Computing Surveys  
While evaluation is central and has a long history in information retrieval, it faces the big challenge of designing an appropriate methodology that embeds the context into evaluation settings.  ...  More specifically, t his s urvey a rticle a ims t o fill tw o ma in ga ps in th e li terature: Fi rst, it provides a critical summary and comparison of existing contextual information retrieval evaluation  ...  -Social search: The widespread adoption of social platforms by users has renewed the problem of data privacy particularly because users naturally share information using these platforms and that information  ... 
doi:10.1145/3204940 fatcat:qzvhpa6rlvhh5hrsbblhiulwvy