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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
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