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A day at the races : using best arm identification algorithms to reduce the cost of information retrieval user studies

URN to cite this document:
urn:nbn:de:bvb:355-epub-493475
DOI to cite this document:
10.5283/epub.49347
Losada, D. E. ; Elsweiler, David ; Harvey, M. ; Trattner, C.
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License: Creative Commons Attribution 4.0
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Date of publication of this fulltext: 04 Oct 2021 11:59


Abstract

Two major barriers to conducting user studies are the costs involved in recruiting participants and researcher time in performing studies. Typical solutions are to study convenience samples or design studies that can be deployed on crowd-sourcing platforms. Both solutions have benefits but also drawbacks. Even in cases where these approaches make sense, it is still reasonable to ask whether we ...

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