Responsible Analytics

I review some trade-offs between deriving insight from the data and protecting its confidentiality. Then, I review a few techniques that have enabled significant progress in this topic and have matured in recent years.

Authors

Publication Details

Published
2024-11-25
DOI
https://doi.org/10.22323/1.451.0023
Primary Topic
Big Data and Business Intelligence
Type
article
Field-Weighted Citation Impact
0.00
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article

Responsible Analytics

Luigi Scorzato
Big Data and Business Intelligence
article

Responsible Analytics

Luigi Scorzato
article en

Abstract

I review some trade-offs between deriving insight from the data and protecting its confidentiality. Then, I review a few techniques that have enabled significant progress in this topic and have matured in recent years.

Openalex Percentile: Top 67%
Big Data and Business Intelligence
DOIOpen Access PDFOpenAlex
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Responsible Analytics — Luigi Scorzato · (2024) | TGRS Research Map | TGRS