From Data Quality to Data Reduction for a Sustainable Future: Course 2

Due to the rate in which we are currently collecting and storing data, organisations often run our of space and need to discard part of the data they have in order to accomodate new. The main and most challenging task in order to do so is to decide the value of the different parts of the data so that one may get rid of the one with the lowest value. In this lecture we will discuss the different methods that can be used for that purpose and we will investigate, what to use and when.

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Publication Details

Published
2025-06-30
DOI
https://doi.org/10.1145/3769394.3769406
Primary Topic
Data Quality and Management
Type
article
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article

From Data Quality to Data Reduction for a Sustainable Future: Course 2

Yannis Velegrakis
Data Quality and Management
article

From Data Quality to Data Reduction for a Sustainable Future: Course 2

Yannis Velegrakis
article en

Abstract

Due to the rate in which we are currently collecting and storing data, organisations often run our of space and need to discard part of the data they have in order to accomodate new. The main and most challenging task in order to do so is to decide the value of the different parts of the data so that one may get rid of the one with the lowest value. In this lecture we will discuss the different methods that can be used for that purpose and we will investigate, what to use and when.

University of Applied Sciences Utrecht (NL)
Openalex Percentile: Top 68%
Data Quality and Management
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From Data Quality to Data Reduction for a Sustainable Future: Course 2 — Yannis Velegrakis · (2025) | TGRS Research Map | TGRS