As many other research laboratories around the world, one of the most precious resources is information. Methods and algorithms often need datasets in order to be tested or executed. Publicly available real life datasets are rare because companies and institutions want to protect their dataset's value or the privacy of their users. In order to better manage and publish the KDD Lab's datasets we decided to define a collection of metadata fields to describe the datasets build a dataset census in order to collect the metadata about KDD Lab's datasets part of the information collected can be published on the website.
KDD Lab: datasets metadata census
Romano V
2015
Abstract
As many other research laboratories around the world, one of the most precious resources is information. Methods and algorithms often need datasets in order to be tested or executed. Publicly available real life datasets are rare because companies and institutions want to protect their dataset's value or the privacy of their users. In order to better manage and publish the KDD Lab's datasets we decided to define a collection of metadata fields to describe the datasets build a dataset census in order to collect the metadata about KDD Lab's datasets part of the information collected can be published on the website.File | Dimensione | Formato | |
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