Data learning from big data Articles
Overview
published in
- STATISTICS & PROBABILITY LETTERS Journal
publication date
- May 2018
start page
- 15
end page
- 19
volume
- 136
Digital Object Identifier (DOI)
International Standard Serial Number (ISSN)
- 0167-7152
Electronic International Standard Serial Number (EISSN)
- 1879-2103
abstract
- Technology is generating a huge and growing availability of observations of diverse nature. This big data is placing data learning as a central scientific discipline. It includes collection, storage, preprocessing, visualization and, essentially, statistical analysis of enormous batches of data. In this paper, we discuss the role of statistics regarding some of the issues raised by big data in this new paradigm and also propose the name of data learning to describe all the activities that allow to obtain relevant knowledge from this new source of information. (C) 2018 Elsevier B.V. All rights reserved.
Classification
keywords
- big data; data learning; statistics