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Prediction and semantic trained scales : Examining the relationship between semantic responses to depression and worry and the corresponding rating scales

Kjell, Oscar N.E. LU ; Kjell, Katarina LU ; Garcia, Danilo and Sikström, Sverker LU orcid (2020) p.73-86
Abstract

This chapter focuses on using the semantic representations, consisting of a number of semantic dimensions, in multiple linear regressions to predict a numerical outcome variable. We examine whether there is a statistically significant relationship between texts and numerical values. Hence, we ask the question to what extent it is possible to predict numerical (or categorical) data from text data?.

Please use this url to cite or link to this publication:
author
; ; and
organization
publishing date
type
Chapter in Book/Report/Conference proceeding
publication status
published
subject
host publication
Statistical Semantics : Methods and Applications - Methods and Applications
pages
14 pages
publisher
Springer International Publishing
external identifiers
  • scopus:85089326184
ISBN
9783030372507
9783030372491
DOI
10.1007/978-3-030-37250-7_5
language
English
LU publication?
yes
id
1bccbccd-fb30-4b1a-8d35-3d2322fc7ff4
date added to LUP
2020-08-24 08:53:56
date last changed
2024-06-12 19:18:45
@inbook{1bccbccd-fb30-4b1a-8d35-3d2322fc7ff4,
  abstract     = {{<p>This chapter focuses on using the semantic representations, consisting of a number of semantic dimensions, in multiple linear regressions to predict a numerical outcome variable. We examine whether there is a statistically significant relationship between texts and numerical values. Hence, we ask the question to what extent it is possible to predict numerical (or categorical) data from text data?.</p>}},
  author       = {{Kjell, Oscar N.E. and Kjell, Katarina and Garcia, Danilo and Sikström, Sverker}},
  booktitle    = {{Statistical Semantics : Methods and Applications}},
  isbn         = {{9783030372507}},
  language     = {{eng}},
  pages        = {{73--86}},
  publisher    = {{Springer International Publishing}},
  title        = {{Prediction and semantic trained scales : Examining the relationship between semantic responses to depression and worry and the corresponding rating scales}},
  url          = {{http://dx.doi.org/10.1007/978-3-030-37250-7_5}},
  doi          = {{10.1007/978-3-030-37250-7_5}},
  year         = {{2020}},
}