Prediction and semantic trained scales : Examining the relationship between semantic responses to depression and worry and the corresponding rating scales
(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:
https://lup.lub.lu.se/record/1bccbccd-fb30-4b1a-8d35-3d2322fc7ff4
- author
- Kjell, Oscar N.E. LU ; Kjell, Katarina LU ; Garcia, Danilo and Sikström, Sverker LU
- organization
- publishing date
- 2020
- 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
- 2024-09-19 04:31:57
@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}}, }