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

Forskningsoutput: Kapitel i bok/rapport/Conference proceedingKapitel samlingsverk

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?.

Detaljer

Författare
Enheter & grupper
Externa organisationer
  • Linköping University
  • Göteborgs universitet
  • Region Blekinge
Forskningsområden

Ämnesklassifikation (UKÄ) – OBLIGATORISK

  • Psykologi (exklusive tillämpad psykologi)
Originalspråkengelska
Titel på värdpublikationStatistical Semantics
Undertitel på gästpublikationMethods and Applications
FörlagSpringer International Publishing
Sidor73-86
Antal sidor14
ISBN (elektroniskt)9783030372507
ISBN (tryckt)9783030372491
StatusPublished - 2020
PublikationskategoriForskning
Peer review utfördJa