Using Supervised Machine Learning in Automated Content Analysis: An Example Using Relational Uncertainty

The goal of this research is to make progress towards using supervised machine learning for automated content analysis dealing with complex interpretations of text. For Step 1, two humans coded a sub-sample of online forum posts for relational uncertainty. For Step 2, we evaluated reliability, in wh...

Full description

Bibliographic Details

Published in:	Communication methods and measures Vol. 13; no. 4; pp. 287 - 304
Main Authors:	Pilny, Andrew, McAninch, Kelly, Slone, Amanda, Moore, Kelsey
Format:	Journal Article
Language:	English
Published:	Philadelphia Routledge 02.10.2019 Taylor & Francis Ltd
Subjects:	Artificial intelligence Automation Content analysis Machine learning Personal communication Reliability analysis Uncertainty
ISSN:	1931-2458, 1931-2466
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!