Go to content
UR Home

News-Based Sentiment Analysis in Real Estate: A Machine-Learning Approach Via Support Vector Networks

DOI to cite this document:
Hausler, Jochen ; Ruscheinsky, Jessica ; Lang, Marcel
[img]PDF - Published Version
(2MB) - Repository staff only
Date of publication of this fulltext: 24 Mar 2021 10:01


This paper examines the relationship between news-based sentiment, captured through a machine learning approach, and the US securitised and direct commercial real estate markets. Thus, we contribute to the literature on text-based sentiment analysis in real estate by creating and testing various sentiment measures by utilising trained support vector networks. Using a vector autoregressive ...


Owner only: item control page
  1. Homepage UR

University Library

Publication Server


Publishing: oa@ur.de
0941 943 -4239 or -69394

Dissertations: dissertationen@ur.de
0941 943 -3904

Research data: daten@ur.de
0941 943 -4239

Contact persons