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

DOI to cite this document:
10.5283/epub.45306
Hausler, Jochen ; Ruscheinsky, Jessica ; Lang, Marcel
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Date of publication of this fulltext: 24 Mar 2021 10:01


Abstract

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 ...

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