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

DOI zum Zitieren dieses Dokuments:: 10.5283/epub.45306

Hausler, Jochen ; Ruscheinsky, Jessica ; Lang, Marcel

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Veröffentlichungsdatum dieses Volltextes: 24 Mrz 2021 10:01

Alternative Links zum Volltext:DOI Verlag

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Zusammenfassung

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 ...