News-Based Sentiment Analysis in Real Estate: A Machine-Learning Approach

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

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Abstract

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