... appraisal Valuation Machine learning Explainable AI Automated valuation models The global real estate market, a cornerstone of economic stability and growth, hinges on the accurate and timely valuation of property. However, traditional appraisal methods, often relying on expert judgement...

...Miroslav Despotovic; David Koch; Eric Stumpe; Wolfgang A. Brunauer; Matthias Zeppelzauer Purpose In this study the authors aim to outline new ways of information extraction for automated valuation models, which in turn would help to increase transparency in valuation procedures and thus contribute...