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Krämer, Bastian ; Nagl, Cathrine ; Stang, Moritz ; Schäfers, Wolfgang

Explainable AI in a real estate context – Exploring the determinants of residential real estate values

Krämer, Bastian, Nagl, Cathrine, Stang, Moritz and Schäfers, Wolfgang (2023) Explainable AI in a real estate context – Exploring the determinants of residential real estate values. Journal of Housing Research 32 (2), pp. 204-245.

Date of publication of this fulltext: 11 Jun 2026 08:18
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Item typeArticle
Journal or Publication TitleJournal of Housing Research
Publisher:Taylor & Francis
Volume:32
Number of Issue or Book Chapter:2
Page Range:pp. 204-245
DateFebruary 2023
InstitutionsBusiness, Economics and Information Systems > Institut für Immobilienenwirtschaft / IRE|BS > Lehrstuhl für Immobilienmanagement (Prof. Dr. Wolfgang Schäfers)
Business, Economics and Information Systems > Institut für Immobilienenwirtschaft / IRE|BS
Identification Number
ValueType
10.1080/10527001.2023.2170769DOI
KeywordsHousing market, machine learning, explainable AI, feature importance, ALE plots
Dewey Decimal Classification300 Social sciences > 330 Economics
StatusPublished
RefereedYes, this version has been refereed
Created at the University of RegensburgYes
Item ID79580

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