Taxonomic Recommendations of Real Estate Properties with Textual Attribute Information

In this extended abstract, we present an end to end approach for building a taxonomy of home attribute terms that enables hierarchical recommendations of real estate properties. We cover the methodology for building a real-estate taxonomy, metrics for measuring this structure's quality, and the...

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Bibliographic Details
Published in:arXiv.org 2022-10
Main Authors: Harrison, Zachary, Khazane, Anish
Format: Article
Language:English
Subjects:
Real estate
Taxonomy
Online Access:Get full text
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Summary:In this extended abstract, we present an end to end approach for building a taxonomy of home attribute terms that enables hierarchical recommendations of real estate properties. We cover the methodology for building a real-estate taxonomy, metrics for measuring this structure's quality, and then conclude with a production use-case of making recommendations from search keywords at different levels of topical similarity.
ISSN:2331-8422