Real Estategraph-based prediction with structural representation learningvalidated research prototype on real rental housing data; not described as a production deployment.

GCN-based rental valuation from apartment floor plans

The system reads apartment floor plans, turns room connections into a graph, and learns which layouts tend to command higher rent.

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Executive Brief

Business Problem Solved

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Value Drivers

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Technical Analysis

Model Strategy

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Data Strategy

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Market Signal

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Key Competitors

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Part of Application

GeoValue IQ

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Source

https://arxiv.org/abs/2303.13568