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language: en
license: mit
tags:
- explainable-ai
- multi-objective
- recommender-system
datasets:
- MahdiFattahi/synthetic-multi-stakeholder-recommendation-scenarios
---
# ⚖️ Explainable Multi-Stakeholder Recommender
A multi-objective decision system balancing user preferences, merchant fairness, and environmental constraints.
## Technical formulation
Generates ranked items by maximizing the weighted utility score:
$$U = w_{user} \cdot S_{pref} + w_{fair} \cdot S_{fairness} - w_{env} \cdot C_{pressure}$$
subject to strict capacity constraint filters.
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