---
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.