README.md

metadata

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: $$U=w_{user}\cdot S_{pref}+w_{fair}\cdot S_{fairness}-w_{env}\cdot C_{pressure}U\; =\; w\_\{user\}\; \backslash cdot\; S\_\{pref\}\; +\; w\_\{fair\}\; \backslash cdot\; S\_\{fairness\}\; -\; w\_\{env\}\; \backslash cdot\; C\_\{pressure\}$$ subject to strict capacity constraint filters.