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group-recommendation-system

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RozaAbolghasemi / Group_Recommendation_Syatem_GcPp_clustering

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A Jupyter notebook for a project centered around 'Group Recommendation Systems (GRS)' utilizing the 'GcPp' clustering approach.

data-science machine-learning deep-learning graph clustering decision-making pytorch neural-networks recommendation-system recommender-system pairwise-preferences pairwise-comparison pairwise-distances group-recommendations graph-convolutional-network graph-edit-distance group-decision-making group-recommender singnn group-recommendation-system
  • Updated Mar 5, 2024
  • Jupyter Notebook

RozaAbolghasemi / Predicting-missing-pairwise-preferences-in-GDM

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Predicting missing pairwise preferences from similarity features in group decision making and group recommendation system

data-science machine-learning decision-making matrix-factorization ranking bpr recommendation-system recommender-system recommender-systems pairwise-preferences pairwise-comparison mpr missing-values group-recommendations missing-value-imputation group-decision-making fuzzy-preference-relations group-recommender group-recommender-systems group-recommendation-system
  • Updated Mar 5, 2024
  • Python

RozaAbolghasemi / GRS_Personality_PairwiseComparison

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A personality-aware group recommendation system based on pairwise preferences

data-science machine-learning decision-making consensus matrix-factorization ranking bpr recommendation-system recommender-system recommender-systems pairwise-preferences personality-traits pairwise-comparison bayesian-personalized-ranking group-decision-making group-recommender-systems group-recommendation-system
  • Updated Mar 5, 2024
  • Python

RozaAbolghasemi / User_Contribution_GRS

Star 2

Two Group Recommendation Approaches based on the Contribution of the Users and Pairwise Preferences

data-science machine-learning decision-making generative-adversarial-network recommendation-system recommender-system generative-adversarial-networks pairwise-preferences pairwise-comparison group-recommendations shapley-value shapley-values clustering-users group-decision-making user-contribution group-recommender group-recommender-systems group-recommendation-system user-diversity wonderful-life-utility
  • Updated Aug 1, 2024
  • Python

RozaAbolghasemi / Shaply_GRS

Star 1

Group Recommendation Systems with Diversity-based Clustering and Game Theory

diversity data-science machine-learning clustering decision-making matrix-factorization recommendation-system game-theory pairwise-preferences graph-convolutional-networks gcn grouping pairwise-comparison group-recommendations determinantal-point-processes shapley-value shapley-values user-contribution group-recommender-systems group-recommendation-system
  • Updated Aug 1, 2024
  • Jupyter Notebook

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