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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 / User_Contribution_GRS

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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

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