RSTutorials: A Curated List of Must-read Papers on Recommender System.

QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)

Some algorithms about traditional and social recommendation.

Summary of social recommendation papers and codes

A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)

Graph Neural Network based Social Recommendation Model. SIGIR2019.

Must-read Papers for Recommender Systems (RS)

The collection of papers about recommender system

[CIKM'2024] "RecDiff: Diffusion Model for Social Recommendation"

Item Silk Road: Recommending Items from Information Domains to Social Users, SIGIR2017

Code and data for ECML-PKDD paper "Social Influence Attentive Neural Network for Friend-Enhanced Recommendation"

[IJCAI'2023] "DSL: Denoised Self-Augmented Learning for Social Recommendation"

The official implementation of "Robust Preference-Guided Denoising for Graph based Social Recommendation" (WWW'23)

Probabilistic Matrix Factorization with Social Trust for Recommendation (Ma et al. SIGIR 2009)

[ICDE'23] "DGNN: Disentangled Graph Social Recommendation"

Code for "Content-Based Social Recommendation with Poisson Matrix Factorization" (ECML-PKDD 2017)

Social Recommendation with an Essential Preference Space (AAAI 2018)

This is our Tensorflow implementation for "Social Collaborative Mutual Learning for Item Recommendation" (SCML) TKDD 2020.

Multi-domain social recommender system • University project • 2018 - Web & Social information extraction - MSc in Computer Science, II year