hcai-mms / ProtoMF
This repository hosts the code and the additional materials for the paper "ProtoMF: Prototype-based Matrix Factorization for Effective and Explainable Recommendations" by Alessandro B. Melchiorre, Navid Rekabsaz, Christian Ganhör, and Markus Schedl at RecSys 2022.
☆10Updated 2 years ago
Alternatives and similar repositories for ProtoMF:
Users that are interested in ProtoMF are comparing it to the libraries listed below
- This repository hosts the code and the additional materials for the paper "ProtoMF: Prototype-based Matrix Factorization for Effective an…☆12Updated 2 years ago
- ☆28Updated 3 years ago
- yuan-pku / Distilling-Structured-Knowledge-into-Embeddings-for-Explainable-and-Accurate-Recommendation☆16Updated 5 years ago
- Code for "Sequential Recommendation for Cold-start Users with Meta Transitional Learning" (SIGIR2021)☆21Updated 3 years ago
- Explainable recommendation via interpretable feature mapping☆18Updated 4 years ago
- RecSys 2022 Tutorial Hands on Explainable Recommender Systems with Knowledge Graphs☆50Updated last year
- Code for the SIGIR20 paper -- Measuring and Mitigating Item Under-Recommendation Bias inPersonalized Ranking Systems☆15Updated 4 years ago
- Benchmarking of Session-based Recommendation Approaches☆30Updated 4 years ago
- Post Processing Explanations Paths in Path Reasoning Recommender Systems with Knowledge Graphs☆31Updated last year
- This is an implementation for our SIGIR 2020 paper: How to Retrain Recommender System? A Sequential Meta-Learning Method.☆45Updated last year
- Cafe: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation☆32Updated 3 years ago
- Code for the paper "Bilateral Variational Autoencoder for Collaborative Filtering", WSDM'21☆34Updated 2 years ago
- [ WSDM '19 ] Sequential Variational Autoencoders for Collaborative Filtering☆41Updated 3 years ago
- A TensorFlow implementation of SOFA, the Simulator for OFfline LeArning and evaluation.☆21Updated 4 years ago
- SIGIR'21, EXTRA: Explanation Ranking Datasets for Explainable Recommendation☆31Updated 2 months ago
- A novel dynamic recommendation model that focuses on users who have interactions in the past but turn relatively inactive recently☆14Updated 2 years ago
- Repo for paper Basket Recommendation with Multi-Intent Translation Graph Neural Network☆16Updated 3 years ago
- A curated list of awesome graph & self-supervised-learning-based recommendation.☆48Updated 3 years ago
- ☆17Updated 4 years ago
- A link to repositories with datasets useful for recommendation tasks☆19Updated last year
- Two-Sided Fairness for Personalized Recommendations in Two-Sided Platforms☆32Updated 3 years ago
- Counterfactual Explainable Recommendation☆47Updated 3 years ago
- Tutorial by Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia and Felice Antonio Merra about Adversarial Machine Learning in Recommende…☆25Updated 4 years ago
- Official implementation of the paper "Sparse Feature Factorization for Recommender Systems with Knowledge Graphs"☆21Updated 2 years ago
- Official code for the paper "Leveraging the Metapath and Entity Aware Subgraphs for Recommendation"☆40Updated 3 years ago
- ☆18Updated 3 years ago
- ☆46Updated 3 years ago
- CIKM'20, Generate Neural Template Explanations for Recommendation☆22Updated 2 months ago
- [ WSDM '22 ] On Sampling Collaborative Filtering Datasets☆20Updated 3 years ago
- ☆33Updated last year