Comparing Automatic and Human Evaluation of Local Explanations for Text Classification Jun 1, 2018 General Classification Recommendation Systems
— Unverified Combining Deep Learning and Topic Modeling for Review Understanding in Context-Aware Recommendation Jun 1, 2018 Clustering Collaborative Filtering
— Unverified Document-based Recommender System for Job Postings using Dense Representations Jun 1, 2018 Document Embedding Recommendation Systems
— Unverified Modeling Cognitive Processes in Social Tagging to Improve Tag Recommendations May 30, 2018 Collaborative Filtering Descriptive
— Unverified "How to rate a video game?" - A prediction system for video games based on multimodal information May 29, 2018 Recommendation Systems
— Unverified CoupleNet: Paying Attention to Couples with Coupled Attention for Relationship Recommendation May 29, 2018 Deep Learning Recommendation Systems
— Unverified A Sequential Embedding Approach for Item Recommendation with Heterogeneous Attributes May 28, 2018 Attribute Recommendation Systems
— Unverified Nonlinear Inductive Matrix Completion based on One-layer Neural Networks May 26, 2018 Clustering Matrix Completion
— Unverified A Hybrid Approach to Music Playlist Continuation Based on Playlist-Song Membership May 24, 2018 Collaborative Filtering Recommendation Systems
— Unverified Learning Contextual Bandits in a Non-stationary Environment May 23, 2018 Multi-Armed Bandits Recommendation Systems
Code Code Available Addressing the Item Cold-start Problem by Attribute-driven Active Learning May 23, 2018 Active Learning Attribute
— Unverified Counterfactual Mean Embeddings May 22, 2018 Causal Inference counterfactual
Code Code Available Learning to Optimize via Wasserstein Deep Inverse Optimal Control May 22, 2018 Generative Adversarial Network Recommendation Systems
— Unverified MARS: Memory Attention-Aware Recommender System May 18, 2018 Recommendation Systems
— Unverified Leveraging Social Signal to Improve Item Recommendation for Matrix Factorization May 17, 2018 Recommendation Systems
— Unverified NPE: Neural Personalized Embedding for Collaborative Filtering May 17, 2018 Collaborative Filtering Recommendation Systems
Code Code Available Faithfully Explaining Rankings in a News Recommender System May 14, 2018 News Recommendation Recommendation Systems
— Unverified Collaborative Item Embedding Model for Implicit Feedback Data May 14, 2018 Collaborative Filtering model
— Unverified A Unified Knowledge Representation and Context-aware Recommender System in Internet of Things May 10, 2018 Recommendation Systems
— Unverified Learning Heterogeneous Knowledge Base Embeddings for Explainable Recommendation May 9, 2018 Collaborative Filtering Explainable Recommendation
Code Code Available NeuRec: On Nonlinear Transformation for Personalized Ranking May 8, 2018 Recommendation Systems
— Unverified Deep Reinforcement Learning for Page-wise Recommendations May 7, 2018 Deep Reinforcement Learning Recommendation Systems
— Unverified Image Based Fashion Product Recommendation with Deep Learning May 6, 2018 Deep Learning Product Recommendation
— Unverified Equity of Attention: Amortizing Individual Fairness in Rankings May 4, 2018 Fairness Recommendation Systems
— Unverified RECS: Robust Graph Embedding Using Connection Subgraphs May 3, 2018 General Classification Graph Embedding
— Unverified A Large Multilingual and Multi-domain Dataset for Recommender Systems May 1, 2018 Collaborative Filtering Recommendation Systems
— Unverified A Missing Information Loss function for implicit feedback datasets Apr 30, 2018 Denoising Recommendation Systems
— Unverified Explainable Recommendation: A Survey and New Perspectives Apr 30, 2018 Explainable Recommendation Persuasiveness
— Unverified Collaborative Memory Network for Recommendation Systems Apr 29, 2018 Collaborative Filtering Recommendation Systems
Code Code Available Offline Evaluation of Ranking Policies with Click Models Apr 27, 2018 Recommendation Systems
— Unverified From product recommendation to cyber-attack prediction: Generating attack graphs and predicting future attacks Apr 26, 2018 Management Product Recommendation
— Unverified A multi-level collaborative filtering method that improves recommendations Apr 24, 2018 Collaborative Filtering Decision Making
— Unverified Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Rate Apr 21, 2018 Click-Through Rate Prediction Recommendation Systems
Code Code Available Expert Finding in Community Question Answering: A Review Apr 21, 2018 Community Question Answering Ensemble Learning
— Unverified CoNet: Collaborative Cross Networks for Cross-Domain Recommendation Apr 18, 2018 Recommendation Systems Transfer Learning
Code Code Available A Boosting Framework of Factorization Machine Apr 17, 2018 Recommendation Systems
— Unverified LCMR: Local and Centralized Memories for Collaborative Filtering with Unstructured Text Apr 17, 2018 Articles Collaborative Filtering
— Unverified Binary Matrix Factorization via Dictionary Learning Apr 16, 2018 Dictionary Learning Model Selection
— Unverified Regularized Singular Value Decomposition and Application to Recommender System Apr 13, 2018 BIG-bench Machine Learning Recommendation Systems
— Unverified DeepFM: An End-to-End Wide & Deep Learning Framework for CTR Prediction Apr 12, 2018 Click-Through Rate Prediction Feature Engineering
Code Code Available Predicting Twitter User Socioeconomic Attributes with Network and Language Information Apr 11, 2018 Recommendation Systems
Code Code Available The Bibliotelemetry of Information and Environment: an Evaluation of IoT-Powered Recommender Systems Mar 29, 2018 Recommendation Systems
— Unverified Collaborative Filtering with Topic and Social Latent Factors Incorporating Implicit Feedback Mar 26, 2018 Collaborative Filtering Recommendation Systems
— Unverified Improving incremental recommenders with online bagging Mar 26, 2018 Recommendation Systems
— Unverified Learning Recommendations While Influencing Interests Mar 23, 2018 Recommendation Systems
— Unverified Current Challenges and Visions in Music Recommender Systems Research Mar 21, 2018 Recommendation Systems
— Unverified Product Characterisation towards Personalisation: Learning Attributes from Unstructured Data to Recommend Fashion Products Mar 20, 2018 Recommendation Systems
— Unverified Learning over Knowledge-Base Embeddings for Recommendation Mar 17, 2018 Collaborative Filtering Recommendation Systems
Code Code Available Similar but Different: Exploiting Users' Congruity for Recommendation Systems Mar 16, 2018 Recommendation Systems Sociology
— Unverified Binary Matrix Completion Using Unobserved Entries Mar 13, 2018 General Classification Matrix Completion
— Unverified 