A Survey on Session-based Recommender Systems

Exploiting Cross-session Information for Session-based Recommendation with Graph Neural Networks

(2020) Ruihong Qiu et al.   ACM TRANSACTIONS ON INFORMATION SYSTEMS

Research directions in session-based and sequential recommendation

(2020) Dietmar Jannach et al.   USER MODELING AND USER-ADAPTED INTERACTION

The Era of Intelligent Recommendation: Editorial on Intelligent Recommendation with Advanced AI and Learning

(2020) Shoujin Wang et al.   IEEE INTELLIGENT SYSTEMS

Empirical analysis of session-based recommendation algorithms

(2020) Malte Ludewig et al.   USER MODELING AND USER-ADAPTED INTERACTION

Reinforced FDM

(2020) Guoxin Fang et al.   ACM TRANSACTIONS ON GRAPHICS

Hierarchical Attentive Transaction Embedding With Intra- and Inter-Transaction Dependencies for Next-Item Recommendation

(2020) Shoujin Wang et al.   IEEE INTELLIGENT SYSTEMS

Deep Learning Based Recommender System

(2019) Shuai Zhang et al.   ACM COMPUTING SURVEYS

Sequence-Aware Recommender Systems

(2018) Massimo Quadrana et al.   ACM COMPUTING SURVEYS

Evaluation of session-based recommendation algorithms

(2018) Malte Ludewig et al.   USER MODELING AND USER-ADAPTED INTERACTION

Session-based item recommendation in e-commerce: on short-term intents, reminders, trends and discounts

(2017) Dietmar Jannach et al.   USER MODELING AND USER-ADAPTED INTERACTION

Inferring Implicit Rules by Learning Explicit and Hidden Item Dependency

(2017) Shoujin Wang et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Non-IID Recommender Systems: A Review and Framework of Recommendation Paradigm Shifting

(2016) Longbing Cao   Engineering

Coupling learning of complex interactions

(2015) Longbing Cao   INFORMATION PROCESSING & MANAGEMENT

Collaborative Filtering beyond the User-Item Matrix

(2014) Yue Shi et al.   ACM COMPUTING SURVEYS

Transfer learning in heterogeneous collaborative filtering domains

(2013) Weike Pan et al.   ARTIFICIAL INTELLIGENCE

A hybrid online-product recommendation system: Combining implicit rating-based collaborative filtering and sequential pattern analysis

(2012) Keunho Choi et al.   Electronic Commerce Research and Applications

Music Recommendation Based on Acoustic Features and User Access Patterns

(2009) Bo Shao et al.   IEEE Transactions on Audio Speech and Language Processing

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A hybrid of sequential rules and collaborative filtering for product recommendation

(2009) Duen-Ren Liu et al.   INFORMATION SCIENCES