Session-aware recommendation: A surprising quest for the state-of-the-art

Session-aware news recommendations using random walks on time-evolving heterogeneous information networks

(2020) Panagiotis Symeonidis et al.   USER MODELING AND USER-ADAPTED INTERACTION

Threats of a replication crisis in empirical computer science

(2020) Andy Cockburn et al.   COMMUNICATIONS OF THE ACM

Empirical analysis of session-based recommendation algorithms

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

Sequence-Aware Recommender Systems

(2018) Massimo Quadrana et al.   ACM COMPUTING SURVEYS

Statistical and Machine Learning forecasting methods: Concerns and ways forward

(2018) Spyros Makridakis et al.   PLoS One

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

Session-aware music recommendation via a generative model approach

(2016) Zhao-quan Cai et al.   SOFT COMPUTING

Time-aware recommender systems: a comprehensive survey and analysis of existing evaluation protocols

(2013) Pedro G. Campos et al.   USER MODELING AND USER-ADAPTED INTERACTION

Improving Aggregate Recommendation Diversity Using Ranking-Based Techniques

(2011) G. Adomavicius et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING