Time dependency of data quality for collaborative filtering algorithms. - Toon De Pessemier; Simon Dooms; Tom Deryckere; Luc Martens (RecSys, 2010)

Probability-based Extended Profile Filtering - An Advanced Collaborative Filtering Algorithm for User-generated Content. - Toon De Pessemier; Kris Vanhecke; Simon Dooms; Tom Deryckere; Luc Martens (WEBIST (1), 2010)

Extending User Profiles in Collaborative Filtering Algorithms to Alleviate the Sparsity Problem. - Toon De Pessemier; Kris Vanhecke; Simon Dooms; Tom Deryckere; Luc Martens (WEBIST (Selected Papers), 2010)

A File-Based Approach for Recommender Systems in High-Performance Computing Environments. - Simon Dooms; Toon De Pessemier; Luc Martens (DEXA Workshops, 2011)

An Online Evaluation of Explicit Feedback Mechanisms for Recommender Systems. - Simon Dooms; Toon De Pessemier; Luc Martens (WEBIST, 2011)

An Event Distribution Platform for Recommending Cultural Activities. - Toon De Pessemier; Sam Coppens; Erik Mannens; Simon Dooms; Luc Martens; Kristof Geebelen (WEBIST, 2011)

Content-based Recommendation Algorithms on the Hadoop MapReduce Framework. - Toon De Pessemier; Kris Vanhecke; Simon Dooms; Luc Martens (WEBIST, 2011)

Design and evaluation of a group recommender system. - Toon De Pessemier; Simon Dooms; Luc Martens (RecSys, 2012)

Dynamic generation of personalized hybrid recommender systems. - Simon Dooms (RecSys, 2013)

An Improved Data Aggregation Strategy for Group Recommendations. - Toon De Pessemier; Simon Dooms; Luc Martens (Decisions@RecSys, 2013)

A food recommender for patients in a care facility. - Toon De Pessemier; Simon Dooms; Luc Martens (RecSys, 2013)

Social Recommendations for Events. - Toon De Pessemier; Jeroen Minnaert; Kris Vanhecke; Simon Dooms; Luc Martens (RSWeb@RecSys, 2013)

Caching Strategies for In-memory Neighborhood-based Recommender Systems. - Simon Dooms; Toon De Pessemier; Luc Martens (WEBIST, 2013)

Context-aware Recommendations through Activity Recognition. - Toon De Pessemier; Simon Dooms; Kris Vanhecke; Bart Matté; Ewout Meyns; Luc Martens (WEBIST, 2013)

Context and Activity Recognition for Personalized Mobile Recommendations. - Toon De Pessemier; Simon Dooms; Kris Vanhecke; Bart Matté; Ewout Meyns; Luc Martens (WEBIST (Selected Papers), 2013)

Improving IMDb Movie Recommendations with Interactive Settings and Filters. - Simon Dooms; Toon De Pessemier; Luc Martens (RecSys Posters, 2014)

Recommender systems challenge 2014. - Alan Said; Simon Dooms; Babak Loni; Domonkos Tikk (RecSys, 2014)

Mining cross-domain rating datasets from structured data on twitter. - Simon Dooms; Toon De Pessemier; Luc Martens (WWW (Companion Volume), 2014)

In-memory, distributed content-based recommender system. - Simon Dooms; Pieter Audenaert; Jan Fostier; Toon De Pessemier; Luc Martens (J. Intell. Inf. Syst., 2014)

OMUS: an optimized multimedia service for the home environment. - Simon Dooms; Toon De Pessemier; Dieter Verslype; Jelle Nelis; Jonas De Meulenaere; Wendy Van den Broeck; Luc Martens; Chris Develder (Multim. Tools Appl., 2014)

Comparison of group recommendation algorithms. - Toon De Pessemier; Simon Dooms; Luc Martens (Multim. Tools Appl., 2014)

Context-aware recommendations through context and activity recognition in a mobile environment. - Toon De Pessemier; Simon Dooms; Luc Martens (Multim. Tools Appl., 2014)

"Harvesting movie ratings from structured data in social media" by Simon Dooms and Luc Martens with Ching-man Au Yeung as coordinator. - Simon Dooms; Luc Martens (SIGWEB Newsl., 2014)

Offline optimization for user-specific hybrid recommender systems. - Simon Dooms; Toon De Pessemier; Luc Martens (Multim. Tools Appl., 2015)

Online optimization for user-specific hybrid recommender systems. - Simon Dooms; Toon De Pessemier; Luc Martens (Multim. Tools Appl., 2015)

A Framework for Dataset Benchmarking and Its Application to a New Movie Rating Dataset. - Simon Dooms; Alejandro Bellogín; Toon De Pessemier; Luc Martens (ACM Trans. Intell. Syst. Technol., 2016)