Simon Dooms

According to our database, Simon Dooms authored at least 26 papers between 2010 and 2016.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2016

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

2015

Online optimization for user-specific hybrid recommender systems.

Simon Dooms, Toon De Pessemier, Luc Martens

Multim. Tools Appl., 2015

Offline optimization for user-specific hybrid recommender systems.

Simon Dooms, Toon De Pessemier, Luc Martens

Multim. Tools Appl., 2015

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

Context-aware recommendations through context and activity recognition in a mobile environment.

Toon De Pessemier, Simon Dooms, Luc Martens

Multim. Tools Appl., 2014

Comparison of group recommendation algorithms.

Toon De Pessemier, Simon Dooms, Luc Martens

Multim. Tools Appl., 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

In-memory, distributed content-based recommender system.

Simon Dooms, Pieter Audenaert, Jan Fostier, Toon De Pessemier, Luc Martens

J. Intell. Inf. Syst., 2014

Mining cross-domain rating datasets from structured data on twitter.

Simon Dooms, Toon De Pessemier, Luc Martens

Proceedings of the 23rd International World Wide Web Conference, 2014

Recommender systems challenge 2014.

Alan Said, Simon Dooms, Babak Loni, Domonkos Tikk

Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Improving IMDb Movie Recommendations with Interactive Settings and Filters.

Simon Dooms, Toon De Pessemier, Luc Martens

Proceedings of the Poster Proceedings of the 8th ACM Conference on Recommender Systems, 2014

2013

Context and Activity Recognition for Personalized Mobile Recommendations.

Toon De Pessemier, Simon Dooms, Kris Vanhecke, Bart Matté, Ewout Meyns, Luc Martens

Proceedings of the Web Information Systems and Technologies - 9th International Conference, 2013

Context-aware Recommendations through Activity Recognition.

Toon De Pessemier, Simon Dooms, Kris Vanhecke, Bart Matté, Ewout Meyns, Luc Martens

Proceedings of the WEBIST 2013, 2013

Caching Strategies for In-memory Neighborhood-based Recommender Systems.

Simon Dooms, Toon De Pessemier, Luc Martens

Proceedings of the WEBIST 2013, 2013

Social Recommendations for Events.

Toon De Pessemier, Jeroen Minnaert, Kris Vanhecke, Simon Dooms, Luc Martens

Proceedings of the Fifth ACM RecSys Workshop on Recommender Systems and the Social Web co-located with the 7th ACM Conference on Recommender Systems (RecSys 2013), 2013

A food recommender for patients in a care facility.

Toon De Pessemier, Simon Dooms, Luc Martens

Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

An Improved Data Aggregation Strategy for Group Recommendations.

Toon De Pessemier, Simon Dooms, Luc Martens

Proceedings of the 3rd Workshop on Human Decision Making in Recommender Systems in conjunction with the 7th ACM Conference on Recommender Systems (RecSys 2013), 2013

Dynamic generation of personalized hybrid recommender systems.

Simon Dooms

Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

2012

Design and evaluation of a group recommender system.

Toon De Pessemier, Simon Dooms, Luc Martens

Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

2011

Content-based Recommendation Algorithms on the Hadoop MapReduce Framework.

Toon De Pessemier, Kris Vanhecke, Simon Dooms, Luc Martens

Proceedings of the WEBIST 2011, 2011

An Event Distribution Platform for Recommending Cultural Activities.

Toon De Pessemier, Sam Coppens, Erik Mannens, Simon Dooms, Luc Martens, Kristof Geebelen

Proceedings of the WEBIST 2011, 2011

An Online Evaluation of Explicit Feedback Mechanisms for Recommender Systems.

Simon Dooms, Toon De Pessemier, Luc Martens

Proceedings of the WEBIST 2011, 2011

A File-Based Approach for Recommender Systems in High-Performance Computing Environments.

Simon Dooms, Toon De Pessemier, Luc Martens

Proceedings of the 2011 Database and Expert Systems Applications, 2011

2010

Extending User Profiles in Collaborative Filtering Algorithms to Alleviate the Sparsity Problem.

Toon De Pessemier, Kris Vanhecke, Simon Dooms, Tom Deryckere, Luc Martens

Proceedings of the Web Information Systems and Technologies - 6th International Conference, 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

Proceedings of the WEBIST 2010, 2010

Time dependency of data quality for collaborative filtering algorithms.

Toon De Pessemier, Simon Dooms, Tom Deryckere, Luc Martens

Proceedings of the 2010 ACM Conference on Recommender Systems, 2010