A Survey on Multi-objective Recommender Systems
Dietmar Jannach and Himan Abdollahpouri
Search & Recommendations
49 publications
March 2023 | Frontier on Big Data: Recommender Systems
March 2023 | Intelligent User Interfaces (IUI)
Enabling Goal-Focused Exploration of Podcasts in Interactive Recommender Systems
Yu Liang, Aditya Ponnada, Paul Lamere, Nediyana Daskalova
September 2022 | RecSys
Challenges in Translating Research to Practice for Evaluating Fairness & Bias in Recommendation Systems
Lex Beattie, Dan Taber, Henriette Cramer
September 2022 | RecSys
Identifying New Podcasts with High General Appeal Using a Pure Exploration Infinitely-Armed Bandit Strategy
Maryam Aziz, Jesse Anderton, Kevin Jamieson, Alice Wang, Hugues Bouchard, Javed Aslam
July 2022 | SIGIR
What Makes a Good Podcast Summary?
Rezvaneh Rezapour, Sravana Reddy, Ann Clifton, Rosie Jones
June 2022 | ICWSM
The Contribution of Lyrics and Acoustics to Collaborative Understanding of Mood
Shahrzad Nazeri, Sravana Reddy, Joana Correia, Jussi Karlgren, Rosie Jones
April 2022 | The Web Conference (WWW)
Sequential Recommendation via Stochastic Self-Attention
Ziwei Fan, Zhiwei Liu, Alice Wang, Zahra Nazari, Lei Zheng, Hao Peng, Philip S. Yu
April 2022 | The Web Conference (WWW)
Using Survival Models to Estimate Long-Term Engagement in Online Experiments
Praveen Chandar, Brian St. Thomas, Lucas Maystre, Vijay Pappu, Roberto Sanchis-Ojeda, Tiffany Wu, Ben Carterette, Mounia Lalmas, Tony Jebara
April 2022 | The Web Conference (WWW)
Choice of Implicit Signal Matters: Accounting for User Aspirations in Podcast Recommendations
Zahra Nazari, Praveen Chandar, Ghazal Fazelnia, Catie Edrwards, Ben Carterette, Mounia Lalmas
April 2022 | The Web Conference (WWW)
Mostra: A Flexible Balancing Framework to Trade-off User, Artist and Platform Objectives for Music Sequencing
Emanuele Bugliarello, Rishabh Mehrotra, James Kirk, Mounia Lalmas
March 2022 | Intelligent User Interfaces (IUI)
TastePaths: Enabling deeper exploration and understanding of personal preferences in recommender systems
Savvas Petridis, Nediyana Daskalova, Sarah Mennicken, Samuel F. Way, Paul Lamere, Jennifer Thom
February 2022 | WSDM
Variational User Modeling with Slow and Fast Features
Ghazal Fazelnia, Eric Simon, Ian Anderson, Ben Carterette, Mounia Lalmas
November 2021 | ISMIR - International Society for Music Information Retrieval Conference
Multi-Task Learning of Graph-based Inductive Representations of Music Content
Antonia Saravanou, Federico Tomasi, Rishabh Mehrotra and Mounia Lalmas
November 2021 | CIKM
Algorithmic Balancing of Familiarity, Similarity, & Discovery in Music Recommendations
Rishabh Mehrotra
November 2021 | CIKM
Leveraging Semantic Information to Facilitate the Discovery of Underserved Podcasts
Maryam Aziz, Alice Wang, Aasish Pappu, Hugues Bouchard,Yu Zhao, Benjamin Carterette and Mounia Lalmas
August 2021 | KDD
Neural Instant Search for Music and Podcast
Helia Hashemi, Aasish Pappu, Mi Tian, Praveen Ravichandran, Mounia Lalmas, Ben Carterette
July 2021 | SIGIR
Podcast Metadata and Content: Episode Relevance and Attractiveness in Ad Hoc Search
Ben Carterette, Rosie Jones, Gareth Jones, Maria Eskevich, Sravana Reddy, Ann Clifton, Yongze Yu, Jussi Karlgren and Ian Soboroff
July 2021 | SIGIR
Current Challenges and Future Directions in Podcast Information Access
Rosie Jones, Hamed Zamani, Markus Schedl, Ching-Wei Chen, Sravana Reddy, Ann Clifton, Jussi Karlgren, Helia Hashemi, Aasish Pappu, Zahra Nazari, LongQi Yang, Oguz Semerci, Hugues Bouchard, Ben Carterette
April 2021 | The Web Conference
Where To Next? A Dynamic Model of User Preferences
Francesco Sanna Passino, Lucas Maystre, Dmitrii Moor, Ashton Anderson, Mounia Lalmas
March 2021 | WSDM
Shifting Consumption towards Diverse Content on Music Streaming Platforms
Christian Hansen, Rishabh Mehrotra, Casper Hansen, Brian Brost, Lucas Maystre, Mounia Lalmas