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
Search & Recommendations
59 publications
March 2022 | Intelligent User Interfaces (IUI)
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
October 2020 | CIKM
Query Understanding for Surfacing Under-served Music Content
Federico Tomasi, Rishabh Mehrotra, Aasish Pappu, Judith Bütepage, Brian Brost, Hugo Galvão, Mounia Lalmas
October 2020 | ISMIR - International Society for Music Information Retrieval Conference
Artist gender representation in music streaming
Avriel Epps-Darling, Romain Takeo Bouyer, Henriette Cramer
September 2020 | RecSys
Inferring the Causal Impact of New Track Releases on Music Recommendation Platforms through Counterfactual Predictions
Rishabh Mehrotra, Prasanta Bhattacharya, Mounia Lalmas
September 2020 | RecSys
Investigating Listeners’ Responses to Divergent Recommendations
Rishabh Mehrotra, Chirag Shah, Benjamin Carterette
September 2020 | RecSys
Investigating the Impact of Audio States & Transitions for Track Sequencing in Music Streaming Sessions
Aaron Ng, Rishabh Mehrotra
August 2020 | KDD
Bandit based Optimization of Multiple Objectives on a Music Streaming Platform
Rishabh Mehrotra, Niannan Xue, Mounia Lalmas
August 2020 | KDD
Advances in Recommender Systems: From Multi-stakeholder Marketplaces to Automated RecSys
Rishabh Mehrotra, Ben Carterette, Yong Li, Quanming Yao, James Tin-Yau Kwok, Isabelle Guyon, Qiang Yang
August 2020 | KDD
Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions
Praveen Chandar, James McInerney, Brian Brost, Rishabh Mehrotra, Benjamin Carterette
July 2020 | SIGIR
Recommending Podcasts for Cold-Start Users Based on Music Listening and Taste
Zahra Nazari, Christophe Charbuillet, Johan Pages, Martin Laurent, Denis Charrier, Briana Vecchione, Ben Carterette
July 2020 | EC
The Engagement-Diversity Connection: Evidence from a Field Experiment on Spotify
David Holtz, Benjamin Carterette, Praveen Chandar, Zahra Nazari, Henriette Cramer, Sinan Aral