User Modeling

34 publications
March 2023 | Frontier on Big Data: Recommender Systems

A Survey on Multi-objective Recommender Systems

Dietmar Jannach and Himan Abdollahpouri

March 2023 | Intelligent User Interfaces (IUI)

Enabling Goal-Focused Exploration of Podcasts in Interactive Recommender Systems

Yu Liang, Aditya Ponnada, Paul Lamere, Nediyana Daskalova

February 2023 | WSDM

Calibrated Recommendations as a Minimum-Cost Flow Problem

Himan Abdollahpouri, Zahra Nazari, Alex Gain,Clay Giibson, Maria Dimakopoulou, Jesse Anderton, Benjamin Carterette, Mounia Lalmas, Tony Jebara

November 2022 | NeurIPS

Temporally-Consistent Survival Analysis

Lucas Maystre, Daniel Russo

August 2022 | UAI

Multistate analysis with infinite mixtures of Markov chains

Lucas Maystre, Tiffany Wu, Roberto Sanchis-Ojeda, Tony Jebara

June 2022 | ICWSM

Time after Time: Longitudinal Trends in Nostalgic Listening

Clara Hanson, Jesse Anderton, Samuel F. Way, Ian Anderson, Scott Wolf, Alice Wang

June 2022 | ICWSM

The Dynamics of Exploration on Spotify

Lillio Mok, Samuel F. Way, Lucas Maystre, Ashton Anderson

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

July 2021 | ACL

Modeling Language Usage and Listener Engagement in Podcasts

Sravana Reddy, Mariya Lazarova, Yongze Yu, Rosie Jones

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

April 2021 | AISTATS

Collaborative Classification from Noisy Labels

Lucas Maystre, Nagarjuna Kumarappan, Judith Bütepage, Mounia Lalmas

September 2020 | RecSys

Contextual and Sequential User Embeddings for Large-Scale Music Recommendation

Casper Hansen, Christian Hansen, Lucas Maystre, Rishabh Mehrotra, Brian Brost, Federico Tomasi, Mounia Lalmas

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

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

July 2020 | SPPS

“Just The Way You Are”: Linking Music Listening on Spotify and Personality

Ian Anderson, Santiago Gil, Clay Gibson, Scott Wolf, Will Shapiro, Oguz Semerci, David M. Greenberg

June 2020 | ICWSM

Local Trends in Global Music Streaming

Samuel F. Way, Jean Garcia Gathright, Henriette Cramer

April 2020 | The Web Conference

Do podcasts and music compete with one another? Understanding music and podcast listening habits

Ang Li, Alice Wang, Zahra Nazari, Praveen Chandar, Benjamin Carterette