User Modeling

22 publications
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

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

April 2020 | The Web Conference

Algorithmic Effects on the Diversity of Consumption on Spotify

Ashton Anderson, Lucas Maystre, Rishabh Mehrotra, Ian Anderson, Mounia Lalmas

April 2020 | The Web Conference Companion

Leveraging Behavioral Heterogeneity Across Markets for Cross-Market Training of Recommender Systems

Kevin Roitero, Ben Carterrete, Rishabh Mehrotra, Mounia Lalmas

July 2019 | SIGIR

Developing Evaluation Metrics for Instant Search Using Mixed Methods

Praveen Chandar, Jean Garcia-Gathright, Christine Hosey, Brian St. Thomas, Jennifer Thom

July 2019 | ICWSM

Environmental Changes and the Dynamics of Musical Identity

Samuel F. Way, Santiago Gil, Ian Anderson, Aaron Clauset

June 2019 | ICWSM

Local Trends in Global Music Streaming

Samuel F. Way, Jean Garcia Gathright, Henriette Cramer

May 2019 | The Web Conference

Search Mindsets: Understanding Focused and Non-Focused Information Needs in Music Search

Ang Li, Jennifer Thom, Praveen Chandar, Christine Hosey, Brian St. Thomas, Jean Garcia-Gathright.

April 2019 | CHI

Just give me what I want: How people use and evaluate music search

Christine Hosey, Lara Vujovic, Brian St. Thomas, Jean Garcia-Gathright, Jennifer Thom

March 2019 | The Web Conference

Deriving User- and Content-specific Rewards for Contextual Bandits

Paolo Dragone, Rishabh Mehrotra, Mounia Lalmas

March 2019 | The Web Conference

Jointly Leveraging Intent and Interaction Signals to Predict User Satisfaction with Slate Recommendations

Rishabh Mehrotra, Mounia Lalmas, Doug Kenney, Thomas Lim-Meng, Golli Hashemian

February 2019 | WSDM

Offline Evaluation to Make Decisions About PlaylistRecommendation Algorithms

Alois Gruson, Praveen Chandar, Christophe Charbuillet, James McInerney,Samantha Hansen, Damien Tardieu, Ben Carterette

January 2019 | Nature Human Behaviour

Global Music Streaming Data Reveals Robust Diurnal and Seasonal Patterns of Affective Preference

Minsu Park, Jennifer Thom, Sarah Mennicken, Henriette Cramer, Michael Macy

October 2018 | CIKM

Estimating clickthrough bias in the cascade model

Praveen Chandar, Ben Carterette

September 2018 | ISMIR

Vocals In Music Matter: The Importance of Vocals in the Minds of Listeners

Andrew Demetriou, Andreas Jansson, Aparna Kumar, Rachel Bittner