Humans and Recommender Systems
Humans and Recommender Systems
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Publications
Type
Conference paper
Journal article
Date
2023
2022
2021
Perception and classification of emotions in nonsense speech: Humans versus machines
Emilia Parada-Cabaleiro, Anton Batliner, Maximilian Schmitt, Markus Schedl, Giovanni Constantini, Björn Schuller
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Verse versus Chorus: Structure-aware Feature Extraction for Lyrics-based Genre Recognition
Maximilian Mayerl
,
Stefan Brandl
,
Günther Specht
,
Markus Schedl
,
Eva Zangerle
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Traces of Globalization in Online Music Consumption Patterns and Results of Recommendation Algorithms
Oleg Lesota
,
Emilia Parada-Cabaleiro
,
Stefan Brandl
,
Elisabeth Lex
,
Navid Rekabsaz
,
Markus Schedl
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On the Impact and Interplay of Input Representations and Network Architectures for Automatic Music Tagging
Maximilian Damböck
,
Richard Vogl
,
Peter Knees
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Unsupervised Graph Embeddings for Session-based Recommendation with Item Features
Andreas Peintner
,
Marta Moscati
,
Emilia Parada-Cabaleiro
,
Markus Schedl
,
Eva Zangerle
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Bias and Feedback Loops in Music Recommendation: Studies on Record Label Impact
Peter Knees
,
Andres Ferraro
,
Moritz Hübler
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Evaluating Recommender Systems: Survey and Framework
The comprehensive evaluation of the performance of a recommender system is a complex endeavor: many facets need to be considered in …
Eva Zangerle
,
Christine Bauer
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LFM-2b: A Dataset of Enriched Music Listening Events for Recommender Systems Research and Fairness Analysis
Markus Schedl
,
Stefan Brandl
,
Oleg Lesota
,
Emilia Parada-Cabaleiro
,
David Penz
,
Navid Rekabsaz
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ReStyle-MusicVAE: Enhancing User Control of Deep Generative Music Models with Expert Labeled Anchors
Damjan Prvulovic
,
Richard Vogl
,
and Peter Knees
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Music4All-Onion -- A Large-Scale Multi-Faceted Content-Centric Music Recommendation Dataset
Marta Moscati
,
Emilia Parada-Cabaleiro
,
Yashar Deldjoo
,
Eva Zangerle
,
Markus Schedl
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An Exploratory Study on the Acoustic Musical Properties to Decrease Self-Perceived Anxiety
Emilia Parada-Cabaleiro
,
Anton Batliner
,
Markus Schedl
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A Reproducibility Study on User-centric MIR Research and Why it is Important
Peter Knees
,
Bruce Ferwerda
,
Andreas Rauber
,
Sebastian Strumbelj
,
Annabel Resch
,
Laurenz Tomandl
,
Valentin Bauer
,
Tang Fung Yee
,
Josip Bobinac
,
Amila Ceranic
,
Riad Dizdar
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My friends also prefer diverse music
Tomislav Duricic
,
Dominik Kowald
,
Markus Schedl
,
Elisabeth Lex
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Predicting Music Relistening Behavior Using the ACT-R Framework
Markus Reiter-Haas
,
Emilia Parada-Cabaleiro
,
Markus Schedl
,
Elham Motamedi
,
Marko Tkalcic
,
Elisabeth Lex
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Does Track Sequence in User-generated Playlists Matter?
Harald Schweiger
,
Emilia Parada-Cabaleiro
,
Markus Schedl
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