Published May 30, 2024 | Version 1.0.0
Dataset Open

SentiFMRecSys dataset

Authors/Creators

  • 1. ROR icon Universidad Autónoma de Madrid

Description

We collected a new dataset from Last.fm that allowed us to integrate enough relevant sentiment data needed for our study, such as user-item interactions and item features. The dataset includes a large number of user-item interactions (2.5M user-track, 0.5M user-artist and user-album), and other relationships between tags and tracks or artists. Moreover, for each track we include the corresponding VADS scores (Valence, Arousal, Dominance, Sentiment ratio).

The format followed is compatible with the RecBole library.

Files

dataset.zip

Files (134.6 MB)

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Additional details

Related works

Is source of
Software: https://github.com/abellogin/SentiFMRecSys (URL)

Funding

University of Turin
Best Short Paper Award