Mixtape Application: Music Map Methodology and Evaluation

Mixtape Application: Music Map Methodology and Evaluation

This report discusses dimensionality reduction techniques used to create a music map - a map where the distances between songs represent their similarity and that can be used to recommend songs. We evaluate two techniques: Isomap and L-Isomap.

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Bibliographische Detailangaben
Hauptverfasser: Holanda, Pedro H. F, Guilherme, Bruno, Pontello, Luciana Fujii, Goussevskaia, Olga, Silva, Ana Paula Couto e
Format: Artikel
Sprache:eng
Schlagworte:
Computer Science - Information Retrieval
Computer Science - Social and Information Networks
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Zusammenfassung:This report discusses dimensionality reduction techniques used to create a music map - a map where the distances between songs represent their similarity and that can be used to recommend songs. We evaluate two techniques: Isomap and L-Isomap.
DOI:10.48550/arxiv.1605.08494