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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Hauptverfasser:	Holanda, Pedro H. F, Guilherme, Bruno, Pontello, Luciana Fujii, Goussevskaia, Olga, Silva, Ana Paula Couto e
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Schlagworte:	Computer Science - Information Retrieval Computer Science - Social and Information Networks
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creator	Holanda, Pedro H. F Guilherme, Bruno Pontello, Luciana Fujii Goussevskaia, Olga Silva, Ana Paula Couto e
description	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_str_mv	10.48550/arxiv.1605.08494
format	Article
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title	Mixtape Application: Music Map Methodology and Evaluation
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