arXiv Open Access 2023

MMRec: Simplifying Multimodal Recommendation

Xin Zhou

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Abstrak

This paper presents an open-source toolbox, MMRec for multimodal recommendation. MMRec simplifies and canonicalizes the process of implementing and comparing multimodal recommendation models. The objective of MMRec is to provide a unified and configurable arena that can minimize the effort in implementing and testing multimodal recommendation models. It enables multimodal models, ranging from traditional matrix factorization to modern graph-based algorithms, capable of fusing information from multiple modalities simultaneously. Our documentation, examples, and source code are available at \url{https://github.com/enoche/MMRec}.

Topik & Kata Kunci

cs.IR cs.MM

Penulis (1)

Xin Zhou

Format Sitasi

APA MLA BibTeX

Zhou, X. (2023). MMRec: Simplifying Multimodal Recommendation. https://arxiv.org/abs/2302.03497

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Informasi Jurnal

Tahun Terbit: 2023
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓