A multi-criteria recommendation system using dimensionality reduction and Neuro-Fuzzy techniques

Multi-criteria collaborative filtering (MC-CF) presents a possibility to provide accurate recommendations by considering the user preferences in multiple aspects of items. However, scalability and sparsity are two main problems in MC-CF which this paper attempts to solve them using dimensionality re...

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Bibliographic Details
Main Authors: Nilashi, Mehrbakhsh, Ibrahim, Othman, Ithnin, Norafida, Zakaria, Rozana
Format: Article
Published: Springer 2015
Subjects:
Online Access:http://eprints.utm.my/id/eprint/55703/
http://dx.doi.org/10.1007/s00500-014-1475-6
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Institution: Universiti Teknologi Malaysia