NFMF: neural fusion matrix factorisation for QoS prediction in service selection

NFMF: neural fusion matrix factorisation for QoS prediction in service selection

Selecting suitable web services based on the quality-of-service (QoS) is essential for developing high-quality service-oriented applications. A critical step in this direction is acquiring accurate, personalised QoS values of web services. As the number of web services is enormous and the QoS data a...

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Bibliographic Details
Main Authors: Jianlong Xu, Lijun Xiao, Yuhui Li, Mingwei Huang, Zicong Zhuang, Tien-Hsiung Weng, Wei Liang
Format: Article
Language:English
Published: Taylor & Francis Group 2021-07-01
Series:Connection Science
Subjects:
qos prediction
neural network
matrix factorisation
contextual information
multi-task learning
Online Access:http://dx.doi.org/10.1080/09540091.2021.1889975

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