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PLMwsp: A Probabilistic Latent Model for Web Service QoS Prediction

Mad, Bobaker Mohamed A., Sheng, Quan Z., Yao, Lina, Qin, Yongrui and Wang, Xianzhi (2016) PLMwsp: A Probabilistic Latent Model for Web Service QoS Prediction. In: The 23rd IEEE International Conference on Web Services (ICWS), June 27 - July 2, 2016, San Francisco, USA.

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Abstract

With the unprecedented and dramatic development of Web services in recent years, designing novel approaches for efficient Web service prediction has become of paramount importance. Quality of Service (QoS) plays a critical role in Web service recommendation. However determining QoS values of Web services is still a challenging task. For example, some QoS properties (e.g., response time, throughput) may hold different values for different users. In this paper, we describe how to develop a novel approach, PLMwsp, based on a probabilistic latent model, to predict effectively the QoS values of Web services. A Web service prediction has been developed, and experiments have been conducted to show the efficacy of our approach.

Item Type: Conference or Workshop Item (Paper)
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Q Science > QA Mathematics > QA76 Computer software
Schools: School of Computing and Engineering
School of Computing and Engineering > High-Performance Intelligent Computing > Planning, Autonomy and Representation of Knowledge
School of Computing and Engineering > High-Performance Intelligent Computing > Planning, Autonomy and Representation of Knowledge
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Depositing User: Yongrui Qin
Date Deposited: 08 Nov 2016 10:09
Last Modified: 20 Jul 2017 20:32
URI: http://eprints.hud.ac.uk/id/eprint/29766

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