A Spatial-Temporal QoS Prediction Approach for Time-aware Web Service Recommendation

2016 ◽  
Vol 10 (1) ◽  
pp. 1-25 ◽  
Author(s):  
Xinyu Wang ◽  
Jianke Zhu ◽  
Zibin Zheng ◽  
Wenjie Song ◽  
Yuanhong Shen ◽  
...  
Keyword(s):  
Web Service ◽  
Service Recommendation ◽  
Qos Prediction ◽  
Prediction Approach ◽  
Time Aware

TAP: A personalized trust-aware QoS prediction approach for web service recommendation

2017 ◽  
Vol 115 ◽  
pp. 55-65 ◽  
Author(s):  
Kai Su ◽  
Bin Xiao ◽  
Baoping Liu ◽  
Huaiqiang Zhang ◽  
Zongsheng Zhang
Keyword(s):  
Web Service ◽  
Service Recommendation ◽  
Qos Prediction ◽  
Prediction Approach

QoS Prediction Approach for Web Service Recommendation

2010 ◽  
Vol 20-23 ◽  
pp. 987-991
Author(s):  
Zu Qin Chen ◽  
Ji Ke Ge
Keyword(s):  
Web Service ◽  
Service Recommendation ◽  
High Quality ◽  
Qos Prediction ◽  
Prediction Approach

This paper proposes a QoS prediction approach used to recommend web service to solve the problem of choosing high quality web service. This approach bases on other users’ experience. According to the different feeling of different user to the same service, and the different similarity among the QoS of different services, the approach first divides the users and services into several modes, and then computes the means of one mode to predict the QoS of a service that the user never used before. Experiment simulation show that the approach is operable to some extent.

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