scholarly journals A Web service recommendation system based on QoS attribute based collaborative filtering

Webology ◽  
2020 ◽  
Vol 17 (1) ◽  
pp. 1-9
Author(s):  
Aruna S
Keyword(s):  
Collaborative Filtering ◽  
Web Service ◽  
Recommendation System ◽  
Service Recommendation

scholarly journals Qos Web Service Design Based on Collaborative Filtering

CONVERTER ◽  
2021 ◽  
pp. 107-115
Author(s):  
Yu-ping LI, Ke LI, Zhan-jie Guo
Keyword(s):  
Collaborative Filtering ◽  
Web Service ◽  
Prediction Accuracy ◽  
Recommendation System ◽  
Service Recommendation ◽  
Recommendation Algorithm ◽  
Similar Weight ◽  
Definition Of ◽  
Collaborative Prediction

In the process of web service recommendation, the prediction accuracy of Web Service missing Quality of Service (QoS) value will have an important impact on the rationality of service recommendation. Therefore, combined with spatiotemporal similarity perception, this paper proposes a new web service QoS collaborative filtering recommendation algorithm. This paper designs the framework of web service recommendation system from the perspective of QoS collaborative prediction, and gives the definition of related parameter set. Aiming at the problem that some services in the traditional Top-k algorithm are not similar to the target services, the spatial-temporal similarity perception combined with similar weight is used to predict the missing data to improve the prediction accuracy. In this paper, the calculation process of the algorithm is given through a simple example. The effectiveness of the algorithm is verified by the experimental results.

Deep hybrid collaborative filtering for Web service recommendation

2018 ◽  
Vol 110 ◽  
pp. 191-205 ◽  
Author(s):  
Ruibin Xiong ◽  
Jian Wang ◽  
Neng Zhang ◽  
Yutao Ma
Keyword(s):  
Collaborative Filtering ◽  
Web Service ◽  
Service Recommendation ◽  
Hybrid Collaborative Filtering

Location-aware and personalized collaborative filtering for web service recommendation

2016 ◽  
Vol 9 (5) ◽  
pp. 686-699 ◽  
Author(s):  
Jianxun Liu ◽  
Mingdong Tang ◽  
Zibin Zheng ◽  
Xiaoqing Liu ◽  
Saixia Lyu
Keyword(s):  
Collaborative Filtering ◽  
Web Service ◽  
Service Recommendation ◽  
Location Aware
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