Combining Collaborative Filtering and Semantic Content-Based Approaches to Recommend Web Services

2010 ◽  
Author(s):  
Freddy Lecue
Keyword(s):  
Web Services ◽  
Collaborative Filtering ◽  
Semantic Content

Toward Introducing Semantic Capabilities for WSRP

2011 ◽  
pp. 89-103
Author(s):  
Kevin Wilkinson ◽  
Jana Polgar
Keyword(s):  
Web Services ◽  
Semantic Content ◽  
State Variables ◽  
Dynamic Services ◽  
Current Standards ◽  
The Way

The emergence of web services technology has introduced a problem: how can we ensure that requests are successfully matched with advertisements when consumers and producers may use different terminology to describe the same service or the same terminology to describe different ones? Popular approaches to solving this problem are reviewed which involve the use of ontologies to improve the semantic content of the matchmaking process. When services are presentation-oriented rather than merely data-oriented, another layer of difficulty is introduced. The architecture of Web Services for Remote Portlets is discussed extensively, including the interaction cycle between the client and the producer to maintain state variables for each remote session of a portlet to provide sufficient background for readers. A comparison is made between the way concepts are implemented in two different portlet specifications – IBM Portlet API and JSR168 specification. Architecture is proposed to support the automated use of dynamic services for remote portlets, the motivation for which is the lack of expressivity of the current standards to represent the semantic requirements and capabilities of data and user-facing web services.

Clustering-based uncertain QoS prediction of web services via collaborative filtering

2017 ◽  
Vol 13 (4) ◽  
pp. 403 ◽  
Author(s):  
Guobing Zou ◽  
Wang Li ◽  
Zhimin Zhou ◽  
Sen Niu ◽  
Yanglan Gan ◽  
...  
Keyword(s):  
Web Services ◽  
Collaborative Filtering ◽  
Qos Prediction ◽  
Uncertain Qos
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