Covering-based web service quality prediction via neighborhood-aware matrix factorization
The number of Web services on the Internet has been growing rapidly. This has made it
increasingly difficult for users to find the right services from a large number of functionally …
increasingly difficult for users to find the right services from a large number of functionally …
Collaborative web service quality prediction via exploiting matrix factorization and network map
Quality of services (QoS) is an important concern in Web service recommendation or
selection. Predicting QoS values of Web services based on their historical QoS records is an …
selection. Predicting QoS values of Web services based on their historical QoS records is an …
Collaborative web service QoS prediction via neighborhood integrated matrix factorization
With the increasing presence and adoption of web services on the World Wide Web, the
demand of efficient web service quality evaluation approaches is becoming …
demand of efficient web service quality evaluation approaches is becoming …
NDMF: Neighborhood-integrated deep matrix factorization for service QoS prediction
Quality of service (QoS) has been mostly applied to represent non-functional properties of
Web services and differentiate those with the same functionality. How to accurately predict …
Web services and differentiate those with the same functionality. How to accurately predict …
Web service personalized quality of service prediction via reputation-based matrix factorization
With the fast development of Web services in service-oriented systems, the requirement of
efficient Quality of Service (QoS) evaluation methods becomes strong. However, many QoS …
efficient Quality of Service (QoS) evaluation methods becomes strong. However, many QoS …
A time-aware dynamic service quality prediction approach for services
Y Jin, W Guo, Y Zhang - Tsinghua Science and Technology, 2019 - ieeexplore.ieee.org
Dynamic Quality of Service (QoS) prediction for services is currently a hot topic and a
challenge for research in the fields of service recommendation and composition. Our paper …
challenge for research in the fields of service recommendation and composition. Our paper …
NFMF: neural fusion matrix factorisation for QoS prediction in service selection
J Xu, L Xiao, Y Li, M Huang, Z Zhuang… - Connection …, 2021 - Taylor & Francis
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 …
developing high-quality service-oriented applications. A critical step in this direction is …
A location-based factorization machine model for web service QoS prediction
With the prevalence of web services, a large number of similar web services are provided by
different providers. To select the optimal service among these service candidates, Quality of …
different providers. To select the optimal service among these service candidates, Quality of …
A double-space and double-norm ensembled latent factor model for highly accurate web service QoS prediction
Quality-of-Service (QoS), which describes the non-functional characteristics of Web service,
is of great significance in service selection. Since users cannot invoke all services to obtain …
is of great significance in service selection. Since users cannot invoke all services to obtain …
Location-based web service QoS prediction via preference propagation to address cold start problem
Many web-based software systems have been developed in the form of composite services.
It is important to accurately predict the Quality of Service (QoS) value of atomic web services …
It is important to accurately predict the Quality of Service (QoS) value of atomic web services …